Index: doc/bibliography/pl.bib
===================================================================
--- doc/bibliography/pl.bib	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/bibliography/pl.bib	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -2136,5 +2136,5 @@
     address	= {Eindhoven, Neth.},
     year	= 1965,
-    optnote	= {Reprinted in \cite{Genuys68} pp. 43--112.}
+    optnote	= {Reprinted in \cite{Genuys68} pp. 43--112.},
     note	= {\url{https://pure.tue.nl/ws/files/4279816/344354178746665.pdf}},
 }
Index: doc/theses/colby_parsons_MMAth/Makefile
===================================================================
--- doc/theses/colby_parsons_MMAth/Makefile	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/Makefile	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -14,16 +14,46 @@
 
 SOURCES = ${addsuffix .tex, \
-text/CFA_intro \
-text/actors \
-thesis \
+text/CFA_intro 				\
+text/actors				 	\
+text/frontpgs 				\
+text/CFA_concurrency 		\
+thesis 						\
+text/mutex_stmt				\
 }
 
-FIGURES = ${addsuffix .tikz, \
-figures/standard_actor \
-figures/inverted_actor \
-figures/gulp \
+FIGURES = ${addsuffix .pgf, 		\
+	figures/pykeExecutor 			\
+	figures/pykeCFAExecutor 		\
+	figures/nasusExecutor 			\
+	figures/nasusCFAExecutor 		\
+	figures/pykeMatrix 				\
+	figures/pykeCFAMatrix 			\
+	figures/nasusMatrix 			\
+	figures/nasusCFAMatrix 			\
+	figures/pykeRepeat 				\
+	figures/pykeCFARepeat 			\
+	figures/nasusRepeat 			\
+	figures/nasusCFARepeat 			\
+	figures/pykeCFABalance-One 		\
+	figures/nasusCFABalance-One		\
+	figures/pykeCFABalance-Multi 	\
+	figures/nasusCFABalance-Multi 	\
 }
 
-PICTURES = ${addsuffix .pstex, \
+DATA = 	data/pykeSendStatic		\
+		data/pykeSendDynamic	\
+		data/pykeExecutorMem	\
+		data/nasusSendStatic	\
+		data/nasusSendDynamic	\
+		data/pykeExecutorMem	\
+
+PICTURES = ${addsuffix .tikz, 	\
+	diagrams/standard_actor 	\
+	diagrams/inverted_actor 	\
+	diagrams/gulp 				\
+	diagrams/chain_swap 		\
+	diagrams/M_to_one_swap 		\
+	diagrams/acyclic_swap 		\
+	diagrams/cyclic_swap 		\
 }
 
@@ -56,5 +86,5 @@
 	dvips ${Build}/$< -o $@
 
-${BASE}.dvi : Makefile ${GRAPHS} ${PROGRAMS} ${PICTURES} ${FIGURES} ${SOURCES} \
+${BASE}.dvi : Makefile ${GRAPHS} ${PROGRAMS} ${PICTURES} ${FIGURES} ${SOURCES} ${DATA} \
 		${Macros}/common.tex ${Macros}/indexstyle local.bib ../../bibliography/pl.bib | ${Build}
 	# Must have *.aux file containing citations for bibtex
@@ -109,4 +139,8 @@
 			"\end{document}" > $@
 
+data/%: ;
+%.tikz: ;
+%.pgf: ;
+
 # Local Variables: #
 # compile-command: "make" #
Index: doc/theses/colby_parsons_MMAth/benchmarks/actors/genPlots
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/actors/genPlots	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/actors/genPlots	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,5 @@
+#!/bin/bash -
+python3 plotData.py data/nasus_ALL.txt nasus
+python3 plotData.py data/pyke_ALL.txt pyke
+python3 plotData.py data/nasus_CFA.txt nasusCFA
+python3 plotData.py data/pyke_CFA.txt pykeCFA
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/bench.h
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/bench.h	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/bench.h	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,94 @@
+#pragma once
+
+#if defined(__cforall)
+extern "C" {
+#endif
+	#include <stdlib.h>
+	#include <stdint.h>				// uint64_t
+	#include <unistd.h>				// sysconf
+#if ! defined(__cforall)
+	#include <time.h>
+	#include <sys/time.h>
+#else
+}
+#include <time.hfa>
+#endif
+
+#define L1 l1
+#define L2 L1, l2
+#define L3 L2, l3
+#define L4 L3, l4
+#define L5 L4, l5
+#define L6 L5, l6
+#define L7 L6, l7
+#define L8 L7, l8
+
+static inline uint64_t bench_time() {
+	struct timespec ts;
+	clock_gettime( CLOCK_THREAD_CPUTIME_ID, &ts );
+	return 1000000000LL * ts.tv_sec + ts.tv_nsec;
+} // bench_time
+
+
+#if defined(__cforall)
+struct test_spinlock {
+	volatile bool lock;
+};
+
+static inline void lock( test_spinlock & this ) {
+	for ( ;; ) {
+		if ( (this.lock == 0) && (__atomic_test_and_set( &this.lock, __ATOMIC_ACQUIRE ) == 0) ) break;
+	}
+}
+
+static inline void unlock( test_spinlock & this ) {
+	__atomic_clear( &this.lock, __ATOMIC_RELEASE );
+}
+#endif
+
+size_t threads = 1, num_locks = -1;
+
+#define BENCH_START()				\
+	if ( argc > 3 ) exit( EXIT_FAILURE );	\
+	if ( argc == 2 ) {			\
+		threads = atoi( argv[1] );	\
+	} else if ( argc == 3 ) {			\
+		threads = atoi( argv[1] );	\
+        num_locks = atoi( argv[2] );	\
+	}
+
+#define BENCH(statement, output, done_flag)		\
+	uint64_t count = 0;		\
+    while (true) {          \
+	statement;				\
+    count++;                \
+    if (done_flag) break; \
+    }                       \
+    __atomic_add_fetch(&output, count, __ATOMIC_SEQ_CST);
+	// EndTime = bench_time();			\
+	// double output = (double)( EndTime - StartTime ) / times;
+
+
+#if defined(__cforall)
+Duration default_preemption() {
+	return 0;
+}
+#endif
+#if defined(__U_CPLUSPLUS__)
+unsigned int uDefaultPreemption() {
+	return 0;
+}
+#endif
+
+// splitmix64 rand num generator
+// https://rosettacode.org/wiki/Pseudo-random_numbers/Splitmix64
+uint64_t state;                                  /* The state can be seeded with any (upto) 64 bit integer value. */
+
+uint64_t next_int() {
+    state += 0x9e3779b97f4a7c15;               /* increment the state variable */
+    uint64_t z = state;                          /* copy the state to a working variable */
+    z = (z ^ (z >> 30)) * 0xbf58476d1ce4e5b9;  /* xor the variable with the variable right bit shifted 30 then multiply by a constant */
+    z = (z ^ (z >> 27)) * 0x94d049bb133111eb;  /* xor the variable with the variable right bit shifted 27 then multiply by a constant */
+    return z ^ (z >> 31);                      /* return the variable xored with itself right bit shifted 31 */
+}
+
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/baseline.cfa
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/baseline.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/baseline.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,62 @@
+#include <locks.hfa>
+#include <mutex_stmt.hfa>
+#include <stdio.h>
+
+#include "../bench.h"
+
+test_spinlock LOCKS;
+
+inline void lock( test_spinlock &a, test_spinlock &b ) {
+    lock(a); lock(b);
+}
+inline void lock( test_spinlock &a, test_spinlock &b, test_spinlock &c, test_spinlock &d ) {
+    lock(a); lock(b); lock(c); lock(d);
+}
+inline void lock( test_spinlock &a, test_spinlock &b, test_spinlock &c, test_spinlock &d, test_spinlock &e, test_spinlock &f, test_spinlock &g, test_spinlock &h ) {
+    lock(a); lock(b); lock(c); lock(d); lock(e); lock(f); lock(g); lock(h);
+}
+inline void unlock( test_spinlock &a, test_spinlock &b ) {
+    unlock(a); unlock(b);
+}
+inline void unlock( test_spinlock &a, test_spinlock &b, test_spinlock &c, test_spinlock &d ) {
+    unlock(a); unlock(b); unlock(c); unlock(d);
+}
+inline void unlock( test_spinlock &a, test_spinlock &b, test_spinlock &c, test_spinlock &d, test_spinlock &e, test_spinlock &f, test_spinlock &g, test_spinlock &h ) {
+    unlock(a); unlock(b); unlock(c); unlock(d); unlock(e); unlock(f); unlock(g); unlock(h);
+}
+
+bool done = false;
+uint64_t total = 0;
+thread worker {};
+static inline void ?{}( worker & this, cluster & clu ) {
+    ((thread &)this){ clu };
+}
+void main( worker & w ) {
+    BENCH( lock( LOCKS ); unlock( LOCKS );, total, done )
+}
+
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    cluster clus;
+    processor * proc[threads];
+    for ( i; threads ) // create procs
+        (*(proc[i] = alloc())){clus};
+
+    worker * w[threads];
+    for ( i; threads ) // create threads
+        (*(w[i] = alloc())){ clus };
+    
+    sleep( 10`s );
+    done = true;
+
+    for ( i; threads ) // delete threads
+        delete(w[i]);
+
+    for ( i; threads ) // delete procs
+        delete(proc[i]);
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/order.cfa
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/order.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/order.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,43 @@
+#include <locks.hfa>
+#include <mutex_stmt.hfa>
+#include <stdio.h>
+
+#include "../bench.h"
+
+test_spinlock LOCKS;
+
+bool done = false;
+uint64_t total = 0;
+thread worker {};
+static inline void ?{}( worker & this, cluster & clu ) {
+    ((thread &)this){ clu };
+}
+void main( worker & w ) {
+    BENCH( mutex ( LOCKS ) { }, total, done )
+}
+
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    cluster clus;
+    processor * proc[threads];
+    for ( i; threads ) // create procs
+        (*(proc[i] = alloc())){clus};
+
+    worker * w[threads];
+    for ( i; threads ) // create threads
+        (*(w[i] = alloc())){ clus };
+    
+    sleep( 10`s );
+    done = true;
+
+    for ( i; threads ) // delete threads
+        delete(w[i]);
+
+    for ( i; threads ) // delete procs
+        delete(proc[i]);
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/rand.cfa
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/rand.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cfa/rand.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,120 @@
+#include <locks.hfa>
+#include <mutex_stmt.hfa>
+#include <stdio.h>
+#include <stdlib.h>
+
+#include "../bench.h"
+
+test_spinlock LOCKS;
+
+test_spinlock ** lock_arr;
+
+inline void locks( size_t * arr ) {
+    if (num_locks == 2) {
+        mutex( *lock_arr[arr[0]], *lock_arr[arr[1]] ) {}
+    } else if (num_locks == 4) {
+        mutex( *lock_arr[arr[0]], *lock_arr[arr[1]], *lock_arr[arr[2]], *lock_arr[arr[3]] ) {}
+    } else if (num_locks == 8) {
+        mutex( *lock_arr[arr[0]], *lock_arr[arr[1]], *lock_arr[arr[2]], *lock_arr[arr[3]], *lock_arr[arr[4]], *lock_arr[arr[5]], *lock_arr[arr[6]], *lock_arr[arr[7]] ) {}
+    }
+}
+
+bool done = false;
+uint64_t total = 0;
+size_t num_gen = 100; // number of rand orderings per thd
+size_t ** rand_arrs;
+
+// generate repeatable orderings for each experiment
+void gen_orders() {
+    rand_arrs = aalloc( threads );
+    for ( i; threads )
+        rand_arrs[i] = aalloc( num_locks * num_gen );
+
+    size_t work_arr[num_locks];
+
+    for ( i; num_locks )
+        work_arr[i] = i;
+
+    size_t curr_idx;
+    for ( i; threads ) {
+        state = i;
+        curr_idx = 0;
+        for ( j; num_gen ) {
+            for ( size_t k = num_locks; k > 0; k-- ) {
+                size_t rand_idx = next_int() % k; // choose one of remaining elems in work_arr
+                rand_arrs[i][curr_idx] = work_arr[rand_idx];
+                curr_idx++;
+
+                // swap chosen elem to end so it isn't picked again
+                size_t temp = work_arr[rand_idx];
+                work_arr[rand_idx] = work_arr[k - 1];
+                work_arr[k - 1] = temp;
+            }
+        }
+        
+    }
+}
+
+thread worker { size_t * my_arr; };
+static inline void ?{}( worker & this, cluster & clu, size_t id ) {
+    ((thread &)this){ clu };
+    this.my_arr = rand_arrs[id];
+}
+
+void main( worker & w ) with(w) {
+    uint64_t count = 0;
+    while (true) {
+        locks( my_arr + (count % num_gen) * num_locks );
+        count++;
+        if (done) break;
+    }
+    __atomic_add_fetch(&total, count, __ATOMIC_SEQ_CST);
+}
+    
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    if ( num_locks == -1 ) { printf("must pass # of locks to program!\n"); exit( EXIT_FAILURE ); }
+    cluster clus;
+    processor * proc[threads];
+    for ( i; threads ) // create procs
+        (*(proc[i] = alloc())){clus};
+
+    lock_arr = aalloc( num_locks );
+
+    if (num_locks >= 2) {
+        lock_arr[0] = &l1; lock_arr[1] = &l2;
+    }
+    if (num_locks >= 4) {
+        lock_arr[2] = &l3; lock_arr[3] = &l4;
+    }
+    if (num_locks == 8) {
+        lock_arr[4] = &l5; lock_arr[5] = &l6; lock_arr[6] = &l7; lock_arr[7] = &l8;
+    }
+
+    gen_orders();
+
+    worker * w[threads];
+    for ( i; threads ) // create threads
+        (*(w[i] = alloc())){ clus, i };
+    
+    sleep( 10`s );
+    done = true;
+
+    for ( i; threads ) // delete threads
+        delete(w[i]);
+
+    for ( i; threads ) // delete procs
+        delete(proc[i]);
+
+    for ( i; threads )
+        adelete(rand_arrs[i]);
+    adelete(rand_arrs);
+
+    adelete(lock_arr);
+    
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/baseline.cc
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/baseline.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/baseline.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,36 @@
+#include <cstdio>
+#include <mutex>
+#include <thread>
+#include <chrono>
+#include "../bench.h"
+#include "cppLock.hpp"
+
+cpp_test_spinlock LOCKS;
+
+bool done = false;
+uint64_t total = 0;
+void thread_main() {
+    BENCH( lock( LOCKS ); unlock( LOCKS );, total, done )
+}
+
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    std::thread myThreads[threads];
+
+    for (int i = 0; i < threads; i++) {
+        myThreads[i] = std::thread(thread_main); // move constructed
+    }
+
+    std::this_thread::sleep_for (std::chrono::seconds(10));
+    done = true;
+    
+    for (int i = 0; i < threads; i++) {
+        myThreads[i].join();
+    }
+
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/cppLock.hpp
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/cppLock.hpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/cppLock.hpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,37 @@
+class cpp_test_spinlock {
+	volatile bool lockBool = 0;
+
+  public:
+	inline void lock() {
+		for ( ;; ) {
+			if ( (this->lockBool == 0) && (__atomic_test_and_set( &this->lockBool, __ATOMIC_ACQUIRE ) == 0) ) break;
+		}
+	}
+
+	inline bool try_lock() {
+		return (this->lockBool == 0) && (__atomic_test_and_set( &this->lockBool, __ATOMIC_ACQUIRE ) == 0);
+	}
+
+	inline void unlock() {
+		__atomic_clear( &this->lockBool, __ATOMIC_RELEASE );
+	}
+};
+
+inline void lock( cpp_test_spinlock &a, cpp_test_spinlock &b ) {
+    a.lock(); b.lock();
+}
+inline void lock( cpp_test_spinlock &a, cpp_test_spinlock &b, cpp_test_spinlock &c, cpp_test_spinlock &d ) {
+    a.lock(); b.lock(); c.lock(); d.lock();
+}
+inline void lock( cpp_test_spinlock &a, cpp_test_spinlock &b, cpp_test_spinlock &c, cpp_test_spinlock &d, cpp_test_spinlock &e, cpp_test_spinlock &f, cpp_test_spinlock &g, cpp_test_spinlock &h ) {
+    a.lock(); b.lock(); c.lock(); d.lock(); e.lock(); f.lock(); g.lock(); h.lock();
+}
+inline void unlock( cpp_test_spinlock &a, cpp_test_spinlock &b ) {
+    a.unlock(); b.unlock();
+}
+inline void unlock( cpp_test_spinlock &a, cpp_test_spinlock &b, cpp_test_spinlock &c, cpp_test_spinlock &d ) {
+    a.unlock(); b.unlock(); c.unlock(); d.unlock();
+}
+inline void unlock( cpp_test_spinlock &a, cpp_test_spinlock &b, cpp_test_spinlock &c, cpp_test_spinlock &d, cpp_test_spinlock &e, cpp_test_spinlock &f, cpp_test_spinlock &g, cpp_test_spinlock &h ) {
+    a.unlock(); b.unlock(); c.unlock(); d.unlock(); e.unlock(); f.unlock(); g.unlock(); h.unlock();
+}
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/order.cc
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/order.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/order.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,36 @@
+#include <cstdio>
+#include <mutex>
+#include <thread>
+#include <chrono>
+#include "../bench.h"
+#include "cppLock.hpp"
+
+cpp_test_spinlock LOCKS;
+
+bool done = false;
+uint64_t total = 0;
+void thread_main() {
+    BENCH( std::scoped_lock lock( LOCKS );, total, done )
+}
+
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    std::thread myThreads[threads];
+
+    for (int i = 0; i < threads; i++) {
+        myThreads[i] = std::thread(thread_main); // move constructed
+    }
+
+    std::this_thread::sleep_for (std::chrono::seconds(10));
+    done = true;
+    
+    for (int i = 0; i < threads; i++) {
+        myThreads[i].join();
+    }
+
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/rand.cc
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/rand.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/cpp/rand.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,110 @@
+#include <cstdio>
+#include <mutex>
+#include <thread>
+#include <chrono>
+#include <stdlib.h>
+#include "cppLock.hpp"
+
+#include "../bench.h"
+
+cpp_test_spinlock LOCKS;
+cpp_test_spinlock  ** lock_arr;
+
+inline void locks( size_t * arr ) {
+    if (num_locks == 2) {
+        std::scoped_lock lock( *lock_arr[arr[0]], *lock_arr[arr[1]] );
+    } else if (num_locks == 4) {
+        std::scoped_lock lock( *lock_arr[arr[0]], *lock_arr[arr[1]], *lock_arr[arr[2]], *lock_arr[arr[3]] );
+    } else if (num_locks == 8) {
+        std::scoped_lock lock( *lock_arr[arr[0]], *lock_arr[arr[1]], *lock_arr[arr[2]], *lock_arr[arr[3]], *lock_arr[arr[4]], *lock_arr[arr[5]], *lock_arr[arr[6]], *lock_arr[arr[7]] );
+    }
+}
+
+bool done = false;
+uint64_t total = 0;
+size_t num_gen = 100; // number of rand orderings per thd
+size_t ** rand_arrs;
+
+// generate repeatable orderings for each experiment
+void gen_orders() {
+    rand_arrs = new size_t *[threads];
+    for ( int i = 0; i < threads; i++ )
+        rand_arrs[i] = new size_t[ num_locks * num_gen ];
+
+    size_t work_arr[num_locks];
+
+    for ( int i = 0; i < num_locks; i++ )
+        work_arr[i] = i;
+
+    size_t curr_idx;
+    for ( int i = 0; i < threads; i++ ) {
+        state = i;
+        curr_idx = 0;
+        for ( int j = 0; j < num_gen; j++ ) {
+            for ( size_t k = num_locks; k > 0; k-- ) {
+                size_t rand_idx = next_int() % k; // choose one of remaining elems in work_arr
+                rand_arrs[i][curr_idx] = work_arr[rand_idx];
+                curr_idx++;
+
+                // swap chosen elem to end so it isn't picked again
+                size_t temp = work_arr[rand_idx];
+                work_arr[rand_idx] = work_arr[k - 1];
+                work_arr[k - 1] = temp;
+            }
+        }
+        
+    }
+}
+
+void thread_main( int id ) {
+    size_t * my_arr = rand_arrs[id];
+    uint64_t count = 0;
+    while (true) {
+        locks( my_arr + (count % num_gen) * num_locks );
+        count++;
+        if (done) break;
+    }
+    __atomic_add_fetch(&total, count, __ATOMIC_SEQ_CST);
+}
+
+int main( int argc, char * argv[] ) {
+	BENCH_START()
+    if ( num_locks == -1 ) { printf("must pass # of locks to program!\n"); exit( EXIT_FAILURE ); }
+    
+    lock_arr = new cpp_test_spinlock *[ num_locks ];
+
+    if (num_locks >= 2) {
+        lock_arr[0] = &l1; lock_arr[1] = &l2;
+    }
+    if (num_locks >= 4) {
+        lock_arr[2] = &l3; lock_arr[3] = &l4;
+    }
+    if (num_locks == 8) {
+        lock_arr[4] = &l5; lock_arr[5] = &l6; lock_arr[6] = &l7; lock_arr[7] = &l8;
+    }
+
+    gen_orders();
+
+    std::thread myThreads[threads];
+    for (int i = 0; i < threads; i++) {
+        myThreads[i] = std::thread(thread_main, i); // move constructed
+    }
+
+    std::this_thread::sleep_for (std::chrono::seconds(10));
+    done = true;
+    
+    for (int i = 0; i < threads; i++) {
+        myThreads[i].join();
+    }
+
+    for ( int i = 0; i < threads; i++ )
+        delete[] rand_arrs[i];
+    delete[] rand_arrs;
+    delete[] lock_arr;
+
+	printf( "%lu\n", total );
+}
+
+// Local Variables: //
+// tab-width: 4 //
+// End: //
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/plotData.py
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/plotData.py	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/plotData.py	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,112 @@
+import os
+import sys
+import time
+import matplotlib.pyplot as plt
+import matplotlib.ticker as ticks
+import math
+from scipy import stats as st
+import numpy as np
+from enum import Enum
+from statistics import median
+
+import matplotlib
+matplotlib.use("pgf")
+matplotlib.rcParams.update({
+    "pgf.texsystem": "pdflatex",
+    'font.family': 'serif',
+    'text.usetex': True,
+    'pgf.rcfonts': False,
+})
+
+readfile = open(sys.argv[1], "r")
+
+machineName = ""
+
+if len(sys.argv) > 2:
+    machineName = sys.argv[2]
+
+# first line has num times per experiment
+line = readfile.readline()
+numTimes = int(line)
+
+# second line has processor args
+line = readfile.readline()
+procs = []
+for val in line.split():
+    procs.append(int(val))
+
+# 3rd line has num locks args
+line = readfile.readline()
+locks = []
+for val in line.split():
+    locks.append(int(val))
+
+# 4th line has number of variants
+line = readfile.readline()
+names = line.split()
+numVariants = len(names)
+
+lines = (line.rstrip() for line in readfile) # All lines including the blank ones
+lines = (line for line in lines if line) # Non-blank lines
+
+nameSet = False
+currLocks = -1 # default val
+count = 0
+procCount = 0
+currVariant = 0
+name = "Aggregate Lock"
+var_name = ""
+sendData = [0.0 for j in range(numVariants)]
+data = [[0.0 for i in range(len(procs))] for j in range(numVariants)]
+bars = [[[0.0 for i in range(len(procs))],[0.0 for k in range(len(procs))]] for j in range(numVariants)]
+tempData = [0.0 for i in range(numTimes)]
+for idx, line in enumerate(lines):
+    # print(line)
+    
+    if currLocks == -1:
+        lineArr = line.split()
+        currLocks = lineArr[-1]
+        continue
+
+    if line[0:5] == "cores":
+        continue
+
+    if not nameSet:
+        nameSet = True
+        continue
+    
+    lineArr = line.split()
+    tempData[count] = float(lineArr[-1])
+    count += 1
+    if count == numTimes:
+        currMedian = median( tempData )
+        data[currVariant][procCount] = currMedian
+        lower, upper = st.t.interval(0.95, numTimes - 1, loc=np.mean(tempData), scale=st.sem(tempData))
+        bars[currVariant][0][procCount] = currMedian - lower
+        bars[currVariant][1][procCount] = upper - currMedian
+        count = 0
+        procCount += 1
+
+        if procCount == len(procs):
+            procCount = 0
+            nameSet = False
+            currVariant += 1
+
+            if currVariant == numVariants:
+                fig, ax = plt.subplots()
+                plt.title(name + " Benchmark: " + str(currLocks) + " Locks")
+                plt.ylabel("Throughput (entries)")
+                plt.xlabel("Cores")
+                for idx, arr in enumerate(data):
+                    plt.errorbar( procs, arr, [bars[idx][0], bars[idx][1]], capsize=2, marker='o' )
+                plt.yscale("log")
+                ax.get_yaxis().set_major_formatter(ticks.ScalarFormatter())
+                plt.xticks(procs)
+                ax.legend(names)
+                # fig.savefig("plots/" + machineName + name + "_" + str(currLocks) + ".png")
+                plt.savefig("plots/" + machineName + name + "_" + str(currLocks) + ".pgf")
+                fig.clf()
+
+                # reset
+                currLocks = -1
+                currVariant = 0
Index: doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/run
===================================================================
--- doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/run	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/benchmarks/mutex_stmt/run	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,230 @@
+#!/bin/bash -
+
+false=0; true=1
+
+# Usage: arch [ hostname ] returns hostname, cores, startcore
+#
+#   Define machine architecture based on starting socket, CPUs (cores) per socket, number of
+#   sockets, has hyperthreading.
+
+start=0
+
+arch() {
+	hostname=${1:-`hostname`}			# return value
+	hashyper=${true}					# assume machine has hyperthreads
+	if [ "${hostname}" = "plg2" ] ; then
+		startsocket=${start}
+		cps=16							# coresPerSocket
+		sockets=2
+		hashyper=${false}				# has no hyperthreads
+	elif [ "${hostname}" = "nasus" ] ; then
+		startsocket=${start}
+		cps=64							# coresPerSocket
+		sockets=2
+	elif [ "${hostname}" = "pyke" ] ; then
+		startsocket=${start}
+		cps=24							# coresPerSocket
+		sockets=2
+	elif [ "${hostname}" = "jax" ] ; then
+		startsocket=${start}
+		cps=24							# coresPerSocket
+		sockets=4
+	else
+		echo "unsupported host" ${hostname}
+		exit 1
+	fi
+	cores=$(( ${cps} * ${sockets} ))
+	startcore=$(( ${startsocket} * ${cps} ))
+}
+
+# Usage: affinity (global cps, sockets, startsocket, hashyper, cores, startcore, wrap)
+#   returns taskset argument
+#
+#   This routine assumes hyperthreading has only 2 hyperthreads per core.
+#
+#   If hyperthread scanning is used: processor units are assigned across the low-number hyperthreads
+#   of the socket's cores. When the low-number hyperthreads are filled, the high-number hyperhtreads
+#   are assigned across the socket's cores. Then the next socket is assigned.
+#
+#   If hyperthread wrapping is used: processor units are assigned in low/high-number pairs of
+#   hyperthreads across the socket's cores. Then the next socket is assigned.
+
+wrap=${false}							# set to control hyperthread assignment across socket cores
+
+affinity() {
+	if [ ${wrap} -eq ${true} -a ${hashyper} -eq ${false} ] ; then
+		echo "architecture does not support hyperthreading for wrapping"
+		exit 1
+	fi
+	taskset=""							# return value
+	set -- $(( ${1} - 1 ))				# decrement $1
+	if [ ${1} -eq 0 ] ; then taskset="${startcore}-${startcore}"; return; fi
+	if [ ${1} -ge $(( ${cps} * ( ${sockets} - ${startsocket} ) * ( ${hashyper} + 1 ) )) ] ; then # error
+		echo "not enough cores $(( ${cores} * ${sockets} )) for $(( ${1} + 1 )) starting at ${startcore}"
+		exit 1
+	fi
+	if [ ${hashyper} -eq ${false} ] ; then taskset="${startcore}-$(( ${1} + ${startcore} ))"; return; fi # no hyperthreads
+	start2=$(( ${startcore} + ${cores} ))
+	if [ ${wrap} -eq ${true} ] ; then 	# hyperthread wrapping
+		end1=$(( ${1} / 2 + ${startcore} ))
+		end2=$(( ${end1} + ${cores} ))
+		if [ $(( ${1} % 2 )) -eq 0 ] ; then
+			end2=$(( ${end2} - 1 ))
+		fi
+		taskset="${startcore}-${end1},${start2}-${end2}"
+	else								# hyperthread scanning
+		if [ ${1} -lt ${cps} ] ; then taskset="${startcore}-$(( ${1} + ${startcore} ))"; return; fi
+		filled=$(( ${1} / ( ${cps} * 2 ) * ${cps} ))
+		modulus=$(( ${1} % ( ${cps} * 2 ) ))	# leftover cores added to saturated sockets
+		if [ ${modulus} -gt ${cps} ] ; then
+			taskset="${startcore}-$(( ${startcore} + ${filled} + ${cps} - 1 )),${start2}-$(( ${start2} + ${filled} + ${modulus} % ${cps} ))"
+		else
+			taskset="${startcore}-$(( ${startcore} + ${filled} + ${modulus} )),${start2}-$(( ${start2} + ${filled} - 1 ))"
+		fi
+	fi
+}
+
+numtimes=11
+
+# locks=('-DLOCKS=L1' '-DLOCKS=L2' '-DLOCKS=L3' '-DLOCKS=L4' '-DLOCKS=L5' '-DLOCKS=L6' '-DLOCKS=L7' '-DLOCKS=L8')
+# locks='1 2 3 4 5 6 7 8'
+lock_flags=('-DLOCKS=L2' '-DLOCKS=L4' '-DLOCKS=L8')
+locks=('2' '4' '8')
+
+num_threads='2 4 8 16 24 32'
+# num_threads='2 4 8'
+
+# toggle benchmarks
+order=${true}
+rand=${true}
+baseline=${true}
+
+runCFA=${true}
+runCPP=${true}
+# runCFA=${false}
+# runCPP=${false}
+
+cfa=~/cfa-cc/driver/cfa
+cpp=g++
+
+# Helpers to minimize code duplication
+
+# repeats a command ${numtimes}
+preprint=''
+repeat_command() {
+    t=1
+    while [ ${t} -le ${numtimes} ] ; do
+        echo -n -e ${preprint}
+        "${@}"
+        t=`expr ${t} + 1`
+    done
+}
+
+# prints the leading info for a given run of a variant
+print_header() {
+    echo ${1}':'
+    echo -e "cores\tthroughput (entries)"
+}
+
+# runs the current benchmark with provided args
+# only works for standard-run benchmarks (not Akka)
+# must split into pre and post args to be able to supply val of p
+pre_args=''
+post_args=''
+single_run() {
+    affinity ${1}
+    preprint="${1}\t"
+    repeat_command taskset -c ${taskset} ./a.${hostname} ${pre_args} ${1} ${post_args}
+}
+
+# runs the current bench for all processor vals
+# works for standard benchs that dont need to set a config file (not Akka or CAF)
+run_bench() {
+    for p in ${num_threads} ; do
+        single_run ${p}
+    done
+}
+
+arch # get hostname
+
+# set up leading info for python script
+echo $numtimes
+echo $num_threads
+
+for i in ${!locks[@]}; do
+        echo -n ${locks[$i]}' '
+done
+echo ""
+
+if [ ${runCFA} -eq ${true} ] ; then
+    if [ ${order} -eq ${true} ] ; then
+        echo -n 'CFA-order '
+    fi
+    if [ ${baseline} -eq ${true} ] ; then
+        echo -n 'CFA-baseline '
+    fi
+    if [ ${rand} -eq ${true} ] ; then
+        echo -n 'CFA-rand '
+    fi
+fi # done CFA
+if [ ${runCPP} -eq ${true} ] ; then
+    if [ ${order} -eq ${true} ] ; then
+        echo -n 'CPP-order '
+    fi
+    if [ ${baseline} -eq ${true} ] ; then
+        echo -n 'CPP-baseline '
+    fi
+    if [ ${rand} -eq ${true} ] ; then
+        echo -n 'CPP-rand '
+    fi
+fi # done CPP
+echo ""
+
+# done printing header info for output
+
+# cfa flags
+cfa_flags='-quiet -O3 -nodebug -DNDEBUG'
+
+# cpp flagse
+cpp_flags='-O3 -std=c++17 -lpthread -pthread -DNDEBUG'
+
+# run the benchmarks
+
+run_order() {
+    echo "locks: "${1}
+    post_args=${1}
+
+    if [ ${runCFA} -eq ${true} ] ; then
+        cd cfa # CFA RUN
+        print_header 'CFA-'${3}
+        ${cfa} ${cfa_flags} ${2} ${3}.cfa -o a.${hostname} > /dev/null 2>&1
+        run_bench
+        rm a.${hostname}
+        cd - > /dev/null
+    fi # done CFA
+
+    if [ ${runCPP} -eq ${true} ] ; then
+        cd cpp # CPP RUN
+        print_header 'CPP-'${3}
+        ${cpp} ${cpp_flags} ${2} ${3}.cc -o a.${hostname} > /dev/null 2>&1
+        run_bench
+        rm a.${hostname}
+        cd - > /dev/null
+    fi # done CPP
+}
+
+# /usr/bin/time -f "%Uu %Ss %Er %Mkb"
+
+for i in ${!locks[@]}; do
+    if [ ${order} -eq ${true} ] ; then
+        run_order ${locks[$i]} ${lock_flags[$i]} 'order'
+    fi
+    if [ ${baseline} -eq ${true} ] ; then
+        run_order ${locks[$i]} ${lock_flags[$i]} 'baseline'
+    fi
+    if [ ${rand} -eq ${true} ] ; then
+        run_order ${locks[$i]} '-DLOCKS=L8' 'rand'
+    fi
+done
+
+
Index: doc/theses/colby_parsons_MMAth/data/nasusExecutorMem
===================================================================
--- doc/theses/colby_parsons_MMAth/data/nasusExecutorMem	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/nasusExecutorMem	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-441.864MB & 139.912MB & 7714.548MB & 116.476MB & 549.812MB
+441MB & 139MB & 7714MB & 116MB & 549MB
Index: doc/theses/colby_parsons_MMAth/data/nasusSendDynamic
===================================================================
--- doc/theses/colby_parsons_MMAth/data/nasusSendDynamic	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/nasusSendDynamic	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-43 & 9501 & 7483 & 72 & 5547
+43ns & 9501ns & 7483ns & 72ns & 5547ns
Index: doc/theses/colby_parsons_MMAth/data/nasusSendStatic
===================================================================
--- doc/theses/colby_parsons_MMAth/data/nasusSendStatic	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/nasusSendStatic	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-22 & 2779 & 59 & 40 & 68
+22ns & 2779ns & 59ns & 40ns & 68ns
Index: doc/theses/colby_parsons_MMAth/data/pykeExecutorMem
===================================================================
--- doc/theses/colby_parsons_MMAth/data/pykeExecutorMem	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/pykeExecutorMem	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-677.536MB & 165.024MB & 8046.684MB & 185.552MB & 563.512MB
+677MB & 165MB & 8046MB & 185MB & 563MB
Index: doc/theses/colby_parsons_MMAth/data/pykeSendDynamic
===================================================================
--- doc/theses/colby_parsons_MMAth/data/pykeSendDynamic	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/pykeSendDynamic	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-56 & 8476 & 5972 & 81 & 4179
+56ns & 8476ns & 5972ns & 81ns & 4179ns
Index: doc/theses/colby_parsons_MMAth/data/pykeSendStatic
===================================================================
--- doc/theses/colby_parsons_MMAth/data/pykeSendStatic	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/data/pykeSendStatic	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-23 & 1712 & 74 & 40 & 90
+23ns & 1712ns & 74ns & 40ns & 90ns
Index: doc/theses/colby_parsons_MMAth/diagrams/M_to_one_swap.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/M_to_one_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/M_to_one_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,45 @@
+
+
+\tikzset{every picture/.style={line width=0.75pt}} %set default line width to 0.75pt        
+
+\begin{tikzpicture}[x=0.75pt,y=0.75pt,yscale=-1,xscale=1]
+%uncomment if require: \path (0,300); %set diagram left start at 0, and has height of 300
+
+%Shape: Circle [id:dp6105354805918368] 
+\draw   (81,28.71) .. controls (81,23.35) and (85.35,19) .. (90.71,19) .. controls (96.08,19) and (100.43,23.35) .. (100.43,28.71) .. controls (100.43,34.08) and (96.08,38.43) .. (90.71,38.43) .. controls (85.35,38.43) and (81,34.08) .. (81,28.71) -- cycle ;
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+% Text Node
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+
+
+\end{tikzpicture}
Index: doc/theses/colby_parsons_MMAth/diagrams/acyclic_swap.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/acyclic_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/acyclic_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,75 @@
+
+
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+% Text Node
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+
+
+\end{tikzpicture}
Index: doc/theses/colby_parsons_MMAth/diagrams/chain_swap.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/chain_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/chain_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,38 @@
+
+
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+
+\begin{tikzpicture}[x=0.75pt,y=0.75pt,yscale=-1,xscale=1]
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+\draw (103,44) node [anchor=north west][inner sep=0.75pt]   [align=left] {{\footnotesize Thieves}};
+
+
+\end{tikzpicture}
Index: doc/theses/colby_parsons_MMAth/diagrams/cyclic_swap.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/cyclic_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/cyclic_swap.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,72 @@
+
+
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+
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Index: doc/theses/colby_parsons_MMAth/diagrams/gulp.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/gulp.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/gulp.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,118 @@
+
+
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Index: doc/theses/colby_parsons_MMAth/diagrams/inverted_actor.tikz
===================================================================
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Index: doc/theses/colby_parsons_MMAth/diagrams/standard_actor.tikz
===================================================================
--- doc/theses/colby_parsons_MMAth/diagrams/standard_actor.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/diagrams/standard_actor.tikz	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
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Index: c/theses/colby_parsons_MMAth/figures/gulp.tikz
===================================================================
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Index: doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-Multi.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-Multi.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-Multi.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
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Index: doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-One.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-One.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusCFABalance-One.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1677 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
+%%   \import{<path to file>}{<filename>.pgf}
+%%
+%% Matplotlib used the following preamble
+%%
+\begingroup%
+\makeatletter%
+\begin{pgfpicture}%
+\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{6.400000in}{4.800000in}}%
+\pgfusepath{use as bounding box, clip}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetmiterjoin%
+\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.000000pt}%
+\definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{6.400000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{6.400000in}{4.800000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{4.800000in}}%
+\pgfpathclose%
+\pgfusepath{fill}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetmiterjoin%
+\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.000000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetstrokeopacity{0.000000}%
+\pgfsetdash{}{0pt}%
+\pgfpathmoveto{\pgfqpoint{0.800000in}{0.528000in}}%
+\pgfpathlineto{\pgfqpoint{5.760000in}{0.528000in}}%
+\pgfpathlineto{\pgfqpoint{5.760000in}{4.224000in}}%
+\pgfpathlineto{\pgfqpoint{0.800000in}{4.224000in}}%
+\pgfpathclose%
+\pgfusepath{fill}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.025455in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.025455in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 1\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.121393in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.121393in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 2\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.313269in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.313269in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 4\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.697021in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.697021in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 8\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{2.464526in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=2.464526in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 16\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.232031in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=3.232031in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 24\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
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+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{3.999536in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=3.999536in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 32\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
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+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
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+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{5.534545in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
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+\pgftext[x=5.534545in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 48\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
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+\pgftext[x=3.280000in,y=0.251766in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont Cores}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
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+\pgfsetfillcolor{currentfill}%
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+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
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+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{0.800000in}{0.528000in}%
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+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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+\end{pgfscope}%
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+}%
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Index: doc/theses/colby_parsons_MMAth/figures/nasusCFAExecutor.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusCFAExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusCFAExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1696 @@
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Index: doc/theses/colby_parsons_MMAth/figures/nasusCFAMatrix.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusCFAMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusCFAMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
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Index: doc/theses/colby_parsons_MMAth/figures/nasusCFARepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusCFARepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusCFARepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1658 @@
+%% Creator: Matplotlib, PGF backend
+%%
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Index: doc/theses/colby_parsons_MMAth/figures/nasusExecutor.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,2868 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
+%%   \import{<path to file>}{<filename>.pgf}
+%%
+%% Matplotlib used the following preamble
+%%
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Index: doc/theses/colby_parsons_MMAth/figures/nasusMatrix.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
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Index: doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/nasusRepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,2710 @@
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Index: doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-Multi.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-Multi.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-Multi.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1681 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
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+%%
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Index: doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-One.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-One.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeCFABalance-One.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1734 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
+%%   \import{<path to file>}{<filename>.pgf}
+%%
+%% Matplotlib used the following preamble
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Index: doc/theses/colby_parsons_MMAth/figures/pykeCFAExecutor.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeCFAExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeCFAExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1696 @@
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Index: doc/theses/colby_parsons_MMAth/figures/pykeCFAMatrix.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeCFAMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeCFAMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1835 @@
+%% Creator: Matplotlib, PGF backend
+%%
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+%%
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Index: doc/theses/colby_parsons_MMAth/figures/pykeCFARepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeCFARepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeCFARepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,1677 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
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Index: doc/theses/colby_parsons_MMAth/figures/pykeExecutor.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeExecutor.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,2811 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
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+%%
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+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
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+%%   \usepackage{import}
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+%%
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Index: doc/theses/colby_parsons_MMAth/figures/pykeMatrix.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeMatrix.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,2596 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
+%%   \input{<filename>.pgf}
+%%
+%% Make sure the required packages are loaded in your preamble
+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
+%% from other directories you can use the `import` package
+%%   \usepackage{import}
+%% and then include the figures with
+%%   \import{<path to file>}{<filename>.pgf}
+%%
+%% Matplotlib used the following preamble
+%%
+\begingroup%
+\makeatletter%
+\begin{pgfpicture}%
+\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{6.400000in}{4.800000in}}%
+\pgfusepath{use as bounding box, clip}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetmiterjoin%
+\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.000000pt}%
+\definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{6.400000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{6.400000in}{4.800000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{4.800000in}}%
+\pgfpathclose%
+\pgfusepath{fill}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetmiterjoin%
+\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.000000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetstrokeopacity{0.000000}%
+\pgfsetdash{}{0pt}%
+\pgfpathmoveto{\pgfqpoint{0.800000in}{0.528000in}}%
+\pgfpathlineto{\pgfqpoint{5.760000in}{0.528000in}}%
+\pgfpathlineto{\pgfqpoint{5.760000in}{4.224000in}}%
+\pgfpathlineto{\pgfqpoint{0.800000in}{4.224000in}}%
+\pgfpathclose%
+\pgfusepath{fill}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.025455in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.025455in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 1\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
+\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}%
+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.121393in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.121393in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 2\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
+\pgfsetroundjoin%
+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetfillcolor{currentfill}%
+\pgfsetlinewidth{0.803000pt}%
+\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{currentstroke}%
+\pgfsetdash{}{0pt}%
+\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{%
+\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
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+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.313269in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
+\pgfsetstrokecolor{textcolor}%
+\pgfsetfillcolor{textcolor}%
+\pgftext[x=1.313269in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 4\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
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+\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}%
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+\pgfsetlinewidth{0.803000pt}%
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+\pgfusepath{stroke,fill}%
+}%
+\begin{pgfscope}%
+\pgfsys@transformshift{1.697021in}{0.528000in}%
+\pgfsys@useobject{currentmarker}{}%
+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}%
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+\pgftext[x=1.697021in,y=0.430778in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont \(\displaystyle 8\)}%
+\end{pgfscope}%
+\begin{pgfscope}%
+\pgfsetbuttcap%
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+\pgfsetlinewidth{0.803000pt}%
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+}%
+\begin{pgfscope}%
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+\end{pgfscope}%
+\end{pgfscope}%
+\begin{pgfscope}%
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+\end{pgfscope}%
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+}%
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Index: doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf
===================================================================
--- doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/figures/pykeRepeat.pgf	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,2754 @@
+%% Creator: Matplotlib, PGF backend
+%%
+%% To include the figure in your LaTeX document, write
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+%%
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+%%   \usepackage{pgf}
+%%
+%% Figures using additional raster images can only be included by \input if
+%% they are in the same directory as the main LaTeX file. For loading figures
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+%%   \usepackage{import}
+%% and then include the figures with
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+%%
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Index: c/theses/colby_parsons_MMAth/figures/standard_actor.tikz
===================================================================
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-\draw (186,6) node [anchor=north west][inner sep=0.75pt]   [align=left] {{\footnotesize Worker Threads}};
-% Text Node
-\draw (91,9) node [anchor=north west][inner sep=0.75pt]   [align=left] {{\footnotesize Actors}};
-% Text Node
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Index: doc/theses/colby_parsons_MMAth/local.bib
===================================================================
--- doc/theses/colby_parsons_MMAth/local.bib	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/local.bib	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -21,5 +21,4 @@
 @string{pldi="Programming Language Design and Implementation"}
 
