From af3cc91ddf531e9eb73f3dac73b15ab317a3cbb2 Mon Sep 17 00:00:00 2001 From: Leandro Lucarella Date: Thu, 7 Oct 2010 22:20:09 -0300 Subject: [PATCH] =?utf8?q?Completar=20cap=C3=ADtulo=20de=20Soluci=C3=B3n?= =?utf8?q?=20adoptada?= MIME-Version: 1.0 Content-Type: text/plain; charset=utf8 Content-Transfer-Encoding: 8bit --- source/dgc.rst | 2 + source/links.rst | 2 + source/plots/mem-bh-1cpu.pdf | Bin 0 -> 6509 bytes source/plots/mem-bigarr-1cpu.pdf | Bin 0 -> 5866 bytes source/plots/mem-bigarr-4cpu.pdf | Bin 0 -> 5947 bytes source/plots/mem-bisort-1cpu.pdf | Bin 0 -> 5807 bytes source/plots/mem-conalloc-1cpu.pdf | Bin 0 -> 6316 bytes source/plots/mem-conalloc-4cpu.pdf | Bin 0 -> 6479 bytes source/plots/mem-concpu-1cpu.pdf | Bin 0 -> 6463 bytes source/plots/mem-concpu-4cpu.pdf | Bin 0 -> 6479 bytes source/plots/mem-dil-1cpu.pdf | Bin 0 -> 6017 bytes source/plots/mem-dil-4cpu.pdf | Bin 0 -> 6024 bytes source/plots/mem-em3d-1cpu.pdf | Bin 0 -> 6028 bytes source/plots/mem-mcore-1cpu.pdf | 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source/plots/time-split-1cpu.pdf create mode 100644 source/plots/time-tsp-1cpu.pdf create mode 100644 source/plots/time-voronoi-1cpu.pdf create mode 100644 source/plots/time-voronoi-4cpu.pdf diff --git a/source/dgc.rst b/source/dgc.rst index f0e68d6..804d554 100644 --- a/source/dgc.rst +++ b/source/dgc.rst @@ -1331,6 +1331,8 @@ a ningún destructor), para el usuario puede ser una garantía muy débil y proveer finalización asegurada puede ser muy deseable. +.. _dgc_committed: + Memoria *encomendada* ^^^^^^^^^^^^^^^^^^^^^ El algoritmo actual divide un *pool* en dos áreas: memoria *encomendada* diff --git a/source/links.rst b/source/links.rst index d4dbab3..2ebd05d 100644 --- a/source/links.rst +++ b/source/links.rst @@ -46,6 +46,8 @@ .. _`Software Libre`: http://www.gnu.org/philosophy/free-sw.es.html .. _`Learn to Tango with D`: http://www.dsource.org/projects/tango/wiki/LearnToTangoWithD .. _Linux: http://www.kernel.org/ +.. _Debian: http://www.debian.org/ +.. _GNU: http://www.gnu.org/ .. 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[GS85] L. Guibas and J. Stolfi. General Subdivisions and Voronoi Diagrams. ACM Trans. on Graphics Volumen 4, número 2, páginas 74-123. 1985. +.. [BLA06] Blackburn, Stephen M. and Garner, Robin and Hoffmann, Chris and + Khang, Asjad M. and McKinley, Kathryn S. and Bentzur, Rotem and Diwan, Amer + and Feinberg, Daniel and Frampton, Daniel and Guyer, Samuel Z. and Hirzel, + Martin and Hosking, Antony and Jump, Maria and Lee, Han and Moss, J. Eliot + B. and Moss, B. and Phansalkar, Aashish and Stefanovic, Darko and + VanDrunen, Thomas and von Dincklage, Daniel and Wiedermann, Ben. The DaCapo + benchmarks: java benchmarking development and analysis. OOPSLA '06: + Proceedings of the 21st annual ACM SIGPLAN conference on Object-oriented + programming systems, languages, and applications. ISBN 1-59593-348-4. + Páginas 169-190. 2006. + .. Libros: @@ -131,6 +142,22 @@ __ http://www.go-mono.com/meeting06/mono-sgen.pdf Labs / SGI. Obtenido en Junio de 2009. __ http://www.hpl.hp.com/personal/Hans_Boehm/gc/gcdescr.html +.. [LWN90311] Ingo Molnar. `flexible-mmap-2.6.7-D5`__. Linux Weekly News. + Junio 2004. +__ http://lwn.net/Articles/90311/ + +.. [LMTDGC] Leandro Lucarella. `Luca's Meaninless Thoughts, tag DGC`__. + 2008-2010. +__ http://llucax.com.ar/blog/blog/tag/dgc + +.. [DRT117] Sean Kelly. `D Concurrent GC`__. Lista de correo de Druntime. 15 + de septiembre de 2010. +__ http://lists.puremagic.com/pipermail/d-runtime/2010-September/000117.html + +.. [TT1997] Leandro Lucarella. `Integrate CDGC (D Concurrent Garbage + Collector)`__. Tango Issue Tracker. Octubre 2010. +__ http://www.dsource.org/projects/tango/ticket/1997 + .. Grupo de noticias digitalmars.D: .. ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -301,6 +328,10 @@ __ http://www.digitalmars.com/d/archives/digitalmars/D/announce/ANN_WeakObjectRe digitalmars.D.announce, 16 de marzo de 2009. `Mensaje número 15246`__. __ http://www.digitalmars.com/d/archives/digitalmars/D/announce/Blaze_2.0_15246.html +.. [NGA19235] Leandro Lucarella. D Concurrent GC. Grupo de noticias + digitalmars.D.announce, 9 de septiembre de 2010. `Mensaje número 19235`__. +__ http://www.digitalmars.com/d/archives/digitalmars/D/announce/D_Concurrent_GC_19235.html + .. Bugzilla .. ~~~~~~~~ diff --git a/source/solucion.rst b/source/solucion.rst index 9d82b89..32a94bd 100644 --- a/source/solucion.rst +++ b/source/solucion.rst @@ -38,6 +38,8 @@ se intenta abordar los demás problemas planteados siempre que sea posible hacerlo sin alejarse demasiado del objetivo principal. +.. _sol_bench: + Banco de pruebas ---------------------------------------------------------------------------- @@ -83,6 +85,8 @@ Por lo tanto el banco de pruebas que se conformó como una mezcla de estas tres grandes categorías. +.. _sol_bench_synth: + Pruebas sintetizadas ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -158,7 +162,7 @@ servicios del recolector en todos los hilos lanzados. El objetivo de estos programas es medir el impacto de las pausas del recolector. Se espera medir dos tipos de pausa principales, por un lado el -tiempo máximo de pausa total, que puede involucrar a más de un hilo y por otro +tiempo máximo de pausa real, que puede involucrar a más de un hilo y por otro el tiempo de *stop-the-world*, es decir, el tiempo en que los hilos son efectivamente pausados por el recolector para tomar una *foto* de la pila y registros para agregarlos al *root set*. @@ -412,6 +416,8 @@ El código fuente es el siguiente:: } +.. _sol_bench_small: + Programas pequeños ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -420,7 +426,7 @@ provienen del `Olden