-% actor work stealing papers
 @inproceedings{barghi18,
   title={Work-stealing, locality-aware actor scheduling},
@@ -38,2 +37,18 @@
   year={2017}
 }
+
+@mastersthesis{Delisle18,
+author={{Delisle, Thierry}},
+title={Concurrency in C∀},
+year={2018},
+publisher="UWSpace",
+url={http://hdl.handle.net/10012/12888}
+}
+
+@phdthesis{Delisle22,
+author={{Delisle, Thierry}},
+title={The C∀ Scheduler},
+year={2022},
+publisher="UWSpace",
+url={http://hdl.handle.net/10012/18941}
+}
Index: doc/theses/colby_parsons_MMAth/text/CFA_concurrency.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/CFA_concurrency.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/text/CFA_concurrency.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,24 @@
+\chapter{Concurrency in \CFA}\label{s:cfa_concurrency}
+
+The groundwork for concurrency in \CFA was laid by Thierry Delisle in his Master's Thesis\cite{Delisle18}. In that work he introduced coroutines, user level threading, and monitors. Not listed in that work were the other concurrency features that were needed as building blocks, such as locks, futures, and condition variables which he also added to \CFA.
+
+\section{Threading Model}\label{s:threading}
+\CFA has user level threading and supports a $M:N$ threading model where $M$ user threads are scheduled on $N$ cores, where both $M$ and $N$ can be explicitly set by the user. Cores are used by a program by creating instances of a \code{processor} struct. User threads types are defined using the \code{thread} keyword, in the place where a \code{struct} keyword is typically used. For each thread type a corresponding main must be defined, which is where the thread starts running once it is created. Listing~\ref{l:cfa_thd_init} shows an example of processor and thread creation. When processors are added, they are added alongside the existing processor given to each program. Thus if you want $N$ processors you need to allocate $N-1$. To join a thread the thread must be deallocated, either deleted if it is allocated on the heap, or go out of scope if stack allocated. The thread performing the deallocation will wait for the thread being deallocated to terminate before the deallocation can occur. A thread terminates by returning from the main routine where it starts.
+
+\begin{cfacode}[tabsize=3,caption={\CFA user thread and processor creation},label={l:cfa_thd_init}]
+
+thread my_thread {}     // user thread type
+void main( my_thread & this ) { // thread start routine
+    printf("Hello threading world\n");
+}
+
+int main() {
+    // add 2 processors, now 3 total
+    processor p[2];    
+    {
+        my_thread t1;
+        my_thread t2;
+    } // waits for threads to end before going out of scope
+}
+
+\end{cfacode}
Index: doc/theses/colby_parsons_MMAth/text/CFA_intro.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/CFA_intro.tex	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/text/CFA_intro.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -5,15 +5,235 @@
 % ======================================================================
 
-% potentially discuss rebindable references, with stmt, and operators
-
 \section{Overview}
+The following serves as an introduction to \CFA. \CFA is a layer over C, is transpiled to C and is largely considered to be an extension of C. Beyond C, it adds productivity features, libraries, a type system, and many other language constructions. However, \CFA stays true to C as a language, with most code revolving around \code{struct}'s and routines, and respects the same rules as C. \CFA is not object oriented as it has no notion of \code{this} and no classes or methods, but supports some object oriented adjacent ideas including costructors, destructors, and limited inheritance. \CFA is rich with interesting features, but a subset that is pertinent to this work will be discussed.
+
+\section{References}
+References in \CFA are similar to references in \CC, however in \CFA references are rebindable, and support multi-level referencing. References in \CFA are a layer of syntactic sugar over pointers to reduce the number of ref/deref operations needed with pointer usage. Some examples of references in \CFA are shown in Listing~\ref{l:cfa_ref}.
+
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA references},label={l:cfa_ref}]
+int i = 2;
+int & ref_i = i;            // declare ref to i
+int * ptr_i = &i;           // ptr to i
+
+// address of ref_i is the same as address of i
+assert( &ref_i == ptr_i );
+
+int && ref_ref_i = ref_i;   // can have a ref to a ref
+ref_i = 3;                  // set i to 3
+int new_i = 4;
+
+// syntax to rebind ref_i (must cancel implicit deref)
+&ref_i = &new_i; // (&*)ref_i = &new_i; (sets underlying ptr)
+\end{cfacode}
+
+
+\section{Overloading}
+In \CFA routines can be overloaded on parameter type, number of parameters, and return type. Variables can also be overloaded on type, meaning that two variables can have the same name so long as they have different types. The variables will be disambiguated via type, sometimes requiring a cast. The code snippet in Listing~\ref{l:cfa_overload} contains examples of overloading.
+
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA function overloading},label={l:cfa_overload}]
+int foo() { printf("A\n");  return 0;}
+int foo( int bar ) { printf("B\n"); return 1; }
+int foo( double bar ) { printf("C\n"); return 2; }
+double foo( double bar ) { printf("D\n"); return 3;}
+void foo( double bar ) { printf("%.0f\n", bar); }
+
+int main() {
+    foo();                  // prints A
+    foo( 0 );               // prints B
+    int a = foo( 0.0 );     // prints C
+    double a = foo( 0.0 );  // prints D
+    foo( a );               // prints 3
+}
+\end{cfacode}
+
+
+\section{With Statement}
+The with statement is a tool for exposing members of aggregate types within a scope in \CFA. It allows users to use fields of aggregate types without using their fully qualified name. This feature is also implemented in Pascal. It can exist as a stand-alone statement or it can be used on routines to expose fields in the body of the routine. An example is shown in Listing~\ref{l:cfa_with}.
+
+
+\begin{cfacode}[tabsize=3,caption={Usage of \CFA with statement},label={l:cfa_with}]
+struct obj {
+    int a, b, c;
+};
+struct pair {
+    double x, y;
+};
+
+// Stand-alone with stmt:
+pair p;
+with( p ) {
+    x = 6.28;
+    y = 1.73;
+}
+
+// Can be used on routines:
+void foo( obj o, pair p ) with( o, p ) {
+    a = 1;
+    b = 2;
+    c = 3;
+    x = 3.14;
+    y = 2.71;
+}
+
+// routine foo is equivalent to routine bar:
+void bar( obj o, pair p ) {
+    o.a = 1;
+    o.b = 2;
+    o.c = 3;
+    p.x = 3.14;
+    p.y = 2.71;
+}
+\end{cfacode}
+
+
+\section{Operators}
+Operators can be overloaded in \CFA with operator routines. Operators in \CFA are named using the operator symbol and '?' to respresent operands.
+An example is shown in Listing~\ref{l:cfa_operate}.
+
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA operators},label={l:cfa_operate}]
+struct coord {
+    double x;
+    double y;
+    double z;
+};
+coord ++?( coord & c ) with(c) {
+    x++;
+    y++;
+    z++;
+    return c;
+}
+coord ?<=?( coord op1, coord op2 ) with( op1 ) {
+    return (x*x + y*y + z*z) <= 
+        (op2.x*op2.x + op2.y*op2.y + op2.z*op2.z);
+}
+\end{cfacode}
+
+
+\section{Constructors and Destructors}
+Constructors and destructors in \CFA are two special operator routines that are used for creation and destruction of objects. The default constructor and destructor for a type are called implicitly upon creation and deletion respectively if they are defined. An example is shown in Listing~\ref{l:cfa_ctor}.
+
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA constructors and destructors},label={l:cfa_ctor}]
+struct discrete_point {
+    int x;
+    int y;
+};
+void ?{}( discrete_point & this ) with(this) { // ctor
+    x = 0;
+    y = 0;
+}
+void ?{}( discrete_point & this, int x, int y ) { // ctor
+    this.x = x;
+    this.y = y;
+}
+void ^?{}( discrete_point & this ) with(this) { // dtor
+    x = 0;
+    y = 0;
+}
+
+int main() {
+    discrete_point d; // implicit call to ?{}
+    discrete_point p{}; // same call as line above
+    discrete_point dp{ 2, -4 }; // specialized ctor
+} // ^d{}, ^p{}, ^dp{} all called as they go out of scope
+\end{cfacode}
+
 
 \section{Polymorphism}\label{s:poly}
-
-\section{Overloading}
-
-\section{Constructors and Destructors}
-
-\section{With Statement}
-
-\section{Threading Model}\label{s:threading}
+C does not natively support polymorphism, and requires users to implement polymorphism themselves if they want to use it. \CFA extends C with two styles of polymorphism that it supports, parametric polymorphism and nominal inheritance.
+
+\subsection{Parametric Polymorphism}
+\CFA provides parametric polymorphism in the form of \code{forall}, and \code{trait}s. A \code{forall} takes in a set of types and a list of constraints. The declarations that follow the \code{forall} are parameterized over the types listed that satisfy the constraints. Sometimes the list of constraints can be long, which is where a \code{trait} can be used. A \code{trait} is a collection of constraints that is given a name and can be reused in foralls. An example of the usage of parametric polymorphism in \CFA is shown in Listing~\ref{l:cfa_poly}.
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA polymorphism},label={l:cfa_poly}]
+// sized() is a trait that means the type has a size
+forall( V & | sized(V) )        // type params for trait
+trait vector_space {
+    V add( V, V );              // vector addition
+    V scalar_mult( int, V );    // scalar multiplication
+
+    // dtor and copy ctor needed in constraints to pass by copy
+    void ?{}( V &, V & );       // copy ctor for return
+    void ^?{}( V & );           // dtor
+};
+
+forall( V & | vector_space( V )) {
+    V get_inverse( V v1 ) {
+        return scalar_mult( -1, v1 );  // can use ?*? routine defined in trait
+    }
+    V add_and_invert( V v1, V v2 ) {
+        return get_inverse( add( v1, v2 ) );  // can use ?*? routine defined in trait
+    }
+}
+struct Vec1 { int x; };
+void ?{}( Vec1 & this, Vec1 & other ) { this.x = other.x; }
+void ?{}( Vec1 & this, int x ) { this.x = x; }
+void ^?{}( Vec1 & this ) {}
+Vec1 add( Vec1 v1, Vec1 v2 ) { v1.x += v2.x; return v1; }
+Vec1 scalar_mult( int c, Vec1 v1 ) { v1.x = v1.x * c; return v1; }
+
+struct Vec2 { int x; int y; };
+void ?{}( Vec2 & this, Vec2 & other ) { this.x = other.x; this.y = other.y; }
+void ?{}( Vec2 & this, int x ) { this.x = x; this.y = x; }
+void ^?{}( Vec2 & this ) {}
+Vec2 add( Vec2 v1, Vec2 v2 ) { v1.x += v2.x; v1.y += v2.y; return v1; }
+Vec2 scalar_mult( int c, Vec2 v1 ) { v1.x = v1.x * c; v1.y = v1.y * c; return v1; }
+
+int main() {
+    Vec1 v1{ 1 }; // create Vec1 and call ctor
+    Vec2 v2{ 2 }; // create Vec2 and call ctor
+
+    // can use forall defined routines since types satisfy trait
+    add_and_invert( get_inverse( v1 ), v1 );
+    add_and_invert( get_inverse( v2 ), v2 );
+}
+
+\end{cfacode}
+
+\subsection{Inheritance}
+Inheritance in \CFA copies its style from Plan-9 C nominal inheritance. In \CFA structs can \code{inline} another struct type to gain its fields and to be able to be passed to routines that require a parameter of the inlined type. An example of \CFA inheritance is shown in Listing~\ref{l:cfa_inherit}.
+
+\begin{cfacode}[tabsize=3,caption={Example of \CFA inheritance},label={l:cfa_inherit}]
+struct one_d { double x; };
+struct two_d { 
+    inline one_d;
+    double y;
+};
+struct three_d { 
+    inline two_d;
+    double z;
+};
+double get_x( one_d & d ){ return d.x; }
+
+struct dog {};
+struct dog_food {
+    int count;
+};
+struct pet {
+    inline dog;
+    inline dog_food;
+};
+void pet_dog( dog & d ){printf("woof\n");}
+void print_food( dog_food & f ){printf("%d\n", f.count);}
+
+int main() {
+    one_d x;
+    two_d y;
+    three_d z;
+    x.x = 1;
+    y.x = 2;
+    z.x = 3;
+    get_x( x ); // returns 1;
+    get_x( y ); // returns 2;
+    get_x( z ); // returns 3;
+    pet p;
+    p.count = 5;
+    pet_dog( p );    // prints woof
+    print_food( p ); // prints 5
+}
+\end{cfacode}
+
+
Index: doc/theses/colby_parsons_MMAth/text/actors.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/actors.tex	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/text/actors.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,13 +1,13 @@
 % ======================================================================
 % ======================================================================
-\chapter{Concurrent Actors}\label{s:actors}
+\chapter{Actors}\label{s:actors}
 % ======================================================================
 % ======================================================================
 
-% C_TODO: add citations
-Before discussing \CFA's actor system in detail, it is important to first describe the actor model, and the classic approach to implementing an actor system.
-
-\section{The Actor Model} % \cite{Hewitt73}
-The actor model is a paradigm of concurrent computation, where tasks are broken into units of work that are distributed to actors in the form of messages \cite{}. Actors execute asynchronously upon receiving a message and can modify their own state, make decisions, spawn more actors, and send messages to other actors. The actor model is an implicit model of concurrency. As such, one strength of the actor model is that it abstracts away many considerations that are needed in other paradigms of concurrent computation. Mutual exclusion, and locking are rarely relevant concepts to users of an actor model, as actors typically operate on local state.
+% C_TODO: add citations throughout chapter
+Actors are a concurrent feature that abstracts threading away from a user, and instead provides \newterm{actors} and \newterm{messages} as building blocks for concurrency. This is a form of what is called \newterm{implicit concurrency}, where programmers write concurrent code without having to worry about explicit thread synchronization and mutual exclusion. The study of actors can be broken into two concepts, the \newterm{actor model}, which describes the model of computation and the \newterm{actor system}, which refers to the implementation of the model in practice. Before discussing \CFA's actor system in detail, it is important to first describe the actor model, and the classic approach to implementing an actor system.
+
+\section{The Actor Model}
+The actor model is a paradigm of concurrent computation, where tasks are broken into units of work that are distributed to actors in the form of messages \cite{Hewitt73}. Actors execute asynchronously upon receiving a message and can modify their own state, make decisions, spawn more actors, and send messages to other actors. The actor model is an implicit model of concurrency. As such, one strength of the actor model is that it abstracts away many considerations that are needed in other paradigms of concurrent computation. Mutual exclusion, and locking are rarely relevant concepts to users of an actor model, as actors typically operate on local state.
 
 \section{Classic Actor System}
@@ -16,6 +16,6 @@
 \begin{figure}
 \begin{tabular}{l|l}
-\subfloat[Actor-centric system]{\label{f:standard_actor}\input{figures/standard_actor.tikz}} & 
-\subfloat[Message-centric system]{\label{f:inverted_actor}\raisebox{.1\height}{\input{figures/inverted_actor.tikz}}} 
+\subfloat[Actor-centric system]{\label{f:standard_actor}\input{diagrams/standard_actor.tikz}} & 
+\subfloat[Message-centric system]{\label{f:inverted_actor}\raisebox{.1\height}{\input{diagrams/inverted_actor.tikz}}} 
 \end{tabular}
 \caption{Classic and inverted actor implementation approaches with sharded queues.}
@@ -44,9 +44,8 @@
 
 \item
-Creates a static-typed actor system that catches actor-message mismatches at compile time.
-% C_TODO: create and/or mention other safety features (allocation/deadlock/etc)
+Provides a suite of safety and productivity features including static-typing, detection of erroneous message sends, statistics tracking, and more.
 \end{enumerate}
 
-\subsection{\CFA Actor Syntax}
+\section{\CFA Actor Syntax}
 \CFA is not an object oriented language and it does not have run-time type information (RTTI). As such all message sends and receives between actors occur using exact type matching. To use actors in \CFA you must \code{\#include <actors.hfa>}. To create an actor type one must define a struct which inherits from the base \code{actor} struct via the \code{inline} keyword. This is the Plan-9 C-style nominal inheritance discussed in Section \ref{s:poly}. Similarly to create a message type a user must define a struct which \code{inline}'s the base \code{message} struct.
 
@@ -70,5 +69,5 @@
 Allocation receive( derived_actor & receiver, derived_msg & msg ) {
     printf("The message contained the string: %s\n", msg.word);
-    return Finished; // Return inished since actor is done
+    return Finished; // Return finished since actor is done
 }
 
@@ -77,5 +76,5 @@
     derived_actor my_actor;         
     derived_msg my_msg{ "Hello World" }; // Constructor call
-    my_actor | my_msg;   // Send message via bar operator
+    my_actor << my_msg;   // Send message via left shift operator
     stop_actor_system(); // Waits until actors are finished
     return 0;
@@ -109,5 +108,5 @@
 
 \item[\LstBasicStyle{\textbf{Finished}}]
-tells the executor to mark the respective actor as being finished executing. In this case the executor will not call any destructors or deallocate any objects. This status is used when the actors are stack allocated or if the user wants to manage deallocation of actors themselves. In the case of messages, \code{Finished} is no different than \code{Nodelete} since the executor does not need to track if messages are done work.
+tells the executor to mark the respective actor as being finished executing. In this case the executor will not call any destructors or deallocate any objects. This status is used when the actors are stack allocated or if the user wants to manage deallocation of actors themselves. In the case of messages, \code{Finished} is no different than \code{Nodelete} since the executor does not need to track if messages are done work. As such \code{Finished} is not supported for messages and is used internally by the executor to track if messages have been used for debugging purposes.
 \end{description}
 
@@ -124,17 +123,17 @@
 All actors must be created after calling \code{start_actor_system} so that the executor can keep track of the number of actors that have been allocated but have not yet terminated.
 
-All message sends are done using the bar operater, \ie |. The signature of the bar operator is:
+All message sends are done using the left shift operater, \ie <<, similar to the syntax of \CC's output. The signature of the left shift operator is:
 \begin{cfacode}
-Allocation ?|?( derived_actor & receiver, derived_msg & msg )
+Allocation ?<<?( derived_actor & receiver, derived_msg & msg )
 \end{cfacode}
 
-An astute eye will notice that this is the same signature as the \code{receive} routine which is no coincidence. The \CFA compiler generates a bar operator routine definition and forward declaration of the bar operator for each \code{receive} routine that has the appropriate signature. The generated routine packages the message and actor in an \hyperref[s:envelope]{envelope} and adds it to the executor's queues via an executor routine. As part of packaging the envelope, the bar operator routine sets a function pointer in the envelope to point to the appropriate receive routine for given actor and message types. 
-
-\subsection{\CFA Executor}\label{s:executor}
+An astute eye will notice that this is the same signature as the \code{receive} routine which is no coincidence. The \CFA compiler generates a \code{?<<?} routine definition and forward declaration for each \code{receive} routine that has the appropriate signature. The generated routine packages the message and actor in an \hyperref[s:envelope]{envelope} and adds it to the executor's queues via an executor routine. As part of packaging the envelope, the \code{?<<?} routine sets a function pointer in the envelope to point to the appropriate receive routine for given actor and message types. 
+
+\section{\CFA Executor}\label{s:executor}
 This section will describe the basic architecture of the \CFA executor. Any discussion of work stealing is omitted until Section \ref{s:steal}. The executor of an actor system is the scheduler that organizes where actors behaviours are run and how messages are sent and delivered. In \CFA the executor lays out actors across the sharded message queues in round robin order as they are created. The message queues are split across worker threads in equal chunks, or as equal as possible if the number of message queues is not divisible by the number of workers threads.
 
 \begin{figure}
 \begin{center}
-\input{figures/gulp.tikz}
+\input{diagrams/gulp.tikz}
 \end{center}
 \caption{Diagram of the queue gulping mechanism.}
@@ -146,5 +145,5 @@
 To process its local queue, a worker thread takes each unit of work off the queue and executes it. Since all messages to a given actor will be in the same queue, this guarantees atomicity across behaviours of that actor since it can only execute on one thread at a time. After running behaviour, the worker thread looks at the returned allocation status and takes the corresponding action. Once all actors have marked themselves as being finished the executor initiates shutdown by inserting a sentinel value into the message queues. Once a worker thread sees a sentinel it stops running. After all workers stop running the actor system shutdown is complete.
 
-\subsection{Envelopes}\label{s:envelope}
+\section{Envelopes}\label{s:envelope}
 In actor systems messages are sent and received by actors. When a actor receives a message it  executes its behaviour that is associated with that message type. However the unit of work that stores the message, the receiving actor's address, and other pertinent information needs to persist between send and the receive. Furthermore the unit of work needs to be able to be stored in some fashion, usually in a queue, until it is executed by an actor. All these requirements are fulfilled by a construct called an envelope. The envelope wraps up the unit of work and also stores any information needed by data structures such as link fields. To meet the persistence requirement the envelope is dynamically allocated and cleaned up after it has been delivered and its payload has run.
 
@@ -153,5 +152,5 @@
 This frequent allocation of envelopes with each message send between actors results in heavy contention on the memory allocator. As such, a way to alleviate contention on the memory allocator could result in performance improvement. Contention was reduced using a novel data structure that called a \newterm{copy queue}.
 
-\subsubsection{The Copy Queue}
+\subsection{The Copy Queue}\label{s:copyQueue}
 The copy queue is a thin layer over a dynamically sized array that is designed with the envelope use case in mind. A copy queue supports the typical queue operations of push/pop but in a different way than a typical array based queue. The copy queue is designed to take advantage of the \hyperref[s:executor]{gulping} pattern. As such the amortized rutime cost of each push/pop operation for the copy queue is $O(1)$. In contrast, a naive array based queue often has either push or pop cost $O(n)$ and the other cost $O(1)$ since for at least one of the operations all the elements of the queue have to be shifted over. Since the worker threads gulp each queue to operate on locally, this creates a usage pattern of the queue where all elements are popped from the copy queue without any interleaved pushes. As such, during pop operations there is no need to shift array elements. An index is stored in the copy queue data structure which keeps track of which element to pop next allowing pop to be $O(1)$. Push operations are amortized $O(1)$ since pushes may cause doubling reallocations of the underlying dynamic sized array.
 
@@ -162,14 +161,14 @@
 To mitigate this a memory reclamation scheme was introduced. Initially the memory reclamation naively reclaimed one index of the array per gulp if the array size was above a low fixed threshold. This approach had a problem. The high memory usage watermark nearly doubled with this change! The issue with this approach can easily be highlighted with an example. Say that there is a fixed throughput workload where a queue never has more than 19 messages at a time. If the copy queue starts with a size of 10, it will end up doubling at some point to size 20 to accomodate 19 messages. However, after 2 gulps and subsequent reclamations the array would be size 18. The next time 19 messages are enqueued, the array size is doubled to 36! To avoid this issue a second check was added to reclamation. Each copy queue started tracking the utilization of their array size. Reclamation would only occur if less than half of the array was being utilized. In doing this the reclamation scheme was able to achieve a lower high watermark and a lower overall memory utilization when compared to the non-reclamation copy queues. However, the use of copy queues still incurs a higher memory cost than the list based queueing. With the inclusion of a memory reclamation scheme the increase in memory usage is reasonable considering the performance gains and will be discussed further in Section \ref{s:actor_perf}.
 
-\subsection{Work Stealing}\label{s:steal}
+\section{Work Stealing}\label{s:steal}
 Work stealing is a scheduling strategy that attempts to load balance, and increase resource untilization by having idle threads steal work. There are many parts that make up a work stealing actor scheduler, but the two that will be highlighted in this work are the stealing mechanism and victim selection.
 
 % C_TODO enter citation for langs
-\subsubsection{Stealing Mechanism}
+\subsection{Stealing Mechanism}
 In this discussion of work stealing the worker being stolen from will be referred to as the \newterm{victim} and the worker stealing work will be called the \newterm{thief}. The stealing mechanism presented here differs from existing work stealing actor systems due the inverted actor system. Other actor systems such as Akka \cite{} and CAF \cite{} have work stealing, but since they use an classic actor system that is actor-centric, stealing work is the act of stealing an actor from a dequeue. As an example, in CAF, the sharded actor queue is a set of double ended queues (dequeues). Whenever an actor is moved to a ready queue, it is inserted into a worker's dequeue. Workers then consume actors from the dequeue and execute their behaviours. To steal work, thieves take one or more actors from a victim's dequeue. This action creates contention on the dequeue, which can slow down the throughput of the victim. The notion of which end of the dequeue is used for stealing, consuming, and inserting is not discussed since it isn't relevant. By the pigeon hole principle there are three dequeue operations (push/victim pop/thief pop) that can occur concurrently and only two ends to a dequeue, so work stealing being present in a dequeue based system will always result in a potential increase in contention on the dequeues.
 
-% C_TODO: insert stealing diagram
-
-In \CFA, the work stealing is unique, since existing work stealing systems do not use the inverted actor system. While other systems are concerned with stealing actors, the \CFA actor system steals queues. The goal of the \CFA actor work stealing mechanism is to have a zero-victim-cost stealing mechanism. This does not means that stealing has no cost. This goal is to ensure that stealing work does not impact the performance of victim workers. This means that thieves can not contend with victims, and that victims should perform no stealing related work unless they become a thief. In theory this goal is not achieved, but results will be presented that show the goal is achieved in practice. In \CFA's actor system workers own a set of sharded queues which they iterate over and gulp. If a worker has iterated over the queues they own twice without finding any work, they try to steal a queue from another worker. Stealing a queue is done wait-free with a few atomic instructions that can only create contention with other stealing workers. To steal a queue a worker does the following:
+% C_TODO: maybe insert stealing diagram
+
+In \CFA, the actor work stealing implementation is unique. While other systems are concerned with stealing actors, the \CFA actor system steals queues. This is a result of \CFA's use of the inverted actor system.  The goal of the \CFA actor work stealing mechanism is to have a zero-victim-cost stealing mechanism. This does not means that stealing has no cost. This goal is to ensure that stealing work does not impact the performance of victim workers. This means that thieves can not contend with victims, and that victims should perform no stealing related work unless they become a thief. In theory this goal is not achieved, but results will be presented that show the goal is achieved in practice. In \CFA's actor system workers own a set of sharded queues which they iterate over and gulp. If a worker has iterated over the queues they own twice without finding any work, they try to steal a queue from another worker. Stealing a queue is done wait-free with a few atomic instructions that can only create contention with other stealing workers. To steal a queue a worker does the following:
 \begin{enumerate}[topsep=5pt,itemsep=3pt,parsep=0pt]
 \item
@@ -183,5 +182,4 @@
 \end{enumerate}
 
-% C_TODO insert array of queues diagram
 Once a thief fails or succeeds in stealing a queue, it goes back to its own set of queues and iterates over them again. It will only try to steal again once it has completed two consecutive iterations over its owned queues without finding any work. The key to the stealing mechnism is that the queues can still be operated on while they are being swapped. This elimates any contention between thieves and victims. The first key to this is that actors and workers maintain two distinct arrays of references to queues. Actors will always receive messages via the same queues. Workers, on the other hand will swap the pointers to queues in their shared array and operate on queues in the range of that array that they own. Swapping queues is a matter of atomically swapping two pointers in the worker array. As such pushes to the queues can happen concurrently during the swap since pushes happen via the actor queue references.
 
@@ -189,5 +187,5 @@
 
 
-\subsubsection{Queue Swap Correctness}
+\subsection{Queue Swap Correctness}
 Given the wait-free swap used is novel, it is important to show that it is correct. Firstly, it is clear to show that the swap is wait-free since all workers will fail or succeed in swapping the queues in a finite number of steps since there are no locks or looping. There is no retry mechanism in the case of a failed swap, since a failed swap either means the work was already stolen, or that work was stolen from the thief. In both cases it is apropos for a thief to given up on stealing. \CFA-style pseudocode for the queue swap is presented below. The swap uses compare-and-swap (\code{CAS}) which is just pseudocode for C's \code{__atomic_compare_exchange_n}. A pseudocode implementation of \code{CAS} is also shown below. The correctness of the wait-free swap will now be discussed in detail. To first verify sequential correctness, consider the equivalent sequential swap below:
 
@@ -275,24 +273,56 @@
 In the failed case the outcome is correct in steps 1 and 2 since no writes have occured so the program state is unchanged. In the failed case of step 3 the program state is safely restored to its state it had prior to the \code{0p} write in step 2, thanks to the invariant that makes the write back to the \code{0p} pointer safe.
 
-\subsubsection{Stealing Guarantees}
+\subsection{Stealing Guarantees}
 
 % C_TODO insert graphs for each proof
 Given that the stealing operation can potentially fail, it is important to discuss the guarantees provided by the stealing implementation. Given a set of $N$ swaps a set of connected directed graphs can be constructed where each vertex is a queue and each edge is a swap directed from a thief queue to a victim queue. Since each thief can only steal from one victim at a time, each vertex can only have at most one outgoing edge. A corollary that can be drawn from this, is that there are at most $V$ edges in this constructed set of connected directed graphs, where $V$ is the total number of vertices.
+
+\begin{figure}
+\begin{center}
+\input{diagrams/M_to_one_swap.tikz}
+\end{center}
+\caption{Graph of $M$ thieves swapping with one victim.}
+\label{f:M_one_swap}
+\end{figure}
 
 \begin{theorem}
 Given $M$ thieves queues all attempting to swap with one victim queue, and no other swaps occuring that involve these queues, at least one swap is guaranteed to succeed.
 \end{theorem}\label{t:one_vic}
+A graph of the $M$ thieves swapping with one victim discussed in this theorem is presented in Figure~\ref{f:M_one_swap}.
+\\
 First it is important to state that a thief will not attempt to steal from themselves. As such, the victim here is not also a thief. Stepping through the code in \ref{c:swap}, for all thieves steps 0-1 succeed since the victim is not stealing and will have no queue pointers set to be \code{0p}. Similarly for all thieves step 2 will succeed since no one is stealing from any of the thieves. In step 3 the first thief to \code{CAS} will win the race and successfully swap the queue pointer. Since it is the first one to \code{CAS} and \code{CAS} is atomic, there is no way for the \code{CAS} to fail since no other thief could have written to the victim's queue pointer and the victim did not write to the pointer since they aren't stealing. Hence at least one swap is guaranteed to succeed in this case.
+
+\begin{figure}
+\begin{center}
+\input{diagrams/chain_swap.tikz}
+\end{center}
+\caption{Graph of a chain of swaps.}
+\label{f:chain_swap}
+\end{figure}
 
 \begin{theorem}
 Given $M$ > 1, ordered queues pointers all attempting to swap with the queue in front of them in the ordering, except the first queue, and no other swaps occuring that involve these queues, at least one swap is guaranteed to succeed.
 \end{theorem}\label{t:vic_chain}
+A graph of the chain of swaps discussed in this theorem is presented in Figure~\ref{f:chain_swap}.
+\\
 This is a proof by contradiction. Assume no swaps occur. Then all thieves must have failed at step 1, step 2 or step 3. For a given thief $b$ to fail at step 1, thief $b + 1$ must have succeded at step 2 before $b$ executes step 0. Hence, not all thieves can fail at step 1. Furthermore if a thief $b$ fails at step 1 it logically splits the chain into two subchains $0 <- b$ and $b + 1 <- M - 1$, where $b$ has become solely a victim since its swap has failed and it did not modify any state. There must exist at least one chain containing two or more queues after since it is impossible for a split to occur both before and after a thief, since that requires failing at step 1 and succeeding at step 2. Hence, without loss of generality, whether thieves succeed or fail at step 1, this proof can proceed inductively.
 
 For a given thief $i$ to fail at step 2, it means that another thief $j$ had to have written to $i$'s queue pointer between $i$'s step 0 and step 2. The only way for $j$ to write to $i$'s queue pointer would be if $j$ was stealing from $i$ and had successfully finished step 3. If $j$ finished step 3 then the at least one swap was successful. Therefore all thieves did not fail at step 2. Hence all thieves must successfully complete step 2 and fail at step 3. However, since the first worker, thief $0$, is solely a victim and not a thief, it does not change the state of any of its queue pointers. Hence, in this case thief $1$ will always succeed in step 3 if all thieves succeed in step 2. Thus, by contradiction with the earlier assumption that no swaps occur, at least one swap must succeed.
+
+% \raisebox{.1\height}{}
+\begin{figure}
+\centering
+\begin{tabular}{l|l}
+\subfloat[Cyclic Swap Graph]{\label{f:cyclic_swap}\input{diagrams/cyclic_swap.tikz}} & 
+\subfloat[Acyclic Swap Graph]{\label{f:acyclic_swap}\input{diagrams/acyclic_swap.tikz}} 
+\end{tabular}
+\caption{Illustrations of cyclic and acyclic swap graphs.}
+\end{figure}
 
 \begin{theorem}
 Given a set of $M > 1$ swaps occuring that form a single directed connected graph. At least one swap is guaranteed to suceed if and only if the graph does not contain a cycle.
 \end{theorem}\label{t:vic_cycle}
+Representations of cyclic and acylic swap graphs discussed in this theorem are presented in Figures~\ref{f:cyclic_swap} and \ref{f:acyclic_swap}.
+\\
 First the reverse direction is proven. If the graph does not contain a cycle, then there must be at least one successful swap. Since the graph contains no cycles and is finite in size, then there must be a vertex $A$ with no outgoing edges. The graph can then be formulated as a tree with $A$ at the top since each node only has at most one outgoing edge and there are no cycles. The forward direction is proven by contradiction in a similar fashion to \ref{t:vic_chain}. Assume no swaps occur. Similar to \ref{t:vic_chain}, this graph can be inductively split into subgraphs of the same type by failure at step 1, so the proof proceeds without loss of generality. Similar to \ref{t:vic_chain} the conclusion is drawn that all thieves must successfully complete step 2 for no swaps to occur, since for step 2 to fail, a different thief has to successfully complete step 3, which would imply a successful swap. Hence, the only way forward is to assume all thieves successfully complete step 2. Hence for there to be no swaps all thieves must fail step 3. However, since $A$ has no outgoing edges, since the graph is connected there must be some $K$ such that $K < M - 1$ thieves are attempting to swap with $A$. Since all $K$ thieves have passed step 2, similar to \ref{t:one_vic} the first one of the $K$ thieves to attempt step 3 is guaranteed to succeed. Thus, by contradiction with the earlier assumption that no swaps occur, if the graph does not contain a cycle, at least one swap must succeed.
 
@@ -300,8 +330,277 @@
 
 % C_TODO: go through and use \paragraph to format to make it look nicer
-\subsubsection{Victim Selection}
+\subsection{Victim Selection}\label{s:victimSelect}
 In any work stealing algorithm thieves have some heuristic to determine which victim to choose from. Choosing this algorithm is difficult and can have implications on performance. There is no one selection heuristic that is known to be the best on all workloads. Recent work focuses on locality aware scheduling in actor systems\cite{barghi18}\cite{wolke17}. However, while locality aware scheduling provides good performance on some workloads, something as simple as randomized selection performs better on other workloads\cite{barghi18}. Since locality aware scheduling has been explored recently, this work introduces a heuristic called \newterm{longest victim} and compares it to randomized work stealing. The longest victim heuristic maintains a timestamp per worker thread that is updated every time a worker attempts to steal work. Thieves then attempt to steal from the thread with the oldest timestamp. This means that if two thieves look to steal at the same time, they likely will attempt to steal from the same victim. This does increase the chance at contention between thieves, however given that workers have multiple queues under them, often in the tens or hundreds of queues per worker it is rare for two queues to attempt so steal the same queue. Furthermore in the case they attempt to steal the same queue at least one of them is guaranteed to successfully steal the queue as shown in Theorem \ref{t:one_vic}. Additonally, the longest victim heuristic makes it very improbable that the no swap scenario presented in Theorem \ref{t:vic_cycle} manifests. Given the longest victim heuristic, for a cycle to manifest it would require all workers to attempt to steal in a short timeframe. This is the only way that more than one thief could choose another thief as a victim, since timestamps are only updated upon attempts to steal. In this case, the probability of lack of any successful swaps is a non issue, since it is likely that these steals were not important if all workers are trying to steal.
 
-\subsection{Safety}
-
-\subsection{Performance}\label{s:actor_perf}
+\section{Safety and Productivity}
+\CFA's actor system comes with a suite of safety and productivity features. Most of these features are present in \CFA's debug mode, but are removed when code is compiled in nodebug mode. Some of the features include:
+
+\begin{itemize}
+\item Static-typed message sends. If an actor does not support receiving a given message type, the actor program is rejected at compile time, allowing unsupported messages to never be sent to actors.
+\item Detection of message sends to Finished/Destroyed/Deleted actors. All actors have a ticket that assigns them to a respective queue. The maximum integer value of the ticket is reserved to indicate that an actor is dead, and subsequent message sends result in an error.
+\item Actors made before the executor can result in undefined behaviour since an executor needs to be created beforehand so it can give out the tickets to actors. As such, this is detected and an error is printed.
+\item When an executor is created, the queues are handed out to worker threads in round robin order. If there are fewer queues than worker threads, then some workers will spin and never do any work. There is no reasonable use case for this behaviour so an error is printed if the number of queues is fewer than the number of worker threads.
+\item A warning is printed when messages are deallocated without being sent. Since the \code{Finished} allocation status is unused for messages, it is used internally to detect if a message has been sent. Deallocating a message without sending it could indicate to a user that they are touching freed memory later, or it could point out extra allocations that could be removed.
+\end{itemize}
+
+In addition to these features, \CFA's actor system comes with a suite of statistics that can be toggled on and off. These statistics have minimal impact on the actor system's performance since they are counted on a per worker thread basis. During shutdown of the actor system they are aggregated, ensuring that the only atomic instructions used by the statistics counting happen at shutdown. The statistics measured are as follows.
+
+\begin{description}
+\item[\LstBasicStyle{\textbf{Actors Created}}]
+Actors created. Includes both actors made by the main and ones made by other actors.
+\item[\LstBasicStyle{\textbf{Messages Sent}}]
+Messages sent and received. Includes termination messages send to the worker threads.
+\item[\LstBasicStyle{\textbf{Gulps}}]
+Gulps that occured across the worker threads.
+\item[\LstBasicStyle{\textbf{Average Gulp Size}}]
+Average number of messages in a gulped queue.
+\item[\LstBasicStyle{\textbf{Missed gulps}}]
+Occurences where a worker missed a gulp due to the concurrent queue processing by another worker.
+\item[\LstBasicStyle{\textbf{Steal attempts}}]
+Worker threads attempts to steal work. 
+\item[\LstBasicStyle{\textbf{Steal failures (no candidates)}}]
+Work stealing failures due to selected victim not having any non empty or non-being-processed queues.
+\item[\LstBasicStyle{\textbf{Steal failures (failed swaps)}}]
+Work stealing failures due to the two stage atomic swap failing.
+\item[\LstBasicStyle{\textbf{Messages stolen}}]
+Aggregate of the number of messages in queues as they were stolen.
+\item[\LstBasicStyle{\textbf{Average steal size}}]
+Average number of messages in a stolen queue.
+\end{description}
+
+These statistics enable a user of \CFA's actor system to make informed choices about how to configure their executor, or how to structure their actor program. For example, if there is a lot of messages being stolen relative to the number of messages sent, it could indicate to a user that their workload is heavily imbalanced across worker threads. In another example, if the average gulp size is very high, it could indicate that the executor could use more queue sharding.
+
+% C_TODO cite poison pill messages and add languages
+Another productivity feature that is included is a group of poison-pill messages. Poison-pill messages are common across actor systems, including Akka and ProtoActor \cite{}. Poison-pill messages inform an actor to terminate. In \CFA, due to the allocation of actors and lack of garbage collection, there needs to be a suite of poison-pills. The messages that \CFA provides are \code{DeleteMsg}, \code{DestroyMsg}, and \code{FinishedMsg}. These messages are supported on all actor types via inheritance and when sent to an actor, the actor takes the corresponding allocation action after receiving the message. Note that any pending messages to the actor will still be sent. It is still the user's responsibility to ensure that an actor does not receive any messages after termination.
+
+\section{Performance}\label{s:actor_perf}
+The performance of \CFA's actor system is tested using a suite of microbenchmarks, and compared with other actor systems.
+Most of the benchmarks are the same as those presented in \ref{}, with a few additions. % C_TODO cite actor paper
+At the time of this work the versions of the actor systems are as follows. \CFA 1.0, \uC 7.0.0, Akka Typed 2.7.0, CAF 0.18.6, and ProtoActor-Go v0.0.0-20220528090104-f567b547ea07. Akka Classic is omitted as Akka Typed is their newest version and seems to be the direction they are headed in.
+The experiments are run on
+\begin{list}{\arabic{enumi}.}{\usecounter{enumi}\topsep=5pt\parsep=5pt\itemsep=0pt}
+\item
+Supermicro SYS--6029U--TR4 Intel Xeon Gold 5220R 24--core socket, hyper-threading $\times$ 2 sockets (48 process\-ing units) 2.2GHz, running Linux v5.8.0--59--generic
+\item
+Supermicro AS--1123US--TR4 AMD EPYC 7662 64--core socket, hyper-threading $\times$ 2 sockets (256 processing units) 2.0 GHz, running Linux v5.8.0--55--generic
+\end{list}
+
+The benchmarks are run on up to 48 cores. On the Intel, when going beyond 24 cores there is the choice to either hop sockets or to use hyperthreads. Either choice will cause a blip in performance trends, which can be seen in the following performance figures. On the Intel the choice was made to hyperthread instead of hopping sockets for experiments with more than 24 cores.
+
+All benchmarks presented are run 5 times and the median is taken. Error bars showing the 95\% confidence intervals are drawn on each point on the graphs. If the confidence bars are small enough, they may be obscured by the point. In this section \uC will be compared to \CFA frequently, as the actor system in \CFA was heavily based off \uC's actor system. As such the peformance differences that arise are largely due to the contributions of this work.
+
+\begin{table}[t]
+\centering
+\setlength{\extrarowheight}{2pt}
+\setlength{\tabcolsep}{5pt}
+
+\caption{Static Actor/Message Performance: message send, program memory}
+\label{t:StaticActorMessagePerformance}
+\begin{tabular}{*{5}{r|}r}
+    & \multicolumn{1}{c|}{\CFA (100M)} & \multicolumn{1}{c|}{CAF (10M)} & \multicolumn{1}{c|}{Akka (100M)} & \multicolumn{1}{c|}{\uC (100M)} & \multicolumn{1}{c@{}}{ProtoActor (100M)} \\
+    \hline																            
+    AMD		& \input{data/pykeSendStatic} \\
+    \hline																            
+    Intel	& \input{data/nasusSendStatic}
+\end{tabular}
+
+\bigskip
+
+\caption{Dynamic Actor/Message Performance: message send, program memory}
+\label{t:DynamicActorMessagePerformance}
+
+\begin{tabular}{*{5}{r|}r}
+    & \multicolumn{1}{c|}{\CFA (20M)} & \multicolumn{1}{c|}{CAF (2M)} & \multicolumn{1}{c|}{Akka (2M)} & \multicolumn{1}{c|}{\uC (20M)} & \multicolumn{1}{c@{}}{ProtoActor (2M)} \\
+    \hline																            
+    AMD		& \input{data/pykeSendDynamic} \\
+    \hline																            
+    Intel	& \input{data/nasusSendDynamic}
+\end{tabular}
+\end{table}
+
+\subsection{Message Sends}
+Message sending is the key component of actor communication. As such latency of a single message send is the fundamental unit of fast-path performance for an actor system. The following two microbenchmarks evaluate the average latency for a static actor/message send and a dynamic actor/message send. Static and dynamic refer to the allocation of the message and actor. In the static send benchmark a message and actor are allocated once and then the message is sent to the same actor repeatedly until it has been sent 100 million (100M) times. The average latency per message send is then calculated by dividing the duration by the number of sends. This benchmark evaluates the cost of message sends in the actor use case where all actors and messages are allocated ahead of time and do not need to be created dynamically during execution. The CAF static send benchmark only sends a message 10M times to avoid extensively long run times.
+
+In the dynamic send benchmark the same experiment is performed, with the change that with each send a new actor and message is allocated. This evaluates the cost of message sends in the other common actor pattern where actors and message are created on the fly as the actor program tackles a workload of variable or unknown size. Since dynamic sends are more expensive, this benchmark repeats the actor/message creation and send 20M times (\uC, \CFA), or 2M times (Akka, CAF, ProtoActor), to give an appropriate benchmark duration.
+
+The results from the static/dynamic send benchmarks are shown in Figures~\ref{t:StaticActorMessagePerformance} and \ref{t:DynamicActorMessagePerformance} respectively. \CFA leads the charts in both benchmarks, largely due to the copy queue removing the majority of the envelope allocations. In the static send benchmark all systems except CAF have static send costs that are in the same ballpark, only varying by ~70ns. In the dynamic send benchmark all systems experience slower message sends, as expected due to the extra allocations. However,  Akka and ProtoActor, slow down by a more significant margin than the \uC and \CFA. This is likely a result of Akka and ProtoActor's garbage collection, which can suffer from hits in performance for allocation heavy workloads, whereas \uC and \CFA have explicit allocation/deallocation.
+
+\subsection{Work Stealing}
+\CFA's actor system has a work stealing mechanism which uses the longest victim heuristic, introduced in Section~ref{s:victimSelect}. In this performance section, \CFA with the longest victim heuristic is compared with other actor systems on the benchmark suite, and is separately compared with vanilla non-stealing \CFA and \CFA with randomized work stealing.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusCFABalance-One.pgf}}
+        \subcaption{AMD \CFA Balance-One Benchmark}
+        \label{f:BalanceOneAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeCFABalance-One.pgf}}
+        \subcaption{Intel \CFA Balance-One Benchmark}
+        \label{f:BalanceOneIntel}
+    \end{subfigure}
+    \caption{The balance-one benchmark comparing stealing heuristics (lower is better).}
+\end{figure}
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusCFABalance-Multi.pgf}}
+        \subcaption{AMD \CFA Balance-Multi Benchmark}
+        \label{f:BalanceMultiAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeCFABalance-Multi.pgf}}
+        \subcaption{Intel \CFA Balance-Multi Benchmark}
+        \label{f:BalanceMultiIntel}
+    \end{subfigure}
+    \caption{The balance-multi benchmark comparing stealing heuristics (lower is better).}
+\end{figure}
+
+There are two benchmarks in which \CFA's work stealing is solely evaluated. The main goal of introducing work stealing to \CFA's actor system is to eliminate the pathological unbalanced cases that can present themselves in a system without some form of load balancing. The following two microbenchmarks construct two such pathological cases, and compare the work stealing variations of \CFA. The balance benchmarks adversarily takes advantage of the round robin assignment of actors to load all actors that will do work on specific cores and create 'dummy' actors that terminate after a single message send on all other cores. The workload on the loaded cores is the same as the executor benchmark described in \ref{s:executorPerf}, but with fewer rounds. The balance-one benchmark loads all the work on a single core, whereas the balance-multi loads all the work on half the cores (every other core). Given this layout, one expects the ideal speedup of work stealing in the balance-one case to be $N / N - 1$ where $N$ is the number of threads. In the balance-multi case the ideal speedup is 0.5. Note that in the balance-one benchmark the workload is fixed so decreasing runtime is expected. In the balance-multi experiment, the workload increases with the number of cores so an increasing or constant runtime is expected.
+
+On both balance microbenchmarks slightly less than ideal speedup compared to the non stealing variation is achieved by both the random and longest victim stealing heuristics. On the balance-multi benchmark \ref{f:BalanceMultiAMD},\ref{f:BalanceMultiIntel} the random heuristic outperforms the longest victim. This is likely a result of the longest victim heuristic having a higher stealing cost as it needs to maintain timestamps and look at all timestamps before stealing. Additionally, a performance cost can be observed when hyperthreading kicks in in Figure~\ref{f:BalanceMultiIntel}.
+
+In the balance-one benchmark on AMD \ref{f:BalanceOneAMD}, the performance bottoms out at 32 cores onwards likely due to the amount of work becoming less than the cost to steal it and move it across cores and cache. On Intel \ref{f:BalanceOneIntel}, above 32 cores the performance gets worse for all variants due to hyperthreading. Note that the non stealing variation of balance-one will slow down marginally as the cores increase due to having to create more dummy actors on the inactive cores during startup.
+
+\subsection{Executor}\label{s:executorPerf}
+The microbenchmarks in this section are designed to stress the executor. The executor is the scheduler of an actor system and is responsible for organizing the interaction of worker threads to service the needs of a workload. In the executor benchmark, 40'000 actors are created and assigned a group. Each group of actors is a group of 100 actors who send and receive 100 messages from all other actors in their group. Each time an actor completes all their sends and receives, they are done a round. After all groups have completed 400 rounds the system terminates. This microbenchmark is designed to flood the executor with a large number of messages flowing between actors. Given there is no work associated with each message, other than sending more messages, the intended bottleneck of this experiment is the executor message send process.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusExecutor.pgf}}
+        \subcaption{AMD Executor Benchmark}
+        \label{f:ExecutorAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeExecutor.pgf}}
+        \subcaption{Intel Executor Benchmark}
+        \label{f:ExecutorIntel}
+    \end{subfigure}
+    \caption{The executor benchmark comparing actor systems (lower is better).}
+\end{figure}
+
+The results of the executor benchmark in Figures~\ref{f:ExecutorIntel} and \ref{f:ExecutorAMD} show \CFA with the lowest runtime relative to its peers. The difference in runtime between \uC and \CFA is largely due to the usage of the copy queue described in Section~\ref{s:copyQueue}. The copy queue both reduces and consolidates allocations, heavily reducing contention on the memory allocator. Additionally, due to the static typing in \CFA's actor system, it is able to get rid of expensive dynamic casts that occur in \uC to disciminate messages by type. Note that dynamic casts are ususally not very expensive, but relative to the high performance of the rest of the implementation of the \uC actor system, the cost is significant.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusCFAExecutor.pgf}}
+        \subcaption{AMD \CFA Executor Benchmark}\label{f:cfaExecutorAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeCFAExecutor.pgf}}
+        \subcaption{Intel \CFA Executor Benchmark}\label{f:cfaExecutorIntel}
+    \end{subfigure}
+    \caption{Executor benchmark comparing \CFA stealing heuristics (lower is better).}
+\end{figure}
+
+When comparing the \CFA stealing heuristics in Figure~\ref{f:cfaExecutorAMD} it can be seen that the random heuristic falls slightly behind the other two, but in Figure~\ref{f:cfaExecutorIntel} the runtime of all heuristics are nearly identical to eachother.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusRepeat.pgf}}
+        \subcaption{AMD Repeat Benchmark}\label{f:RepeatAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeRepeat.pgf}}
+        \subcaption{Intel Repeat Benchmark}\label{f:RepeatIntel}
+    \end{subfigure}
+    \caption{The repeat benchmark comparing actor systems (lower is better).}
+\end{figure}
+
+The repeat microbenchmark also evaluates the executor. It stresses the executor's ability to withstand contention on queues, as it repeatedly fans out messages from a single client to 100000 servers who then all respond to the client. After this scatter and gather repeats 200 times the benchmark terminates. The messages from the servers to the client will likely all come in on the same queue, resulting in high contention. As such this benchmark will not scale with the number of processors, since more processors will result in higher contention. In Figure~\ref{f:RepeatAMD} we can see that \CFA performs well compared to \uC, however by less of a margin than the executor benchmark. One factor in this result is that the contention on the queues poses a significant bottleneck. As such the gains from using the copy queue are much less apparent.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusCFARepeat.pgf}}
+        \subcaption{AMD \CFA Repeat Benchmark}\label{f:cfaRepeatAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeCFARepeat.pgf}}
+        \subcaption{Intel \CFA Repeat Benchmark}\label{f:cfaRepeatIntel}
+    \end{subfigure}
+    \caption{The repeat benchmark comparing \CFA stealing heuristics (lower is better).}
+\end{figure}
+
+In Figure~\ref{f:RepeatIntel} \uC and \CFA are very comparable.
+In comparison with the other systems \uC does well on the repeat benchmark since it does not have work stealing. The client of this experiment is long running and maintains a lot of state, as it needs to know the handles of all the servers. When stealing the client or its respective queue (in \CFA's inverted model), moving the client incurs a high cost due to cache invalidation. As such stealing the client can result in a hit in performance. 
+This result is shown in Figure~\ref{f:cfaRepeatAMD} and \ref{f:cfaRepeatIntel} where the no-stealing version of \CFA performs better than both stealing variations.
+In particular on the Intel machine in Figure~\ref{f:cfaRepeatIntel}, the cost of stealing is higher, which can be seen in the vertical shift of Akka, CAF and CFA results in Figure~\ref{f:RepeatIntel} (\uC and ProtoActor do not have work stealing). The shift for CAF is particularly large, which further supports the hypothesis that CAF's work stealing is particularly eager.
+In both the executor and the repeat benchmark CAF performs poorly. It is hypothesized that CAF has an aggressive work stealing algorithm, that eagerly attempts to steal. This results in poor performance in benchmarks with small messages containing little work per message. On the other hand, in \ref{f:MatrixAMD} CAF performs much better since each message has a large amount of work, and few messages are sent, so the eager work stealing allows for the clean up of loose ends to occur faster. This hypothesis stems from experimentation with \CFA. CAF uses a randomized work stealing heuristic. In \CFA if the system is tuned so that it steals work much more eagerly with a randomized it was able to replicate the results that CAF achieves in the matrix benchmark, but this tuning performed much worse on all other microbenchmarks that we present, since they all perform a small amount of work per message.
+
+\begin{table}[t]
+    \centering
+    \setlength{\extrarowheight}{2pt}
+    \setlength{\tabcolsep}{5pt}
+    
+    \caption{Executor Program Memory High Watermark}
+    \label{t:ExecutorMemory}
+    \begin{tabular}{*{5}{r|}r}
+        & \multicolumn{1}{c|}{\CFA} & \multicolumn{1}{c|}{CAF} & \multicolumn{1}{c|}{Akka} & \multicolumn{1}{c|}{\uC} & \multicolumn{1}{c@{}}{ProtoActor} \\
+        \hline																            
+        AMD		& \input{data/pykeExecutorMem} \\
+        \hline																            
+        Intel	& \input{data/nasusExecutorMem}
+    \end{tabular}
+\end{table}
+
+Figure~\ref{t:ExecutorMemory} shows the high memory watermark of the actor systems when running the executor benchmark on 48 cores. \CFA has a high watermark relative to the other non-garbage collected systems \uC, and CAF. This is a result of the copy queue data structure, as it will overallocate storage and not clean up eagerly, whereas the per envelope allocations will always allocate exactly the amount of storage needed.
+
+\subsection{Matrix Multiply}
+The matrix benchmark evaluates the actor systems in a practical application, where actors concurrently multiplies two matrices. The majority of the computation in this benchmark involves computing the final matrix, so this benchmark stresses the actor systems' ability to have actors run work, rather than stressing the executor or message sending system.
+
+Given $Z_{m,r} = X_{m,n} \cdot Y_{n,r}$, the matrix multiply is defined as:
+\begin{displaymath}
+X_{i,j} \cdot Y_{j,k} = \left( \sum_{c=1}^{j} X_{row,c}Y_{c,column} \right)_{i,k}
+\end{displaymath}
+
+The benchmark uses input matrices $X$ and $Y$ that are both $3072$ by $3072$ in size. An actor is made for each row of $X$ and is passed via message the information needed to calculate a row of the result matrix $Z$. 
+
+Given that the bottleneck of the benchmark is the computation of the result matrix, it follows that the results in Figures~\ref{f:MatrixAMD} and \ref{f:MatrixIntel} are clustered closer than other experiments. In Figure~\ref{f:MatrixAMD} \uC and \CFA have identical performance and in Figure~\ref{f:MatrixIntel} \uC pulls ahead og \CFA after 24 cores likely due to costs associated with work stealing while hyperthreading. As mentioned in \label{s:executorPerf}, it is hypothesized that CAF performs better in this benchmark compared to others due to its eager work stealing implementation. In Figures~\ref{f:cfaMatrixAMD} and \ref{f:cfaMatrixIntel} there is little negligible performance difference across \CFA stealing heuristics.
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusMatrix.pgf}}
+        \subcaption{AMD Matrix Benchmark}\label{f:MatrixAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeMatrix.pgf}}
+        \subcaption{Intel Matrix Benchmark}\label{f:MatrixIntel}
+    \end{subfigure}
+    \caption{The matrix benchmark comparing actor systems (lower is better).}
+\end{figure}
+
+\begin{figure}
+    \centering
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/nasusCFAMatrix.pgf}}
+        \subcaption{AMD \CFA Matrix Benchmark}\label{f:cfaMatrixAMD}
+    \end{subfigure}\hfill
+    \begin{subfigure}{0.5\textwidth}
+        \centering
+        \scalebox{0.5}{\input{figures/pykeCFAMatrix.pgf}}
+        \subcaption{Intel \CFA Matrix Benchmark}\label{f:cfaMatrixIntel}
+    \end{subfigure}
+    \caption{The matrix benchmark comparing \CFA stealing heuristics (lower is better).}
+\end{figure}
Index: doc/theses/colby_parsons_MMAth/text/frontpgs.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/frontpgs.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/text/frontpgs.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,165 @@
+% T I T L E   P A G E
+% -------------------
+% Last updated May 24, 2011, by Stephen Carr, IST-Client Services
+% The title page is counted as page `i' but we need to suppress the
+% page number.  We also don't want any headers or footers.
+\pagestyle{empty}
+\pagenumbering{roman}
+
+% The contents of the title page are specified in the "titlepage"
+% environment.
+\begin{titlepage}
+        \begin{center}
+        \vspace*{1.0cm}
+
+        \Huge
+        {\bf High Level Concurrency in \CFA}
+
+        \vspace*{1.0cm}
+
+        \normalsize
+        by \\
+
+        \vspace*{1.0cm}
+
+        \Large
+        Colby Parsons \\
+
+        \vspace*{3.0cm}
+
+        \normalsize
+        A thesis \\
+        presented to the University of Waterloo \\
+        in fulfillment of the \\
+        thesis requirement for the degree of \\
+        Master of Mathematics \\
+        in \\
+        Computer Science \\
+
+        \vspace*{2.0cm}
+
+        Waterloo, Ontario, Canada, 2023 \\
+
+        \vspace*{1.0cm}
+
+        \copyright\ Colby Parsons 2023 \\
+        \end{center}
+\end{titlepage}
+
+% The rest of the front pages should contain no headers and be numbered using Roman numerals starting with `ii'
+\pagestyle{plain}
+\setcounter{page}{2}
+
+\cleardoublepage % Ends the current page and causes all figures and tables that have so far appeared in the input to be printed.
+% In a two-sided printing style, it also makes the next page a right-hand (odd-numbered) page, producing a blank page if necessary.
+
+
+
+% D E C L A R A T I O N   P A G E
+% -------------------------------
+  % The following is the sample Delaration Page as provided by the GSO
+  % December 13th, 2006.  It is designed for an electronic thesis.
+  \noindent
+  I hereby declare that I am the sole author of this thesis. This is a true copy of the thesis, including any required final revisions, as accepted by my examiners.
+  \bigskip
+
+  \noindent
+  I understand that my thesis may be made electronically available to the public.
+
+\cleardoublepage
+%\newpage
+
+% A B S T R A C T
+% ---------------
+
+\begin{center}\textbf{Abstract}\end{center}
+
+Concurrent programs are notoriously hard to program and even harder to debug. Furthermore concurrent programs must be performant, as the introduction of concurrency into a program is often done to achieve some form of speedup. This thesis presents a suite of high level concurrent language features in \CFA, all of which are implemented with the aim of improving the performance, productivity, and safety of concurrent programs. \CFA is a non object-oriented programming language that extends C. The foundation for concurrency in \CFA was laid by Thierry Delisle, who implemented coroutines, user-level threads, and monitors\cite{Delisle18}. This thesis builds upon that groundwork and introduces a suite of concurrent features as its main contribution. The features include a diverse set of polymorphic locks, Go-like channels, mutex statements (similar to \CC scoped locks or Java synchronized statement), an actor system, and a Go-like select statement. The root idea behind these features are not new, but the \CFA implementations improve upon the original ideas in performance, productivity, and safety.
+
+\cleardoublepage
+%\newpage
+
+% A C K N O W L E D G E M E N T S
+% -------------------------------
+
+\begin{center}\textbf{Acknowledgements}\end{center}
+
+\noindent
+To begin, I would like to thank my supervisor Professor Peter Buhr. Your guidance, wisdom and support has been invaluable in my learning and development of my research abilities, and in the implementation and writing of this thesis.
+\bigskip
+
+\noindent
+Thank you Thierry Delisle for your insight and knowledge regarding all things concurrency. You challenged my ideas and taught me skills that aid in both thinking about and writing concurrent programs.
+\bigskip
+
+\noindent
+Thanks to Michael Brooks, Andrew Beach, Fangren Yu, and Jiada Liang. Your work on \CFA continues to make it the best language it can be, and our discussions in meetings clarified the ideas that make up this thesis.
+\bigskip
+
+\noindent
+Finally, this work could not have happened without the financial support of David R. Cheriton School of Computer Science and the corporate partnership with Huawei Ltd.
+
+\cleardoublepage
+%\newpage
+
+% % D E D I C A T I O N
+% % -------------------
+
+% \begin{center}\textbf{Dedication}\end{center}
+
+%
+% \cleardoublepage
+% %\newpage
+
+% T A B L E   O F   C O N T E N T S
+% ---------------------------------
+\renewcommand\contentsname{Table of Contents}
+\tableofcontents
+\cleardoublepage
+\phantomsection
+%\newpage
+
+% L I S T   O F   T A B L E S
+% ---------------------------
+\addcontentsline{toc}{chapter}{List of Tables}
+\listoftables
+\cleardoublepage
+\phantomsection		% allows hyperref to link to the correct page
+%\newpage
+
+% L I S T   O F   F I G U R E S
+% -----------------------------
+\addcontentsline{toc}{chapter}{List of Figures}
+\listoffigures
+\cleardoublepage
+\phantomsection		% allows hyperref to link to the correct page
+%\newpage
+
+% L I S T   O F   L I S T I N G S
+% -----------------------------
+\addcontentsline{toc}{chapter}{List of Listings}
+\lstlistoflistings
+\cleardoublepage
+\phantomsection		% allows hyperref to link to the correct page
+%\newpage
+
+% L I S T   O F   S Y M B O L S
+% -----------------------------
+% To include a Nomenclature section
+% \addcontentsline{toc}{chapter}{\textbf{Nomenclature}}
+% \renewcommand{\nomname}{Nomenclature}
+% \printglossary
+% \cleardoublepage
+% \phantomsection % allows hyperref to link to the correct page
+% \newpage
+
+% L I S T   O F   T A B L E S
+% -----------------------------
+\addcontentsline{toc}{chapter}{List of Acronyms}
+\printglossary[type=\acronymtype,title={List of Acronyms}]
+\cleardoublepage
+\phantomsection		% allows hyperref to link to the correct page
+
+% Change page numbering back to Arabic numerals
+\pagenumbering{arabic}
+
Index: doc/theses/colby_parsons_MMAth/text/mutex_stmt.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/text/mutex_stmt.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/colby_parsons_MMAth/text/mutex_stmt.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,5 @@
+% ======================================================================
+% ======================================================================
+\chapter{Mutex Statement}\label{s:mutexstmt}
+% ======================================================================
+% ======================================================================
Index: doc/theses/colby_parsons_MMAth/thesis.tex
===================================================================
--- doc/theses/colby_parsons_MMAth/thesis.tex	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/colby_parsons_MMAth/thesis.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -23,6 +23,8 @@
 \usepackage{calc}
 \usepackage{xspace}
-\usepackage[labelformat=simple]{subfig}
-\renewcommand{\thesubfigure}{(\alph{subfigure})}
+% \usepackage[labelformat=simple]{subfig}
+% \renewcommand{\thesubfigure}{(\alph{subfigure})}
+\usepackage{subcaption}
+% \usepackage{subfigure}
 \usepackage{graphicx}
 \usepackage{tabularx}
@@ -102,5 +104,5 @@
 % FRONT MATERIAL
 %----------------------------------------------------------------------
-% \input{frontpgs}
+\input{frontpgs}
 
 %----------------------------------------------------------------------
@@ -111,4 +113,8 @@
 
 \input{CFA_intro}
+
+\input{CFA_concurrency}
+
+\input{mutex_stmt}
 
 \input{actors}
Index: doc/theses/mike_brooks_MMath/Makefile
===================================================================
--- doc/theses/mike_brooks_MMath/Makefile	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/mike_brooks_MMath/Makefile	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -8,5 +8,6 @@
 PicSRC = ${notdir ${wildcard ${Pictures}/*.png}}
 DemoSRC = ${notdir ${wildcard ${Programs}/*-demo.cfa}}
-PgmSRC = ${notdir ${wildcard ${Programs}/*.cfa}}
+PgmSRC = ${notdir ${wildcard ${Programs}/*}}
+RunPgmSRC = ${notdir ${wildcard ${Programs}/*.run.*}}
 BibSRC = ${wildcard *.bib}
 
@@ -14,5 +15,5 @@
 BibLIB = .:../../bibliography			# common citation repository
 
-MAKEFLAGS = --no-print-directory # --silent
+#MAKEFLAGS = --no-print-directory # --silent
 VPATH = ${Build} ${Pictures} ${Programs} # extra search path for file names used in document
 
@@ -20,16 +21,25 @@
 BASE = ${basename ${DOCUMENT}}			# remove suffix
 
+DemoTex = ${DemoSRC:%.cfa=${Build}/%.tex} 
+RunPgmExe = ${addprefix ${Build}/,${basename ${basename ${RunPgmSRC}}}}
+RunPgmOut = ${RunPgmExe:%=%.out}
+
 # Commands
 
 LaTeX = TEXINPUTS=${TeXLIB} && export TEXINPUTS && pdflatex -halt-on-error -output-directory=${Build}
 BibTeX = BIBINPUTS=${BibLIB} && export BIBINPUTS && bibtex
-CFA = cfa
+CFA = cfa -O0 -g
+CC  = gcc -O0 -g
+CXX = g++-11 --std=c++20 -O0 -g
 
 # Rules and Recipes
 
-.PHONY : all clean				# not file names
+.PHONY : all fragments_ran clean			# not file names
+.PRECIOUS : ${Build}/% ${Build}/%-demo      # don't delete intermediates
 .ONESHELL :
 
-all : ${DOCUMENT}
+all : fragments_ran ${DOCUMENT}
+
+fragments_ran : $(RunPgmOut)
 
 clean :
@@ -38,5 +48,5 @@
 # File Dependencies
 
-%.pdf : ${TeXSRC} ${DemoSRC:%.cfa=%.tex} ${PicSRC} ${PgmSRC} ${BibSRC} Makefile | ${Build}
+%.pdf : ${TeXSRC} ${DemoTex} ${PicSRC} ${PgmSRC} ${BibSRC} Makefile | ${Build}
 	${LaTeX} ${BASE}
 	${BibTeX} ${Build}/${BASE}
@@ -52,7 +62,20 @@
 
 %-demo.tex: %-demo | ${Build}
-	${Build}/$< > ${Build}/$@
+	$< > $@
 
-%-demo: %-demo.cfa
-	${CFA} $< -o ${Build}/$@
+${Build}/%-demo: ${Programs}/%-demo.cfa | ${Build}
+	${CFA} $< -o $@
 
+${Build}/%: ${Programs}/%.run.cfa | ${Build}
+	${CFA} $< -o $@
+
+${Build}/%: ${Programs}/%.run.c | ${Build}
+	${CC}  $< -o $@
+
+${Build}/%: ${Programs}/%.run.cpp | ${Build}
+	${CXX} -MMD $< -o $@
+
+${Build}/%.out: ${Build}/% | ${Build}
+	$< > $@
+
+-include ${Build}/*.d
Index: doc/theses/mike_brooks_MMath/list.tex
===================================================================
--- doc/theses/mike_brooks_MMath/list.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/list.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,424 @@
+\chapter{Linked List}
+
+I wrote a linked-list library for \CFA.  This chapter describes it.
+
+The library provides a doubly-linked list that
+attaches links intrusively,
+supports multiple link directions,
+integrates with user code via the type system, 
+treats its ends uniformly, and
+identifies a list using an explicit head.
+
+TODO: more summary
+
+
+\section{Design Issues}
+\label{toc:lst:issue}
+
+This section introduces the design space for linked lists that target system programmers.
+
+All design-issue discussions assume the following invariants.
+\PAB{They are stated here to clarify that none of the discussed design issues refers to one of these.}
+Alternatives to the assumptions are discussed under Future Work (Section~\ref{toc:lst:futwork}).
+\begin{itemize}
+    \item A doubly-linked list is being designed.
+          Generally, the discussed issues apply similarly for singly-linked lists.
+          Circular vs ordered linking is discussed under List identity (Section~\ref{toc:lst:issue:ident}).
+    \item Link fields are system-managed.
+          The user works with the system-provided API to query and modify list membership.
+          The system has freedom over how to represent these links.
+          The library is not providing applied wrapper operations that consume a user's hand-implemented list primitives.
+    \item \PAB{These issues are compared at a requirement/functional level.}
+\end{itemize}
+
+Two preexisting linked-list libraries are used throughout, to show examples of the concepts being defined,
+and further libraries are introduced as needed.
+\begin{description}
+    \item[LQ] Linux Queue library\cite{lst:linuxq} of @<sys/queue.h>@.
+    \item[STL] C++ Standard Template Library's @std::list@\cite{lst:stl}
+\end{description}
+A general comparison of libraries' abilities is given under Related Work (Section~\ref{toc:lst:relwork}).
+
+The fictional type @req@ (request) is the user's payload in examples.
+The list library is helping the user track requests.
+A request represents work that the user must do but has not done yet.
+This work is on the level of handling a network arrival event or scheduling a thread.
+
+
+
+\subsection{Link attachment: Intrusive vs.\ Wrapped}
+\label{toc:lst:issue:attach}
+
+Link attachment deals with the question:
+Where are the system's inter-element link fields stored, in relation to the user's payload data fields?
+An intrusive list places the link fields inside the payload structure.
+A wrapped list places the payload inside a generic system-provided structure that also defines the link fields.
+LQ is intrusive; STL is wrapped.
+
+The wrapped style admits the further distinction between wrapping a reference and wrapping a value.
+This distinction is pervasive in all STL collections; @list<req *>@ wraps a reference; @list<req>@ wraps a value.
+(For this discussion, @list<req &>@ is similar to @list<req *>@.)
+This difference is one of user style, not framework capability.
+Figure~\ref{fig:lst-issues-attach} compares the three styles.
+
+\begin{comment}
+\begin{figure}
+    \begin{tabularx}{\textwidth}{Y|Y|Y}\lstinputlisting[language=C  , firstline=20, lastline=39]{lst-issues-intrusive.run.c}
+        &\lstinputlisting[language=C++, firstline=20, lastline=39]{lst-issues-wrapped-byref.run.cpp}
+        &\lstinputlisting[language=C++, firstline=20, lastline=39]{lst-issues-wrapped-emplaced.run.cpp}
+      \\ & &
+      \\
+        \includegraphics[page=1]{lst-issues-attach.pdf}
+        &
+        \includegraphics[page=2]{lst-issues-attach.pdf}
+        &
+        \includegraphics[page=3]{lst-issues-attach.pdf}
+      \\ & &
+      \\
+        (a) & (b) & (c)
+    \end{tabularx}
+\caption{
+        Three styles of link attachment: (a)~intrusive, (b)~wrapped reference, and (c)~wrapped value. 
+        The diagrams show the memory layouts that result after the code runs, eliding the head object \lstinline{reqs};
+        head objects are discussed in Section~\ref{toc:lst:issue:ident}. 
+        In (a), the field \lstinline{req.x} names a list direction;
+        these are discussed in Section~\ref{toc:lst:issue:derection}.
+        In (b) and (c), the type \lstinline{node} represents a system-internal type,
+        which is \lstinline{std::_List_node} in the GNU implementation.
+        (TODO: cite? found in  /usr/include/c++/7/bits/stl\_list.h )
+    }
+     \label{fig:lst-issues-attach}
+\end{figure}
+\end{comment}
+
+\begin{figure}
+\centering
+\newsavebox{\myboxA}					% used with subfigure
+\newsavebox{\myboxB}
+\newsavebox{\myboxC}
+
+\begin{lrbox}{\myboxA}
+\begin{tabular}{@{}l@{}}
+\lstinputlisting[language=C, firstline=20, lastline=39]{lst-issues-intrusive.run.c} \\
+\ \\
+\includegraphics[page=1]{lst-issues-attach.pdf}
+\end{tabular}
+\end{lrbox}
+
+\begin{lrbox}{\myboxB}
+\begin{tabular}{@{}l@{}}
+\lstinputlisting[language=C++, firstline=20, lastline=39]{lst-issues-wrapped-byref.run.cpp} \\
+\ \\
+\includegraphics[page=2]{lst-issues-attach.pdf}
+\end{tabular}
+\end{lrbox}
+
+\begin{lrbox}{\myboxC}
+\begin{tabular}{@{}l@{}}
+\lstinputlisting[language=C++, firstline=20, lastline=39]{lst-issues-wrapped-emplaced.run.cpp} \\
+\ \\
+\includegraphics[page=3]{lst-issues-attach.pdf}
+\end{tabular}
+\end{lrbox}
+
+\subfloat[Intrusive]{\label{f:Intrusive}\usebox\myboxA}
+\hspace{10pt}
+\vrule
+\hspace{10pt}
+\subfloat[Wrapped reference]{\label{f:WrappedRef}\usebox\myboxB}
+\hspace{10pt}
+\vrule
+\hspace{10pt}
+\subfloat[Wrapped value]{\label{f:WrappedValue}\usebox\myboxC}
+
+\caption{
+        Three styles of link attachment: \protect\subref*{f:Intrusive}~intrusive, \protect\subref*{f:WrappedRef}~wrapped
+	reference, and \protect\subref*{f:WrappedValue}~wrapped value. 
+        The diagrams show the memory layouts that result after the code runs, eliding the head object \lstinline{reqs};
+        head objects are discussed in Section~\ref{toc:lst:issue:ident}. 
+        In \protect\subref*{f:Intrusive}, the field \lstinline{req.x} names a list direction;
+        these are discussed in Section~\ref{toc:lst:issue:derection}.
+        In \protect\subref*{f:WrappedRef} and \protect\subref*{f:WrappedValue}, the type \lstinline{node} represents a
+	system-internal type, which is \lstinline{std::_List_node} in the GNU implementation.
+        (TODO: cite? found in  /usr/include/c++/7/bits/stl\_list.h )
+    }
+    \label{fig:lst-issues-attach}
+\end{figure}
+
+The advantage of intrusive attachment is the control that it gives the user over memory layout.
+Each diagrammed example is using the fewest dynamic allocations that its respective style allows.
+Both wrapped attachment styles imply system-induced heap allocations.
+Such an allocation has a lifetime that matches the item's membership in the list.
+In \subref*{f:Intrusive} and \subref*{f:WrappedRef}, one @req@ object can enter and leave a list many times.
+In \subref*{f:WrappedRef}, it implies a dynamic allocation/deallocation for each enter/leave; in \subref*{f:Intrusive}, it does not.
+
+A further aspect of layout control is allowing the user to specify the location of the link fields within the @req@ object.
+LQ allows this ability; a different mechanism of intrusion, such as inheriting from a @linkable@ base type, may not.
+Having this control means the user can allocate the link fields to cache lines along with the other @req@ fields.
+Doing this allocation sensibly can help improve locality or avoid false sharing.
+With an attachment mechanism that does not offer this control,
+a framework design choice or fact of the host language forces the links to be contiguous with either the beginning or end of the @req@.
+All wrapping realizations have this limitation in their wrapped-value configurations.
+
+Another subtle advantage of intrusive arrangement is that
+a reference to a user-level item (@req@) is sufficient to navigate or manage the item's membership.
+In LQ, \subref*{f:Intrusive}, a @req@ pointer is the right argument type for operations @LIST_NEXT@ or @LIST_REMOVE@;
+there is no distinguishing a @req@ from ``a @req@ in a list.''
+The same is not true of STL, \subref*{f:WrappedRef} or \subref*{f:WrappedValue}.
+There, the analogous operations work on a parameter of type @list<T>::iterator@; 
+they are @iterator::operator++()@, @iterator::operator*()@, and @list::erase(iterator)@.
+There is no mapping from @req &@ to @list<req>::iterator@, except for linear search.
+
+The advantage of wrapped attachment is the abstraction of a data item from its list membership(s).
+In the wrapped style, the @req@ type can come from a library that serves many independent uses,
+which generally have no need for listing.
+Then, a novel use can still put @req@ in a (further) list, without requiring any upstream change in the @req@ library.
+In intrusive attachment, the ability to be listed must be planned during the definition of @req@.
+Similarly, style \subref*{f:WrappedRef} allows for one @req@ to occur at several positions in one list.
+Styles \subref*{f:Intrusive} and \subref*{f:WrappedValue} do not support this ability.
+\PAB{But style \subref*{f:WrappedValue} can sort of mimic this effect by have multiple copies of \lstinline{req} in the list, modulo changes to the copies are not seen by the original.}
+
+\begin{figure}
+    \lstinputlisting[language=C++, firstline=100, lastline=117]{lst-issues-attach-reduction.hpp}
+    \lstinputlisting[language=C++, firstline=150, lastline=150]{lst-issues-attach-reduction.hpp}
+    \caption{
+        Reduction of wrapped attachment to intrusive attachment.
+        Illustrated by pseudocode implementation of an STL-compatible API fragment
+        using LQ as the underlying implementation.
+        The gap that makes it pseudocode is that
+        the LQ C macros do not expand to valid C++ when instantiated with template parameters---there is no \lstinline{struct El}.
+        When using a custom-patched version of LQ to work around this issue,
+        the programs of Figure~\ref{f:WrappedRef} and \protect\subref*{f:WrappedValue} work with this shim in place of real STL.
+        Their executions lead to the same memory layouts.
+    }
+    \label{fig:lst-issues-attach-reduction}
+\end{figure}
+
+Wrapped attachment has a straightforward reduction to intrusive attachment, illustrated in Figure~\ref{fig:lst-issues-attach-reduction}.
+This shim layer performs the implicit dynamic allocations that pure intrusion avoids.
+But there is no reduction going the other way.
+No shimming can cancel the allocations to which wrapped membership commits.
+
+So intrusion is a lower-level listing primitive.
+And so, the system design choice is not between forcing users to use intrusion or wrapping.
+The choice is whether or not to provide access to an allocation-free layer of functionality.
+A wrapped-primitive library like STL forces users to incur the costs of wrapping, whether or not they access its benefits.
+An intrusive-primitive library like LQ lets users choose when to make this tradeoff.
+
+
+\subsection{Directionality: Single vs.\ Multi-Static vs.\ Dynamic}
+\label{toc:lst:issue:derection}
+
+\PAB{I'm not sure about the term \newterm{Directionality}. Directionality to me, means going forward or backwards through a list.
+Would \newterm{dimensionality} work? Think of each list containing the node as a different dimension in which the node sits.}
+
+Directionality deals with the question:
+In how many different lists can an item be stored, at a given time?
+
+Consider STL in the wrapped-value arrangement of Figure~\ref{f:WrappedValue}.
+The STL API completely hides its @node@ type from a user; the user cannot configure this choice or impose a custom one.
+STL's @node@ type offers the sole set of links shown in the diagram.
+Therefore, every @req@ in existence is allocated either to belong to an occurrence of the diagrammed arrangement,
+or to be apart from all occurrences of it.
+In the first case, the @req@ belongs to exactly one list (of the style in question).
+STL with wrapped values supports a single link direction.
+
+\begin{figure}
+    \parbox[t]{3.5in} {
+        \lstinputlisting[language=C++, firstline=20, lastline=60]{lst-issues-multi-static.run.c}
+    }\parbox[t]{20in} {
+        ~\\
+        \includegraphics[page=1]{lst-issues-direct.pdf} \\
+        ~\\
+        \hspace*{1.5in}\includegraphics[page=2]{lst-issues-direct.pdf}
+    }
+    \caption{
+        Example of two link directions, with an LQ realization.  
+        The zoomed-out diagram portion shows the whole example dataset, conceptually.
+        A consumer of this structure can navigate all requests in priority order, and navigate among requests from a common requestor.
+        The code is the LQ implementation.
+        The zoomed-in diagram portion shows the field-level state that results from running the LQ code.
+    }
+    \label{fig:lst-issues-multi-static}
+\end{figure}
+
+
+The user may benefit from a further link direction.
+Suppose the user must both: navigate all requests in priority order, and navigate among requests from a common requestor.
+Figure~\ref{fig:lst-issues-multi-static} shows such a situation.
+Each of its ``by priority'' and ``by requestor'' is a link direction.
+The example shows that a link direction can occur either as one global list (by-priority) or as many lists (there are three by-requestor lists).
+
+The limitation of intrusive attachment presented in Section~\ref{toc:lst:issue:attach}
+has a straightforward extension to multiple directions.
+The set of directions by which an item is to be listed must be planned during the definition of the item.
+Thus, intrusive LQ supports multiple, but statically many, link directions.
+
+% https://www.geeksforgeeks.org/introduction-to-multi-linked-list/ -- example of building a bespoke multi-linked list out of STL primitives (providing indication that STL doesn't offer one); offers dynamic directionality by embedding `vector<struct node*> pointers;`
+
+The corresponding flexibility of wrapped attachment means
+the STL wrapped-reference arrangement supports an item being a member of arbitrarily many lists.
+This support also applies to the wrapped-value list because the @req@ is copied,
+but wrapped-reference lists provide further link directions.
+\PAB{Explain how}
+STL with wrapped references supports dynamic link directions.
+\PAB{Expand}
+
+When allowing multiple static directions, frameworks differ in their ergonomics for
+the typical case: when the user needs only one direction, vs.\ the atypical case, when the user needs several.
+LQ's ergonomics are well-suited to the uncommon case of multiple list directions.
+Its intrusion declaration and insertion operation both use a mandatory explicit parameter naming the direction.
+This decision works well in Figure~\ref{fig:lst-issues-multi-static}, where the names @by_pri@ and @by_rqr@ work well,
+but it clutters Figure~\ref{f:Intrusive}, where a contrived name must be invented and used.
+The example uses @x@; @reqs@ would be a more readily ignored choice. \PAB{wording?}
+
+\uCpp offers an intrusive list that makes the opposite choice.  TODO: elaborate on inheritance for first direction and acrobatics for subsequent directions.
+
+
+\subsection{User integration: Preprocessed vs.\ Type-System Mediated}
+
+% example of poor error message due to LQ's preprocessed integration
+% programs/lst-issues-multi-static.run.c:46:1: error: expected identifier or '(' before 'do'
+%    46 | LIST_INSERT_HEAD(&reqs_rtr_42, &r42b, by_rqr);
+%       | ^~~~~~~~~~~~~~~~
+%
+% ... not a wonderful example; it was a missing semicolon on the preceding line; but at least real
+
+
+\subsection{List identity: Headed vs.\ Ad-hoc}
+\label{toc:lst:issue:ident}
+
+All examples so far have used distinct user-facing types: 
+an item found in a list (type @req@, of variables like @r1@), and
+a list (type @reql@ or @list<req>@, of variables like @reqs@ or @reqs_rqr_42@).
+\see{Figure~\ref{fig:lst-issues-attach} and Figure~\ref{fig:lst-issues-multi-static}}
+The latter type is a head, and these examples are of headed lists.
+
+A bespoke ``pointer to next @req@'' implementation often omits the latter type.
+Such a list model is ad-hoc.
+
+In headed thinking, there are length-zero lists (heads with no elements), and an element can be listed or not listed.
+In ad-hoc thinking, there are no length-zero lists and every element belongs to a list of length at least one.
+\PAB{Create a figure for this.}
+
+By omitting the head, elements can enter into an adjacency relationship,
+without requiring that someone allocate room for the head of the possibly-resulting list,
+or being able to find a correct existing head.
+
+A head defines one or more element roles, among elements that share a transitive adjacency.
+``First'' and ``last'' are element roles.
+One moment's ``first'' need not be the next moment's.
+
+There is a cost to maintaining these roles.
+A runtime component of this cost is evident in LQ's offering the choice of type generators @LIST@ vs.~@TAILQ@.
+Its @LIST@ maintains a ``first,'' but not a ``last;'' its @TAILQ@ maintains both roles.
+(Both types are doubly linked and an analogous choice is available for singly linked.)
+
+TODO: finish making this point
+
+See WIP in lst-issues-adhoc-*.ignore.*.
+
+The code-complexity component of the cost ...
+
+Ability to offer heads is good.  Point: Does maintaining a head mean that the user has to provide more state when manipulating the list?  Requiring the user to do so is bad, because the user may have lots of "list" typed variables in scope, and detecting that the user passed the wrong one requires testing all the listing edge cases.
+
+\subsection{End treatment: Uniform }
+
+
+\section{Features}
+
+\subsection{Core Design Issues}
+
+This section reviews how a user experiences my \CFA list library's position on the issues of Section~\ref{toc:lst:issue}.
+The library provides a doubly-linked list that
+attaches links intrusively,
+supports multiple link directions,
+integrates with user code via the type system, 
+treats its ends uniformly, and
+identifies a list using an explicit head.
+
+The \CFA list library's version of the running @req@ example is in Figure~\ref{fig:lst-features-intro}.
+Its link attachment is intrusive and the resulting memory layout is pure-stack, just as for the LQ version of Figure~\ref{f:Intrusive}.
+The framework-provided type @dlink(...)@ provides the links.
+The user inserts the links into the @req@ structure by using \CFA inline-inheritance (TODO: reference introduction).
+Inline inheritance means the type of the field is @dlink(req)@, the field is unnamed, a reference to a @req@ is implicitly convertible to @dlink@.\footnote{
+    The \CFA list examples elide the \lstinline{P9_EMBEDDED} annotations that (TODO: xref P9E future work) proposes to obviate.
+    Thus, these examples illustrate a to-be state, free of what is to be historic clutter.
+    The elided portions are immaterial to the discussion and the examples work with the annotations provided.
+    The \CFA test suite (TODO:cite?) includes equivalent demonstrations, with the annotations included.}
+These links have a nontrivial, user-specified location within the @req@ structure;
+this convention encapsulates the implied pointer arithmetic safely.
+
+\begin{figure}
+    \lstinputlisting[language=CFA, firstline=20, lastline=32]{lst-features-intro.run.cfa}
+    \caption[Multiple link directions in \CFA list library]{
+        Demonstration of the running \lstinline{req} example, done using the \CFA list library.
+        This example does the same job that Figure~\ref{fig:lst-issues-attach} shows three ways.
+    }
+    \label{fig:lst-features-intro}
+\end{figure}
+
+\begin{figure}
+\centering
+\begin{tabular}{@{}ll@{}}
+\begin{tabular}{@{}l@{}}
+    \lstinputlisting[language=CFA, firstline=20, lastline=25]{lst-features-multidir.run.cfa} \\
+    \lstinputlisting[language=CFA, firstline=40, lastline=67]{lst-features-multidir.run.cfa}
+    \end{tabular}
+	&
+        \lstinputlisting[language=C++, firstline=20, lastline=60]{lst-issues-multi-static.run.c}
+	\end{tabular}
+
+\caption{
+        Demonstration of multiple static link directions done in the \CFA list library.
+        This example does the same job as Figure~\ref{fig:lst-issues-multi-static}.
+    }
+    \label{fig:lst-features-multidir}
+\end{figure}
+
+Figure~\ref{fig:lst-features-multidir} shows how the \CFA library supports multi-static link directionality.
+The declaration of @req@ now has two inline-inheriting @dlink@ occurrences.
+The first of these lines gives a type named @req.by_pri@, @req@ inherits from it, and it inherits from @dlink@.
+The second line @req.by_rqr@ is similar to @req.by_pri@.
+Thus, there is a diamond, non-virtual, inheritance from @req@ to @dlink@, with @by_pri@ and @by_rqr@ being the mid-level types.
+Disambiguation occurs in the declarations of the list-head objects.
+The type of the variable @reqs_pri_global@ is @dlist(req, req.by_pri)@,
+meaning operations called on @reqs_pri_global@ are implicitly disambiguated.
+In the example, the calls @insert_first(reqs_pri_global, ...)@ imply, ``here, we are working by priority.''
+
+The \CFA library also supports the common case, of single directionality, more naturally than LQ.  
+Figure~\ref{fig:lst-features-intro} shows a single-direction list done with no contrived name for the link direction,
+where Figure~\ref{f:Intrusive} adds the unnecessary name, @x@.
+In \CFA, a user doing a single direction (Figure~\ref{fig:lst-features-intro})
+sets up a simple inheritance with @dlink@, and declares a list head to have the simpler type @dlist(...)@.
+While a user doing multiple link directions (Figure~\ref{fig:lst-features-multidir})
+sets up a diamond inheritance with @dlink@, and declares a list head to have the more-informed type @dlist(..., DIR)@.
+
+The \CFA library offers a type-system mediated integration with user code.
+The examples presented do not use preprocessor macros.
+The touchpoints @dlink@ and @dlist@ are ordinary types.
+Even though they are delivered as header-included static-inline implementations,
+the \CFA compiler typechecks the list library code separately from user code.
+Errors in user code are reported only with mention of the library's declarations.
+
+The \CFA library works in headed and headless modes.  TODO: elaborate.
+
+\subsection{Iteration-FOUNDATIONS}
+
+TODO: This section should be moved to a Foundations chapter.  The next section stays under Linked List.
+
+
+\subsection{Iteration}
+
+
+\section{Future Work}
+\label{toc:lst:futwork}
+
+
+TODO: deal with: A doubly linked list is being designed.
+
+TODO: deal with: Link fields are system-managed.
+Links in GDB.
+
+\section{Related Work}
+\label{toc:lst:relwork}
Index: doc/theses/mike_brooks_MMath/programs/lst-features-intro.run.cfa
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-features-intro.run.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-features-intro.run.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,62 @@
+#include <containers/list.hfa>
+
+
+int main() {
+
+
+
+
+
+
+
+struct req;
+P9_EMBEDDED_FWD_INFUNC(req, dlink(req))
+
+
+
+
+
+
+struct req {
+  int pri, rqr;
+  inline dlink(req);
+};
+
+dlist(req) reqs;
+
+req
+  r1 = {1, 42},
+  r2 = {2, 42};
+
+insert_first(reqs, r2);
+insert_first(reqs, r1);
+
+
+
+
+
+
+
+P9_EMBEDDED_INFUNC(req, dlink(req))
+
+
+
+
+
+
+
+
+
+
+
+while( req & cur = reqs`elems; cur`moveNext )
+    printf("{%d %d} ", cur.pri, cur.rqr);
+printf("\n");
+
+
+
+
+
+
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-features-multidir.run.cfa
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-features-multidir.run.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-features-multidir.run.cfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,97 @@
+#include <containers/list.hfa>
+
+
+
+
+int main() {
+
+
+
+
+
+
+
+
+
+
+
+
+
+struct req {
+  int pri, rqr;
+  inline struct by_pri { inline dlink(req); };
+  inline struct by_rqr { inline dlink(req); };
+};
+
+
+
+
+
+// need to spice this case; can't forward declare nested struct
+P9_EMBEDDED_INFUNC(req, req.by_pri)
+P9_EMBEDDED_INFUNC(req, req.by_rqr)
+P9_EMBEDDED_INFUNC(req.by_pri, dlink(req))
+P9_EMBEDDED_INFUNC(req.by_rqr, dlink(req))
+
+
+
+
+
+dlist(req, req.by_pri) reqs_pri_global;
+dlist(req, req.by_rqr) reqs_rqr_42;
+dlist(req, req.by_rqr) reqs_rqr_17;
+dlist(req, req.by_rqr) reqs_rqr_99;
+
+struct req
+  r42a = {1, 42},
+  r42b = {2, 42},
+  r17a = {2, 17},
+  r17b = {3, 17},
+  r17c = {4, 17},
+  r99a = {3, 99};
+
+insert_first(reqs_pri_global, r17c);
+insert_first(reqs_pri_global, r99a);
+insert_first(reqs_pri_global, r17b);
+insert_first(reqs_pri_global, r42b);
+insert_first(reqs_pri_global, r17a);
+insert_first(reqs_pri_global, r42a);
+
+insert_first(reqs_rqr_42, r42b);
+insert_first(reqs_rqr_42, r42a);
+
+insert_first(reqs_rqr_17, r17c);
+insert_first(reqs_rqr_17, r17b);
+insert_first(reqs_rqr_17, r17a);
+
+insert_first(reqs_rqr_99, r99a);
+
+
+
+
+
+
+
+
+with(DLINK_VIA(req, req.by_pri)) {
+    while( req & cur = reqs_pri_global`elems; cur`moveNext )
+        printf("{%d %d} ", cur.pri, cur.rqr);
+    printf("| ");
+}
+
+with(DLINK_VIA(req, req.by_rqr)) {
+    while( req & cur = reqs_rqr_42`elems; cur`moveNext )
+        printf("{%d %d} ", cur.pri, cur.rqr);
+    printf("| ");
+    while( req & cur = reqs_rqr_17`elems; cur`moveNext )
+        printf("{%d %d} ", cur.pri, cur.rqr);
+    printf("| ");
+    while( req & cur = reqs_rqr_99`elems; cur`moveNext )
+        printf("{%d %d} ", cur.pri, cur.rqr);
+    printf("\n");
+}
+
+
+
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-byref.run.cpp
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-byref.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-byref.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,5 @@
+#include <cstdio>
+#include "lst-issues-attach-reduction.hpp"
+
+#define INTERPOSED_LIST_NS my
+#include "lst-issues-wrapped-byref.run.cpp"
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-emplaced.run.cpp
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-emplaced.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction-emplaced.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,5 @@
+#include <cstdio>
+#include "lst-issues-attach-reduction.hpp"
+
+#define INTERPOSED_LIST_NS my
+#include "lst-issues-wrapped-emplaced.run.cpp"
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction.hpp
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction.hpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-attach-reduction.hpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,157 @@
+
+
+// excerpt of <sys/queue.h>, modified to work in C++ along with templates
+
+#define	LIST_HEAD(name, type)						\
+struct name {								\
+	type *lh_first;	/* first element */			\
+}
+
+#define	LIST_HEAD_INITIALIZER(head)					\
+	{ NULL }
+
+#define	LIST_ENTRY(type)						\
+struct {								\
+	type *le_next;	/* next element */			\
+	type **le_prev;	/* address of previous next element */	\
+}
+
+/*
+ * List functions.
+ */
+#define	LIST_INIT(head) do {						\
+	(head)->lh_first = NULL;					\
+} while (/*CONSTCOND*/0)
+
+#define	LIST_INSERT_AFTER(listelm, elm, field) do {			\
+	if (((elm)->field.le_next = (listelm)->field.le_next) != NULL)	\
+		(listelm)->field.le_next->field.le_prev =		\
+		    &(elm)->field.le_next;				\
+	(listelm)->field.le_next = (elm);				\
+	(elm)->field.le_prev = &(listelm)->field.le_next;		\
+} while (/*CONSTCOND*/0)
+
+#define	LIST_INSERT_BEFORE(listelm, elm, field) do {			\
+	(elm)->field.le_prev = (listelm)->field.le_prev;		\
+	(elm)->field.le_next = (listelm);				\
+	*(listelm)->field.le_prev = (elm);				\
+	(listelm)->field.le_prev = &(elm)->field.le_next;		\
+} while (/*CONSTCOND*/0)
+
+#define	LIST_INSERT_HEAD(head, elm, field) do {				\
+	if (((elm)->field.le_next = (head)->lh_first) != NULL)		\
+		(head)->lh_first->field.le_prev = &(elm)->field.le_next;\
+	(head)->lh_first = (elm);					\
+	(elm)->field.le_prev = &(head)->lh_first;			\
+} while (/*CONSTCOND*/0)
+
+#define	LIST_REMOVE(elm, field) do {					\
+	if ((elm)->field.le_next != NULL)				\
+		(elm)->field.le_next->field.le_prev = 			\
+		    (elm)->field.le_prev;				\
+	*(elm)->field.le_prev = (elm)->field.le_next;			\
+} while (/*CONSTCOND*/0)
+
+#define	LIST_FOREACH(var, head, field)					\
+	for ((var) = ((head)->lh_first);				\
+		(var);							\
+		(var) = ((var)->field.le_next))
+
+/*
+ * List access methods.
+ */
+#define	LIST_EMPTY(head)		((head)->lh_first == NULL)
+#define	LIST_FIRST(head)		((head)->lh_first)
+#define	LIST_NEXT(elm, field)		((elm)->field.le_next)
+
+
+
+
+
+
+
+namespace my {
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+template<typename El>
+class list {
+    struct node {
+        LIST_ENTRY(node) links;
+        El elem;
+    };
+    LIST_HEAD(Impl, node);
+    Impl impl;
+  public:
+    list() {
+        LIST_INIT(&impl);
+    }
+    void push_front( const El & src ) {
+        node * n = new node();
+        n->elem = src;
+        LIST_INSERT_HEAD(&impl, n, links);
+    }
+    // ... `emplace` elided
+
+
+
+
+
+
+
+
+
+
+
+
+
+    template<typename... CtorArgs>
+    void emplace_front( CtorArgs... args ) {  
+        El tempEl{args...}; // (mock: avoid real emplacing to keep `struct node` simple; disucssion is about allocation, not copying)
+        push_front(tempEl);
+    }
+    class IType {
+        node* p;
+      public:
+        IType(node* p) : p(p) {}
+        bool operator!=(IType rhs) {return p != rhs.p;}
+        const El& operator*() {return p->elem;}
+        void operator++() { p = LIST_NEXT(p, links); }
+    };
+    IType begin() {return IType(LIST_FIRST(&impl)); }
+    IType end() {return IType(NULL); }
+
+
+
+
+};
+
+
+
+
+
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-intrusive.run.c
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-intrusive.run.c	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-intrusive.run.c	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,56 @@
+#include <sys/queue.h>
+#include <stdio.h>
+
+
+
+int main() {
+
+
+
+
+
+
+
+
+
+
+
+
+
+// C
+
+struct req {
+  int pri, rqr;
+  LIST_ENTRY(req) x;
+};
+
+LIST_HEAD(reql, req);
+
+struct reql reqs;
+LIST_INIT(&reqs);
+
+struct req
+  r1 = {1, 42},
+  r2 = {2, 42};
+
+LIST_INSERT_HEAD(
+  &reqs, &r2, x);
+LIST_INSERT_HEAD(
+  &reqs, &r1, x);
+
+
+
+
+
+
+
+
+
+
+
+struct req *cur;
+LIST_FOREACH(cur, &reqs, x)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("\n");
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-multi-static.run.c
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-multi-static.run.c	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-multi-static.run.c	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,82 @@
+#include <sys/queue.h>
+#include <stdio.h>
+
+
+
+int main() {
+
+
+
+
+
+
+
+
+
+
+
+
+
+struct req {
+  int pri, rqr;
+  LIST_ENTRY(req) by_pri;
+  LIST_ENTRY(req) by_rqr;
+};
+
+LIST_HEAD(reql, req);
+
+struct reql reqs_pri_global;
+struct reql reqs_rqr_42;
+struct reql reqs_rqr_17;
+struct reql reqs_rqr_99;
+
+LIST_INIT(&reqs_pri_global);
+LIST_INIT(&reqs_rqr_42);
+LIST_INIT(&reqs_rqr_17);
+LIST_INIT(&reqs_rqr_99);
+
+struct req
+  r42a = {1, 42},
+  r42b = {2, 42},
+  r17a = {2, 17},
+  r17b = {3, 17},
+  r17c = {4, 17},
+  r99a = {3, 99};
+
+LIST_INSERT_HEAD(&reqs_pri_global, &r17c, by_pri);
+LIST_INSERT_HEAD(&reqs_pri_global, &r99a, by_pri);
+LIST_INSERT_HEAD(&reqs_pri_global, &r17b, by_pri);
+LIST_INSERT_HEAD(&reqs_pri_global, &r42b, by_pri);
+LIST_INSERT_HEAD(&reqs_pri_global, &r17a, by_pri);
+LIST_INSERT_HEAD(&reqs_pri_global, &r42a, by_pri);
+
+LIST_INSERT_HEAD(&reqs_rqr_42, &r42b, by_rqr);
+LIST_INSERT_HEAD(&reqs_rqr_42, &r42a, by_rqr);
+
+LIST_INSERT_HEAD(&reqs_rqr_17, &r17c, by_rqr);
+LIST_INSERT_HEAD(&reqs_rqr_17, &r17b, by_rqr);
+LIST_INSERT_HEAD(&reqs_rqr_17, &r17a, by_rqr);
+
+LIST_INSERT_HEAD(&reqs_rqr_99, &r99a, by_rqr);
+
+
+
+
+
+
+
+struct req *cur;
+LIST_FOREACH(cur, &reqs_pri_global, by_pri)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("| ");
+LIST_FOREACH(cur, &reqs_rqr_42, by_rqr)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("| ");
+LIST_FOREACH(cur, &reqs_rqr_17, by_rqr)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("| ");
+LIST_FOREACH(cur, &reqs_rqr_99, by_rqr)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("\n");
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-byref.run.cpp
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-byref.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-byref.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,58 @@
+#include <cstdio>
+
+#if defined INTERPOSED_LIST_NS
+using namespace INTERPOSED_LIST_NS;
+#else
+#include <list>
+using namespace std;
+#endif
+
+int main() {
+
+
+
+
+
+
+
+
+
+// C++
+
+struct req {
+  int pri, rqr;
+};
+
+
+
+
+list<req*> reqs;
+
+
+req
+  r1 = {1, 42},
+  r2 = {2, 42};
+
+reqs.push_front(
+  &r2);
+reqs.push_front(
+  &r1);
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+for (auto const& cur : reqs)
+    printf("{%d %d} ", cur->pri, cur->rqr);
+printf("\n");
+
+}
Index: doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-emplaced.run.cpp
===================================================================
--- doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-emplaced.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
+++ doc/theses/mike_brooks_MMath/programs/lst-issues-wrapped-emplaced.run.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -0,0 +1,58 @@
+#include <cstdio>
+
+#if defined INTERPOSED_LIST_NS
+using namespace INTERPOSED_LIST_NS;
+#else
+#include <list>
+using namespace std;
+#endif
+
+int main() {
+
+
+
+
+
+
+
+
+
+// C++
+
+struct req {
+  int pri, rqr;
+};
+
+
+
+
+list<req> reqs;
+
+
+
+
+
+
+reqs.emplace_front(
+  2, 42);
+reqs.emplace_front(
+  1, 42);
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+for (auto const& cur : reqs)
+    printf("{%d %d} ", cur.pri, cur.rqr);
+printf("\n");
+
+}
Index: doc/theses/mike_brooks_MMath/uw-ethesis.bib
===================================================================
--- doc/theses/mike_brooks_MMath/uw-ethesis.bib	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/mike_brooks_MMath/uw-ethesis.bib	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -65,2 +65,27 @@
   bibsource = {dblp computer science bibliography, https://dblp.org}
 }
+
+% --------------------------------------------------
+% Linked-list prior work
+
+@misc{CFAStackEvaluation,
+    contributer	= {a3moss@plg},
+    author	= {Aaron Moss},
+    title	= {\textsf{C}$\mathbf{\forall}$ Stack Evaluation Programs},
+    year	= 2018,
+    howpublished= {\href{https://cforall.uwaterloo.ca/CFAStackEvaluation.zip}{https://cforall.uwaterloo.ca/\-CFAStackEvaluation.zip}},
+}
+
+@misc{lst:linuxq,
+  title     = {queue(7) — Linux manual page},
+  howpublished= {\href{https://man7.org/linux/man-pages/man3/queue.3.html}{https://man7.org/linux/man-pages/man3/queue.3.html}},
+}
+  % see also https://man7.org/linux/man-pages/man7/queue.7.license.html
+  %          https://man7.org/tlpi/
+  %          https://www.kernel.org/doc/man-pages/
+
+@misc{lst:stl,
+  title     = {std::list},
+  howpublished= {\href{https://en.cppreference.com/w/cpp/container/list}{https://en.cppreference.com/w/cpp/container/list}},
+}
+
Index: doc/theses/mike_brooks_MMath/uw-ethesis.tex
===================================================================
--- doc/theses/mike_brooks_MMath/uw-ethesis.tex	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ doc/theses/mike_brooks_MMath/uw-ethesis.tex	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -60,4 +60,5 @@
 % For hyperlinked PDF, suitable for viewing on a computer, use this:
 \documentclass[letterpaper,12pt,titlepage,oneside,final]{book}
+\usepackage{times}
 \usepackage[T1]{fontenc}	% Latin-1 => 256-bit characters, => | not dash, <> not Spanish question marks
 
@@ -87,5 +88,6 @@
 \usepackage{comment} % Removes large sections of the document.
 \usepackage{tabularx}
-\usepackage{subfigure}
+\usepackage[labelformat=simple,aboveskip=0pt,farskip=0pt,font=normalsize]{subfig}
+\renewcommand\thesubfigure{(\alph{subfigure})}
 
 \usepackage{algorithm}
@@ -115,5 +117,6 @@
     citecolor=blue,        % color of links to bibliography
     filecolor=magenta,      % color of file links
-    urlcolor=blue           % color of external links
+    urlcolor=blue,           % color of external links
+    breaklinks=true
 }
 \ifthenelse{\boolean{PrintVersion}}{   % for improved print quality, change some hyperref options
@@ -129,4 +132,7 @@
 % although it's supposed to be in both the TeX Live and MikTeX distributions. There are also documentation and
 % installation instructions there.
+
+% Customizing tabularx
+\newcolumntype{Y}{>{\centering\arraybackslash}X}
 
 % Setting up the page margins...
@@ -175,7 +181,9 @@
 \CFAStyle						% CFA code-style
 \lstset{language=CFA}					% default language
-\lstset{basicstyle=\linespread{0.9}\tt}			% CFA typewriter font
+\lstset{basicstyle=\linespread{0.9}\sf}			% CFA typewriter font
 \lstset{inputpath={programs}}
 \newcommand{\PAB}[1]{{\color{red}PAB: #1}}
+
+\newcommand{\uCpp}{$\mu$\CC}
 
 %======================================================================
@@ -201,7 +209,7 @@
 %----------------------------------------------------------------------
 \begin{sloppypar}
-
 \input{intro}
 \input{background}
+\input{list}
 \input{array}
 \input{string}
Index: libcfa/src/Makefile.am
===================================================================
--- libcfa/src/Makefile.am	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ libcfa/src/Makefile.am	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -48,5 +48,5 @@
 	math.hfa \
 	time_t.hfa \
-    virtual_dtor.hfa \
+	virtual_dtor.hfa \
 	bits/algorithm.hfa \
 	bits/align.hfa \
@@ -69,5 +69,5 @@
 	vec/vec2.hfa \
 	vec/vec3.hfa \
-	vec/vec4.hfa 
+	vec/vec4.hfa
 
 inst_headers_src = \
Index: libcfa/src/bits/random.hfa
===================================================================
--- libcfa/src/bits/random.hfa	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ libcfa/src/bits/random.hfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -10,6 +10,6 @@
 // Created On       : Fri Jan 14 07:18:11 2022
 // Last Modified By : Peter A. Buhr
-// Last Modified On : Thu Dec 22 20:54:22 2022
-// Update Count     : 178
+// Last Modified On : Mon Mar 20 21:45:24 2023
+// Update Count     : 186
 // 
 
@@ -28,26 +28,28 @@
 	#define XOSHIRO256PP
 	//#define KISS_64
+    // #define SPLITMIX_64
 
 	// 32-bit generators
 	//#define XORSHIFT_6_21_7
 	#define XOSHIRO128PP
+    // #define SPLITMIX_32
 #else													// 32-bit architecture
 	// 64-bit generators
 	//#define XORSHIFT_13_7_17
 	#define XOSHIRO256PP
+    // #define SPLITMIX_64
 
 	// 32-bit generators
 	//#define XORSHIFT_6_21_7
 	#define XOSHIRO128PP
+    // #define SPLITMIX_32
 #endif // __x86_64__
 
 // Define C/CFA PRNG name and random-state.
-
-// SKULLDUGGERY: typedefs name struct and typedef with the same name to deal with CFA typedef numbering problem.
 
 #ifdef XOSHIRO256PP
 #define PRNG_NAME_64 xoshiro256pp
 #define PRNG_STATE_64_T GLUE(PRNG_NAME_64,_t)
-typedef struct PRNG_STATE_64_T { uint64_t s0, s1, s2, s3; } PRNG_STATE_64_T;
+typedef struct { uint64_t s0, s1, s2, s3; } PRNG_STATE_64_T;
 #endif // XOSHIRO256PP
 
@@ -55,5 +57,5 @@
 #define PRNG_NAME_32 xoshiro128pp
 #define PRNG_STATE_32_T GLUE(PRNG_NAME_32,_t)
-typedef struct PRNG_STATE_32_T { uint32_t s0, s1, s2, s3; } PRNG_STATE_32_T;
+typedef struct { uint32_t s0, s1, s2, s3; } PRNG_STATE_32_T;
 #endif // XOSHIRO128PP
 
@@ -83,8 +85,18 @@
 #endif // XORSHIFT_12_25_27
 
+#ifdef SPLITMIX_64
+#define PRNG_NAME_64 splitmix64
+#define PRNG_STATE_64_T uint64_t
+#endif // SPLITMIX32
+
+#ifdef SPLITMIX_32
+#define PRNG_NAME_32 splitmix32
+#define PRNG_STATE_32_T uint32_t
+#endif // SPLITMIX32
+
 #ifdef KISS_64
 #define PRNG_NAME_64 kiss_64
 #define PRNG_STATE_64_T GLUE(PRNG_NAME_64,_t)
-typedef struct PRNG_STATE_64_T { uint64_t z, w, jsr, jcong; } PRNG_STATE_64_T;
+typedef struct { uint64_t z, w, jsr, jcong; } PRNG_STATE_64_T;
 #endif // KISS_^64
 
@@ -92,5 +104,5 @@
 #define PRNG_NAME_32 xorwow
 #define PRNG_STATE_32_T GLUE(PRNG_NAME_32,_t)
-typedef struct PRNG_STATE_32_T { uint32_t a, b, c, d, counter; } PRNG_STATE_32_T;
+typedef struct { uint32_t a, b, c, d, counter; } PRNG_STATE_32_T;
 #endif // XOSHIRO128PP
 
@@ -119,4 +131,70 @@
 #ifdef __cforall										// don't include in C code (invoke.h)
 
+// https://rosettacode.org/wiki/Pseudo-random_numbers/Splitmix64
+//
+// Splitmix64 is not recommended for demanding random number requirements, but is often used to calculate initial states
+// for other more complex pseudo-random number generators (see https://prng.di.unimi.it).
+// Also https://rosettacode.org/wiki/Pseudo-random_numbers/Splitmix64.
+static inline uint64_t splitmix64( uint64_t & state ) {
+    state += 0x9e3779b97f4a7c15;
+    uint64_t z = state;
+    z = (z ^ (z >> 30)) * 0xbf58476d1ce4e5b9;
+    z = (z ^ (z >> 27)) * 0x94d049bb133111eb;
+    return z ^ (z >> 31);
+} // splitmix64
+
+static inline void splitmix64_set_seed( uint64_t & state , uint64_t seed ) {
+    state = seed;
+    splitmix64( state );								// prime
+} // splitmix64_set_seed
+
+// https://github.com/bryc/code/blob/master/jshash/PRNGs.md#splitmix32
+//
+// Splitmix32 is not recommended for demanding random number requirements, but is often used to calculate initial states
+// for other more complex pseudo-random number generators (see https://prng.di.unimi.it).
+
+static inline uint32_t splitmix32( uint32_t & state ) {
+    state += 0x9e3779b9;
+    uint64_t z = state;
+    z = (z ^ (z >> 15)) * 0x85ebca6b;
+    z = (z ^ (z >> 13)) * 0xc2b2ae35;
+    return z ^ (z >> 16);
+} // splitmix32
+
+static inline void splitmix32_set_seed( uint32_t & state, uint64_t seed ) {
+    state = seed;
+    splitmix32( state );								// prime
+} // splitmix32_set_seed
+
+#ifdef __SIZEOF_INT128__
+//--------------------------------------------------
+static inline uint64_t lehmer64( __uint128_t & state ) {
+	__uint128_t ret = state;
+	state *= 0x_da94_2042_e4dd_58b5;
+	return ret >> 64;
+} // lehmer64
+
+static inline void lehmer64_set_seed( __uint128_t & state, uint64_t seed ) {
+	// The seed needs to be coprime with the 2^64 modulus to get the largest period, so no factors of 2 in the seed.
+	state = splitmix64( seed );							// prime
+} // lehmer64_set_seed
+
+//--------------------------------------------------
+static inline uint64_t wyhash64( uint64_t & state ) {
+	uint64_t ret = state;
+	state += 0x_60be_e2be_e120_fc15;
+	__uint128_t tmp;
+	tmp = (__uint128_t) ret * 0x_a3b1_9535_4a39_b70d;
+	uint64_t m1 = (tmp >> 64) ^ tmp;
+	tmp = (__uint128_t)m1 * 0x_1b03_7387_12fa_d5c9;
+	uint64_t m2 = (tmp >> 64) ^ tmp;
+	return m2;
+} // wyhash64
+
+static inline void wyhash64_set_seed( uint64_t & state, uint64_t seed ) {
+	state = splitmix64( seed );							// prime
+} // wyhash64_set_seed
+#endif // __SIZEOF_INT128__
+
 // https://prng.di.unimi.it/xoshiro256starstar.c
 //
@@ -130,5 +208,5 @@
 
 #ifndef XOSHIRO256PP
-typedef struct xoshiro256pp_t { uint64_t s0, s1, s2, s3; } xoshiro256pp_t;
+typedef struct { uint64_t s0, s1, s2, s3; } xoshiro256pp_t;
 #endif // ! XOSHIRO256PP
 
@@ -151,6 +229,10 @@
 
 static inline void xoshiro256pp_set_seed( xoshiro256pp_t & state, uint64_t seed ) {
-	state = (xoshiro256pp_t){ seed, seed, seed, seed };
-	xoshiro256pp( state );
+    // To attain repeatable seeding, compute seeds separately because the order of argument evaluation is undefined.
+    uint64_t seed1 = splitmix64( seed );				// prime
+    uint64_t seed2 = splitmix64( seed );
+    uint64_t seed3 = splitmix64( seed );
+    uint64_t seed4 = splitmix64( seed );
+	state = (xoshiro256pp_t){ seed1, seed2, seed3, seed4 };
 } // xoshiro256pp_set_seed
 
@@ -165,5 +247,5 @@
 
 #ifndef XOSHIRO128PP
-typedef struct xoshiro128pp_t { uint32_t s0, s1, s2, s3; } xoshiro128pp_t;
+typedef struct { uint32_t s0, s1, s2, s3; } xoshiro128pp_t;
 #endif // ! XOSHIRO128PP
 
@@ -186,39 +268,11 @@
 
 static inline void xoshiro128pp_set_seed( xoshiro128pp_t & state, uint32_t seed ) {
-	state = (xoshiro128pp_t){ seed, seed, seed, seed };
-	xoshiro128pp( state );								// prime
+    // To attain repeatable seeding, compute seeds separately because the order of argument evaluation is undefined.
+    uint32_t seed1 = splitmix32( seed );				// prime
+    uint32_t seed2 = splitmix32( seed );
+    uint32_t seed3 = splitmix32( seed );
+    uint32_t seed4 = splitmix32( seed );
+	state = (xoshiro128pp_t){ seed1, seed2, seed3, seed4 };
 } // xoshiro128pp_set_seed
-
-#ifdef __SIZEOF_INT128__
-	//--------------------------------------------------
-	static inline uint64_t lehmer64( __uint128_t & state ) {
-		__uint128_t ret = state;
-		state *= 0x_da94_2042_e4dd_58b5;
-		return ret >> 64;
-	} // lehmer64
-
-	static inline void lehmer64_set_seed( __uint128_t & state, uint64_t seed ) {
-		// The seed needs to be coprime with the 2^64 modulus to get the largest period, so no factors of 2 in the seed.
-		state = seed;
-		lehmer64( state );								// prime
-	} // lehmer64_set_seed
-
-	//--------------------------------------------------
-	static inline uint64_t wyhash64( uint64_t & state ) {
-		uint64_t ret = state;
-		state += 0x_60be_e2be_e120_fc15;
-		__uint128_t tmp;
-		tmp = (__uint128_t) ret * 0x_a3b1_9535_4a39_b70d;
-		uint64_t m1 = (tmp >> 64) ^ tmp;
-		tmp = (__uint128_t)m1 * 0x_1b03_7387_12fa_d5c9;
-		uint64_t m2 = (tmp >> 64) ^ tmp;
-		return m2;
-	} // wyhash64
-
-	static inline void wyhash64_set_seed( uint64_t & state, uint64_t seed ) {
-		state = seed;
-		wyhash64( state );								// prime
-	} // wyhash64_set_seed
-#endif // __SIZEOF_INT128__
 
 //--------------------------------------------------
@@ -232,6 +286,5 @@
 
 static inline void xorshift_13_7_17_set_seed( uint64_t & state, uint64_t seed ) {
-	state = seed;
-	xorshift_13_7_17( state );							// prime
+	state = splitmix64( seed );							// prime
 } // xorshift_13_7_17_set_seed
 
@@ -250,6 +303,5 @@
 
 static inline void xorshift_6_21_7_set_seed( uint32_t & state, uint32_t seed ) {
-	state = seed;
-	xorshift_6_21_7( state );							// prime
+    state = splitmix32( seed );							// prime
 } // xorshift_6_21_7_set_seed
 
@@ -265,6 +317,5 @@
 
 static inline void xorshift_12_25_27_set_seed( uint64_t & state, uint64_t seed ) {
-	state = seed;
-	xorshift_12_25_27( state );							// prime
+	state = splitmix64( seed );							// prime
 } // xorshift_12_25_27_set_seed
 
@@ -272,5 +323,5 @@
 // The state must be seeded with a nonzero value.
 #ifndef KISS_64
-typedef struct kiss_64_t { uint64_t z, w, jsr, jcong; } kiss_64_t;
+typedef struct { uint64_t z, w, jsr, jcong; } kiss_64_t;
 #endif // ! KISS_64
 
@@ -287,6 +338,5 @@
 
 static inline void kiss_64_set_seed( kiss_64_t & rs, uint64_t seed ) with(rs) {
-	z = 1; w = 1; jsr = 4; jcong = seed;
-	kiss_64( rs );										// prime
+	z = 1; w = 1; jsr = 4; jcong = splitmix64( seed );	// prime
 } // kiss_64_set_seed
 
@@ -294,5 +344,5 @@
 // The state array must be initialized to non-zero in the first four words.
 #ifndef XORWOW
-typedef struct xorwow_t { uint32_t a, b, c, d, counter; } xorwow_t;
+typedef struct { uint32_t a, b, c, d, counter; } xorwow_t;
 #endif // ! XORWOW
 
@@ -316,6 +366,10 @@
 
 static inline void xorwow_set_seed( xorwow_t & rs, uint32_t seed ) {
-	rs = (xorwow_t){ seed, seed, seed, seed, 0 };
-	xorwow( rs );										// prime
+    // To attain repeatable seeding, compute seeds separately because the order of argument evaluation is undefined.
+    uint32_t seed1 = splitmix32( seed );				// prime
+    uint32_t seed2 = splitmix32( seed );
+    uint32_t seed3 = splitmix32( seed );
+    uint32_t seed4 = splitmix32( seed );
+	rs = (xorwow_t){ seed1, seed2, seed3, seed4, 0 };
 } // xorwow_set_seed
 
@@ -323,6 +377,6 @@
 // Used in __tls_rand_fwd
 #define M  (1_l64u << 48_l64u)
-#define A  (25214903917_l64u)
-#define AI (18446708753438544741_l64u)
+#define A  (25_214_903_917_l64u)
+#define AI (18_446_708_753_438_544_741_l64u)
 #define C  (11_l64u)
 #define D  (16_l64u)
Index: libcfa/src/concurrency/channel.hfa
===================================================================
--- libcfa/src/concurrency/channel.hfa	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ libcfa/src/concurrency/channel.hfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -28,4 +28,5 @@
     exp_backoff_then_block_lock c_lock, p_lock;
     __spinlock_t mutex_lock;
+    char __padding[64]; // avoid false sharing in arrays
 };
 
Index: libcfa/src/concurrency/mutex_stmt.hfa
===================================================================
--- libcfa/src/concurrency/mutex_stmt.hfa	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ libcfa/src/concurrency/mutex_stmt.hfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -27,15 +27,4 @@
     // Sort locks based on address
     __libcfa_small_sort(this.lockarr, count);
-
-    // acquire locks in order
-    // for ( size_t i = 0; i < count; i++ ) {
-    //     lock(*this.lockarr[i]);
-    // }
-}
-
-static inline void ^?{}( __mutex_stmt_lock_guard & this ) with(this) {
-    // for ( size_t i = count; i > 0; i-- ) {
-    //     unlock(*lockarr[i - 1]);
-    // }
 }
 
Index: libcfa/src/containers/list.hfa
===================================================================
--- libcfa/src/containers/list.hfa	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ libcfa/src/containers/list.hfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -32,8 +32,32 @@
 static inline tytagref(void, T) ?`inner ( T & this ) { tytagref( void, T ) ret = {this}; return ret; }
 
-// use this on every case of plan-9 inheritance, to make embedded a closure of plan-9 inheritance
-#define P9_EMBEDDED( derived, immedBase ) \
-forall( Tbase &, TdiscardPath & | { tytagref( TdiscardPath, Tbase ) ?`inner( immedBase & ); } ) \
-    static inline tytagref(immedBase, Tbase) ?`inner( derived & this ) { \
+
+//
+// P9_EMBEDDED: Use on every case of plan-9 inheritance, to make "implements embedded" be a closure of plan-9 inheritance.
+//
+// struct foo {
+//    int a, b, c;
+//    inline (bar);
+// };
+// P9_EMBEDDED( foo, bar )
+//
+
+// usual version, for structs that are top-level declarations
+#define P9_EMBEDDED(        derived, immedBase ) P9_EMBEDDED_DECL_( derived, immedBase, static ) P9_EMBEDDED_BDY_( immedBase )
+
+// special version, for structs that are declared in functions
+#define P9_EMBEDDED_INFUNC( derived, immedBase ) P9_EMBEDDED_DECL_( derived, immedBase,        ) P9_EMBEDDED_BDY_( immedBase )
+
+// forward declarations of both the above; generally not needed
+// may help you control where the P9_EMBEEDED cruft goes, in case "right after the stuct" isn't where you want it
+#define P9_EMBEDDED_FWD(        derived, immedBase )      P9_EMBEDDED_DECL_( derived, immedBase, static ) ;
+#define P9_EMBEDDED_FWD_INFUNC( derived, immedBase ) auto P9_EMBEDDED_DECL_( derived, immedBase,        ) ;
+
+// private helpers
+#define P9_EMBEDDED_DECL_( derived, immedBase, STORAGE ) \
+    forall( Tbase &, TdiscardPath & | { tytagref( TdiscardPath, Tbase ) ?`inner( immedBase & ); } ) \
+    STORAGE inline tytagref(immedBase, Tbase) ?`inner( derived & this )
+    
+#define P9_EMBEDDED_BDY_( immedBase ) { \
         immedBase & ib = this; \
         Tbase & b = ib`inner; \
Index: src/ControlStruct/ExceptTranslateNew.cpp
===================================================================
--- src/ControlStruct/ExceptTranslateNew.cpp	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ src/ControlStruct/ExceptTranslateNew.cpp	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -314,5 +314,7 @@
 		nullptr,
 		ast::Storage::Classes{},
-		ast::Linkage::Cforall
+		ast::Linkage::Cforall,
+		{},
+		{ ast::Function::Inline }
 	);
 }
Index: src/Parser/ExpressionNode.cc
===================================================================
--- src/Parser/ExpressionNode.cc	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ src/Parser/ExpressionNode.cc	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -164,22 +164,25 @@
 	} else {
 		// At least one digit in integer constant, so safe to backup while looking for suffix.
+		// This declaration and the comma expressions in the conditions mimic
+		// the declare and check pattern allowed in later compiler versions.
+		// (Only some early compilers/C++ standards do not support it.)
 		string::size_type posn;
 		// pointer value
-		if ( posn = str.find_last_of( "pP" ); posn != string::npos ) {
+		if ( posn = str.find_last_of( "pP" ), posn != string::npos ) {
 			ltype = 5; str.erase( posn, 1 );
 		// size_t
-		} else if ( posn = str.find_last_of( "zZ" ); posn != string::npos ) {
+		} else if ( posn = str.find_last_of( "zZ" ), posn != string::npos ) {
 			Unsigned = true; type = 2; ltype = 4; str.erase( posn, 1 );
 		// signed char
-		} else if ( posn = str.rfind( "hh" ); posn != string::npos ) {
+		} else if ( posn = str.rfind( "hh" ), posn != string::npos ) {
 			type = 1; str.erase( posn, 2 );
 		// signed char
-		} else if ( posn = str.rfind( "HH" ); posn != string::npos ) {
+		} else if ( posn = str.rfind( "HH" ), posn != string::npos ) {
 			type = 1; str.erase( posn, 2 );
 		// short
-		} else if ( posn = str.find_last_of( "hH" ); posn != string::npos ) {
+		} else if ( posn = str.find_last_of( "hH" ), posn != string::npos ) {
 			type = 0; str.erase( posn, 1 );
 		// int (natural number)
-		} else if ( posn = str.find_last_of( "nN" ); posn != string::npos ) {
+		} else if ( posn = str.find_last_of( "nN" ), posn != string::npos ) {
 			type = 2; str.erase( posn, 1 );
 		} else if ( str.rfind( "ll" ) != string::npos || str.rfind( "LL" ) != string::npos ) {
Index: src/Parser/parser.yy
===================================================================
--- src/Parser/parser.yy	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ src/Parser/parser.yy	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -10,6 +10,6 @@
 // Created On       : Sat Sep  1 20:22:55 2001
 // Last Modified By : Peter A. Buhr
-// Last Modified On : Tue Mar 14 09:37:58 2023
-// Update Count     : 5990
+// Last Modified On : Wed Mar 22 21:26:01 2023
+// Update Count     : 6002
 //
 
@@ -270,4 +270,12 @@
 	SemanticError( yylloc, ::toString( "Identifier \"", identifier, "\" cannot appear before a ", kind, ".\n"
 				   "Possible cause is misspelled storage/CV qualifier, misspelled typename, or missing generic parameter." ) );
+} // IdentifierBeforeType
+
+static bool TypedefForall( DeclarationNode * decl ) {
+	if ( decl->type->forall || (decl->type->kind == TypeData::Aggregate && decl->type->aggregate.params) ) {
+		SemanticError( yylloc, "forall qualifier in typedef is currently unimplemented." );
+		return true;
+	} // if
+	return false;
 } // IdentifierBeforeType
 
@@ -496,5 +504,6 @@
 %type<decl> typedef_name typedef_declaration typedef_expression
 
-%type<decl> variable_type_redeclarator type_ptr type_array type_function
+%type<decl> variable_type_redeclarator variable_type_ptr variable_type_array variable_type_function
+%type<decl> general_function_declarator function_type_redeclarator function_type_array function_type_no_ptr function_type_ptr
 
 %type<decl> type_parameter_redeclarator type_parameter_ptr type_parameter_array type_parameter_function
@@ -1957,7 +1966,7 @@
 	TYPEDEF type_specifier declarator
 		{
-			// if type_specifier is an anon aggregate => name 
 			typedefTable.addToEnclosingScope( *$3->name, TYPEDEFname, "4" );
-			$$ = $3->addType( $2 )->addTypedef();		// watchout frees $2 and $3
+			if ( TypedefForall( $2 ) ) $$ = nullptr;
+			else $$ = $3->addType( $2 )->addTypedef();		// watchout frees $2 and $3
 		}
 	| typedef_declaration pop ',' push declarator
@@ -1969,15 +1978,18 @@
 		{
 			typedefTable.addToEnclosingScope( *$4->name, TYPEDEFname, "6" );
-			$$ = $4->addQualifiers( $1 )->addType( $3 )->addTypedef();
+			if ( TypedefForall( $1 ) ) $$ = nullptr;
+			else $$ = $4->addQualifiers( $1 )->addType( $3 )->addTypedef();
 		}
 	| type_specifier TYPEDEF declarator
 		{
 			typedefTable.addToEnclosingScope( *$3->name, TYPEDEFname, "7" );
-			$$ = $3->addType( $1 )->addTypedef();
+			if ( TypedefForall( $1 ) ) $$ = nullptr;
+			else $$ = $3->addType( $1 )->addTypedef();
 		}
 	| type_specifier TYPEDEF type_qualifier_list declarator
 		{
 			typedefTable.addToEnclosingScope( *$4->name, TYPEDEFname, "8" );
-			$$ = $4->addQualifiers( $1 )->addType( $1 )->addTypedef();
+			if ( TypedefForall( $3 ) ) $$ = nullptr;
+			else $$ = $4->addQualifiers( $1 )->addType( $1 )->addTypedef();
 		}
 	;
@@ -2016,8 +2028,21 @@
 		// A semantic check is required to ensure asm_name only appears on declarations with implicit or explicit static
 		// storage-class
-	declarator asm_name_opt initializer_opt
+	variable_declarator asm_name_opt initializer_opt
 		{ $$ = $1->addAsmName( $2 )->addInitializer( $3 ); }
+	| variable_type_redeclarator asm_name_opt initializer_opt
+		{ $$ = $1->addAsmName( $2 )->addInitializer( $3 ); }
+
+	| general_function_declarator asm_name_opt
+		{ $$ = $1->addAsmName( $2 )->addInitializer( nullptr ); }
+	| general_function_declarator asm_name_opt '=' VOID
+		{ $$ = $1->addAsmName( $2 )->addInitializer( new InitializerNode( true ) ); }
+
 	| declaring_list ',' attribute_list_opt declarator asm_name_opt initializer_opt
 		{ $$ = $1->appendList( $4->addQualifiers( $3 )->addAsmName( $5 )->addInitializer( $6 ) ); }
+	;
+
+general_function_declarator:
+	function_type_redeclarator
+	| function_declarator
 	;
 
@@ -2543,4 +2568,7 @@
 		// A semantic check is required to ensure bit_subrange only appears on integral types.
 		{ $$ = $1->addBitfield( $2 ); }
+	| function_type_redeclarator bit_subrange_size_opt
+		// A semantic check is required to ensure bit_subrange only appears on integral types.
+		{ $$ = $1->addBitfield( $2 ); }
 	;
 
@@ -3195,5 +3223,5 @@
 			$$ = $2->addFunctionBody( $4, $3 )->addType( $1 );
 		}
-	| declaration_specifier variable_type_redeclarator with_clause_opt compound_statement
+	| declaration_specifier function_type_redeclarator with_clause_opt compound_statement
 		{
 			rebindForall( $1, $2 );
@@ -3231,4 +3259,5 @@
 	| variable_type_redeclarator
 	| function_declarator
+	| function_type_redeclarator
 	;
 
@@ -3481,5 +3510,5 @@
 	;
 
-// This pattern parses a declaration for a variable or function prototype that redefines a type name, e.g.:
+// This pattern parses a declaration for a variable that redefines a type name, e.g.:
 //
 //		typedef int foo;
@@ -3487,7 +3516,4 @@
 //		   int foo; // redefine typedef name in new scope
 //		}
-//
-// The pattern precludes declaring an array of functions versus a pointer to an array of functions, and returning arrays
-// and functions versus pointers to arrays and functions.
 
 paren_type:
@@ -3504,49 +3530,98 @@
 	paren_type attribute_list_opt
 		{ $$ = $1->addQualifiers( $2 ); }
-	| type_ptr
-	| type_array attribute_list_opt
+	| variable_type_ptr
+	| variable_type_array attribute_list_opt
 		{ $$ = $1->addQualifiers( $2 ); }
-	| type_function attribute_list_opt
+	| variable_type_function attribute_list_opt
 		{ $$ = $1->addQualifiers( $2 ); }
 	;
 
-type_ptr:
+variable_type_ptr:
 	ptrref_operator variable_type_redeclarator
 		{ $$ = $2->addPointer( DeclarationNode::newPointer( nullptr, $1 ) ); }
 	| ptrref_operator type_qualifier_list variable_type_redeclarator
 		{ $$ = $3->addPointer( DeclarationNode::newPointer( $2, $1 ) ); }
-	| '(' type_ptr ')' attribute_list_opt				// redundant parenthesis
+	| '(' variable_type_ptr ')' attribute_list_opt		// redundant parenthesis
 		{ $$ = $2->addQualifiers( $4 ); }
-	| '(' attribute_list type_ptr ')' attribute_list_opt // redundant parenthesis
+	| '(' attribute_list variable_type_ptr ')' attribute_list_opt // redundant parenthesis
 		{ $$ = $3->addQualifiers( $2 )->addQualifiers( $5 ); }
 	;
 
-type_array:
+variable_type_array:
 	paren_type array_dimension
 		{ $$ = $1->addArray( $2 ); }
-	| '(' type_ptr ')' array_dimension
+	| '(' variable_type_ptr ')' array_dimension
 		{ $$ = $2->addArray( $4 ); }
-	| '(' attribute_list type_ptr ')' array_dimension
+	| '(' attribute_list variable_type_ptr ')' array_dimension
 		{ $$ = $3->addQualifiers( $2 )->addArray( $5 ); }
-	| '(' type_array ')' multi_array_dimension			// redundant parenthesis
+	| '(' variable_type_array ')' multi_array_dimension	// redundant parenthesis
 		{ $$ = $2->addArray( $4 ); }
-	| '(' attribute_list type_array ')' multi_array_dimension // redundant parenthesis
+	| '(' attribute_list variable_type_array ')' multi_array_dimension // redundant parenthesis
 		{ $$ = $3->addQualifiers( $2 )->addArray( $5 ); }
-	| '(' type_array ')'								// redundant parenthesis
+	| '(' variable_type_array ')'						// redundant parenthesis
 		{ $$ = $2; }
-	| '(' attribute_list type_array ')'					// redundant parenthesis
+	| '(' attribute_list variable_type_array ')'		// redundant parenthesis
 		{ $$ = $3->addQualifiers( $2 ); }
 	;
 
-type_function:
+variable_type_function:
+	'(' variable_type_ptr ')' '(' push parameter_type_list_opt pop ')' // empty parameter list OBSOLESCENT (see 3)
+		{ $$ = $2->addParamList( $6 ); }
+	| '(' attribute_list variable_type_ptr ')' '(' push parameter_type_list_opt pop ')' // empty parameter list OBSOLESCENT (see 3)
+		{ $$ = $3->addQualifiers( $2 )->addParamList( $7 ); }
+	| '(' variable_type_function ')'					// redundant parenthesis
+		{ $$ = $2; }
+	| '(' attribute_list variable_type_function ')'		// redundant parenthesis
+		{ $$ = $3->addQualifiers( $2 ); }
+	;
+
+// This pattern parses a declaration for a function prototype that redefines a type name.  It precludes declaring an
+// array of functions versus a pointer to an array of functions, and returning arrays and functions versus pointers to
+// arrays and functions.
+
+function_type_redeclarator:
+	function_type_no_ptr attribute_list_opt
+		{ $$ = $1->addQualifiers( $2 ); }
+	| function_type_ptr
+	| function_type_array attribute_list_opt
+		{ $$ = $1->addQualifiers( $2 ); }
+	;
+
+function_type_no_ptr:
 	paren_type '(' push parameter_type_list_opt pop ')' // empty parameter list OBSOLESCENT (see 3)
 		{ $$ = $1->addParamList( $4 ); }
-	| '(' type_ptr ')' '(' push parameter_type_list_opt pop ')' // empty parameter list OBSOLESCENT (see 3)
+	| '(' function_type_ptr ')' '(' push parameter_type_list_opt pop ')'
 		{ $$ = $2->addParamList( $6 ); }
-	| '(' attribute_list type_ptr ')' '(' push parameter_type_list_opt pop ')' // empty parameter list OBSOLESCENT (see 3)
+	| '(' attribute_list function_type_ptr ')' '(' push parameter_type_list_opt pop ')'
 		{ $$ = $3->addQualifiers( $2 )->addParamList( $7 ); }
-	| '(' type_function ')'								// redundant parenthesis
+	| '(' function_type_no_ptr ')'						// redundant parenthesis
 		{ $$ = $2; }
-	| '(' attribute_list type_function ')'				// redundant parenthesis
+	| '(' attribute_list function_type_no_ptr ')'		// redundant parenthesis
+		{ $$ = $3->addQualifiers( $2 ); }
+	;
+
+function_type_ptr:
+	ptrref_operator function_type_redeclarator
+		{ $$ = $2->addPointer( DeclarationNode::newPointer( nullptr, $1 ) ); }
+	| ptrref_operator type_qualifier_list function_type_redeclarator
+		{ $$ = $3->addPointer( DeclarationNode::newPointer( $2, $1 ) ); }
+	| '(' function_type_ptr ')' attribute_list_opt
+		{ $$ = $2->addQualifiers( $4 ); }
+	| '(' attribute_list function_type_ptr ')' attribute_list_opt
+		{ $$ = $3->addQualifiers( $2 )->addQualifiers( $5 ); }
+	;
+
+function_type_array:
+	'(' function_type_ptr ')' array_dimension
+		{ $$ = $2->addArray( $4 ); }
+	| '(' attribute_list function_type_ptr ')' array_dimension
+		{ $$ = $3->addQualifiers( $2 )->addArray( $5 ); }
+	| '(' function_type_array ')' multi_array_dimension	// redundant parenthesis
+		{ $$ = $2->addArray( $4 ); }
+	| '(' attribute_list function_type_array ')' multi_array_dimension // redundant parenthesis
+		{ $$ = $3->addQualifiers( $2 )->addArray( $5 ); }
+	| '(' function_type_array ')'						// redundant parenthesis
+		{ $$ = $2; }
+	| '(' attribute_list function_type_array ')'		// redundant parenthesis
 		{ $$ = $3->addQualifiers( $2 ); }
 	;
Index: tests/.expect/PRNG.x64.txt
===================================================================
--- tests/.expect/PRNG.x64.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/.expect/PRNG.x64.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,96 +1,96 @@
 
                     PRNG()     PRNG(5)   PRNG(0,5)
-                8464106481           4           4
-       5215204710507639537           1           2
-       1880401021892145483           0           4
-      12503840966285181348           2           5
-        801971300205459356           0           2
-       6123812066052045228           3           1
-       7691074772031490538           4           3
-       4793575011534070065           0           0
-      10647551928893428440           1           3
-      10865128702974868079           0           3
-        530720947131684825           3           0
-      10520125295812061287           1           5
-       7539957561855178679           4           4
-      13739826796006269835           0           2
-       4289714351582916365           3           2
-      16911914987551424434           2           1
-       5327155553462670435           4           0
-      16251986870929071204           4           4
-      13394433706240223001           0           3
-       4814982023332666924           4           0
+      13944458589275087071           3           2
+        129977468648444256           0           4
+       2357727400298891021           2           2
+       8855179187835660146           3           3
+       9957620185645882382           4           1
+      13396406983727409795           0           5
+       3342782395220265920           0           5
+       1707651271867677937           1           0
+      16402561450140881681           0           1
+      17838519215740313729           4           2
+       7425936020594490136           4           0
+       4174865704721714670           3           5
+      16055269689200152092           0           2
+      15091270195803594018           1           5
+      11807315541476180798           1           1
+      10697186588988060306           4           1
+      14665526411527044929           3           2
+      11289342279096164771           2           5
+      16126980828050300615           1           4
+       7821578301767524260           4           1
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
 
                     prng()     prng(5)   prng(0,5)
-                8464106481           4           4
-       5215204710507639537           1           2
-       1880401021892145483           0           4
-      12503840966285181348           2           5
-        801971300205459356           0           2
-       6123812066052045228           3           1
-       7691074772031490538           4           3
-       4793575011534070065           0           0
-      10647551928893428440           1           3
-      10865128702974868079           0           3
-        530720947131684825           3           0
-      10520125295812061287           1           5
-       7539957561855178679           4           4
-      13739826796006269835           0           2
-       4289714351582916365           3           2
-      16911914987551424434           2           1
-       5327155553462670435           4           0
-      16251986870929071204           4           4
-      13394433706240223001           0           3
-       4814982023332666924           4           0
+      13944458589275087071           3           2
+        129977468648444256           0           4
+       2357727400298891021           2           2
+       8855179187835660146           3           3
+       9957620185645882382           4           1
+      13396406983727409795           0           5
+       3342782395220265920           0           5
+       1707651271867677937           1           0
+      16402561450140881681           0           1
+      17838519215740313729           4           2
+       7425936020594490136           4           0
+       4174865704721714670           3           5
+      16055269689200152092           0           2
+      15091270195803594018           1           5
+      11807315541476180798           1           1
+      10697186588988060306           4           1
+      14665526411527044929           3           2
+      11289342279096164771           2           5
+      16126980828050300615           1           4
+       7821578301767524260           4           1
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
 
                    prng(t)   prng(t,5) prng(t,0,5)
-                8464106481           4           4
-       5215204710507639537           1           2
-       1880401021892145483           0           4
-      12503840966285181348           2           5
-        801971300205459356           0           2
-       6123812066052045228           3           1
-       7691074772031490538           4           3
-       4793575011534070065           0           0
-      10647551928893428440           1           3
-      10865128702974868079           0           3
-        530720947131684825           3           0
-      10520125295812061287           1           5
-       7539957561855178679           4           4
-      13739826796006269835           0           2
-       4289714351582916365           3           2
-      16911914987551424434           2           1
-       5327155553462670435           4           0
-      16251986870929071204           4           4
-      13394433706240223001           0           3
-       4814982023332666924           4           0
+      13944458589275087071           3           2
+        129977468648444256           0           4
+       2357727400298891021           2           2
+       8855179187835660146           3           3
+       9957620185645882382           4           1
+      13396406983727409795           0           5
+       3342782395220265920           0           5
+       1707651271867677937           1           0
+      16402561450140881681           0           1
+      17838519215740313729           4           2
+       7425936020594490136           4           0
+       4174865704721714670           3           5
+      16055269689200152092           0           2
+      15091270195803594018           1           5
+      11807315541476180798           1           1
+      10697186588988060306           4           1
+      14665526411527044929           3           2
+      11289342279096164771           2           5
+      16126980828050300615           1           4
+       7821578301767524260           4           1
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
-trials 100000000 buckets 100000 min 871 max 1144 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
+trials 100000000 buckets 100000 min 875 max 1146 avg 1000.0 std 31.6 rstd 3.2%
Index: tests/.expect/PRNG.x86.txt
===================================================================
--- tests/.expect/PRNG.x86.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/.expect/PRNG.x86.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,96 +1,96 @@
 
                     PRNG()     PRNG(5)   PRNG(0,5)
-                    130161           1           1
-                4074541490           0           0
-                 927506267           0           3
-                1991273445           1           3
-                 669918146           2           3
-                 519546860           1           1
-                1136699882           4           3
-                2130185384           3           1
-                 992239050           0           5
-                2250903111           0           1
-                1544429724           3           2
-                1591091660           3           3
-                2511657707           2           4
-                1065770984           2           4
-                2412763405           4           4
-                1834447239           4           2
-                 360289337           0           4
-                2449452027           1           1
-                3370425396           2           1
-                3109103043           0           3
+                2884683541           0           0
+                3465286746           2           4
+                3268922916           0           1
+                2396374907           3           0
+                2135076892           4           1
+                 944377718           3           1
+                2204845346           3           3
+                3736609533           0           4
+                4063231336           0           2
+                1075394776           0           2
+                 712844808           4           0
+                4246343110           3           1
+                3793873837           2           1
+                3690340337           1           4
+                 319207944           1           4
+                1815791072           3           5
+                2581617261           1           5
+                3873329448           1           3
+                 832631329           4           0
+                 651551615           3           5
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
 
                     prng()     prng(5)   prng(0,5)
-                    130161           1           1
-                4074541490           0           0
-                 927506267           0           3
-                1991273445           1           3
-                 669918146           2           3
-                 519546860           1           1
-                1136699882           4           3
-                2130185384           3           1
-                 992239050           0           5
-                2250903111           0           1
-                1544429724           3           2
-                1591091660           3           3
-                2511657707           2           4
-                1065770984           2           4
-                2412763405           4           4
-                1834447239           4           2
-                 360289337           0           4
-                2449452027           1           1
-                3370425396           2           1
-                3109103043           0           3
+                2884683541           0           0
+                3465286746           2           4
+                3268922916           0           1
+                2396374907           3           0
+                2135076892           4           1
+                 944377718           3           1
+                2204845346           3           3
+                3736609533           0           4
+                4063231336           0           2
+                1075394776           0           2
+                 712844808           4           0
+                4246343110           3           1
+                3793873837           2           1
+                3690340337           1           4
+                 319207944           1           4
+                1815791072           3           5
+                2581617261           1           5
+                3873329448           1           3
+                 832631329           4           0
+                 651551615           3           5
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
 
                    prng(t)   prng(t,5) prng(t,0,5)
-                    130161           1           1
-                4074541490           0           0
-                 927506267           0           3
-                1991273445           1           3
-                 669918146           2           3
-                 519546860           1           1
-                1136699882           4           3
-                2130185384           3           1
-                 992239050           0           5
-                2250903111           0           1
-                1544429724           3           2
-                1591091660           3           3
-                2511657707           2           4
-                1065770984           2           4
-                2412763405           4           4
-                1834447239           4           2
-                 360289337           0           4
-                2449452027           1           1
-                3370425396           2           1
-                3109103043           0           3
+                2884683541           0           0
+                3465286746           2           4
+                3268922916           0           1
+                2396374907           3           0
+                2135076892           4           1
+                 944377718           3           1
+                2204845346           3           3
+                3736609533           0           4
+                4063231336           0           2
+                1075394776           0           2
+                 712844808           4           0
+                4246343110           3           1
+                3793873837           2           1
+                3690340337           1           4
+                 319207944           1           4
+                1815791072           3           5
+                2581617261           1           5
+                3873329448           1           3
+                 832631329           4           0
+                 651551615           3           5
 seed 1009
 
 Sequential
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
 
 Concurrent
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
-trials 100000000 buckets 100000 min 867 max 1135 avg 1000.0 std 31.7 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
+trials 100000000 buckets 100000 min 858 max 1147 avg 1000.0 std 31.5 rstd 3.2%
Index: tests/.expect/nested_function.x64.txt
===================================================================
--- tests/.expect/nested_function.x64.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/.expect/nested_function.x64.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-total 155
+total 145
Index: tests/.expect/nested_function.x86.txt
===================================================================
--- tests/.expect/nested_function.x86.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/.expect/nested_function.x86.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,1 +1,1 @@
-total 105
+total 245
Index: tests/concurrent/channels/parallel_harness.hfa
===================================================================
--- tests/concurrent/channels/parallel_harness.hfa	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/concurrent/channels/parallel_harness.hfa	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -100,5 +100,5 @@
 
 int test( size_t Processors, size_t Channels, size_t Producers, size_t Consumers, size_t ChannelSize ) {
-    size_t Clusters = 1;
+    size_t Clusters = Processors;
     // create a cluster
     cluster clus[Clusters];
@@ -108,5 +108,5 @@
     }
 
-    channels = anew( Channels );
+    channels = aalloc( Channels );
 
     // sout | "Processors: " | Processors | " ProdsPerChan: " | Producers | " ConsPerChan: " | Consumers | "Channels: " | Channels | " Channel Size: " | ChannelSize;
@@ -150,19 +150,5 @@
         
     }
-    // for ( i; Channels ) {
-    //     // sout | get_count( channels[i] );
-    //     if ( get_count( channels[i] ) < Consumers ){
-    //         #ifdef BIG
-    //         bigObject b{0};
-    //         #endif
-    //         for ( j; Consumers ) {
-    //             #ifdef BIG
-    //             insert( channels[i], b );
-    //             #else
-    //             insert( channels[i], 0 );
-    //             #endif
-    //         }
-    //     }
-    // }
+
     sout | "cons";
     for ( i; Consumers * Channels ) {
Index: tests/concurrent/pthread/.expect/bounded_buffer.x64.txt
===================================================================
--- tests/concurrent/pthread/.expect/bounded_buffer.x64.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/concurrent/pthread/.expect/bounded_buffer.x64.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,2 +1,2 @@
-producer total value is 44280
-consumer total value is 44280
+producer total value is 39780
+consumer total value is 39780
Index: tests/concurrent/pthread/.expect/bounded_buffer.x86.txt
===================================================================
--- tests/concurrent/pthread/.expect/bounded_buffer.x86.txt	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ tests/concurrent/pthread/.expect/bounded_buffer.x86.txt	(revision d800676cf9dcb4402f8b91c21cf9befd9330b2f0)
@@ -1,2 +1,2 @@
-producer total value is 45060
-consumer total value is 45060
+producer total value is 1770
+consumer total value is 1770
Index: sts/zombies/prolog.c
===================================================================
--- tests/zombies/prolog.c	(revision 1afd9ccb9da2e410d6a44ba8624d04df80915ada)
+++ 	(revision )
@@ -1,50 +1,0 @@
-//
-// Cforall Version 1.0.0 Copyright (C) 2015 University of Waterloo
-//
-// The contents of this file are covered under the licence agreement in the
-// file "LICENCE" distributed with Cforall.
-//
-// prolog.c --
-//
-// Author           : Richard C. Bilson
-// Created On       : Wed May 27 17:56:53 2015
-// Last Modified By : Peter A. Buhr
-// Last Modified On : Tue Dec 11 23:27:19 2018
-// Update Count     : 6
-//
-
-#include <fstream.hfa>
-
-void printResult( int x ) { sout | "int"; }
-void printResult( double x ) { sout | "double"; }
-void printResult( char * x ) { sout | "char*"; }
-
-void is_arithmetic( int x ) {}
-void is_arithmetic( double x ) {}
-
-void is_integer( int x ) {}
-
-trait ArithmeticType( T ) {
-	void is_arithmetic( T );
-};
-
-trait IntegralType( T | ArithmeticType( T ) ) {
-	void is_integer( T );
-};
-
-forall( T | IntegralType( T ) | { void printResult( T ); } )
-void hornclause( T param ) {
-	printResult( param );
-}
-
-int main() {
-	int x;
-	double x;
-	char * x;
-	hornclause( x );
-}
-
-// Local Variables: //
-// tab-width: 4 //
-// compile-command: "cfa prolog.c" //
-// End: //
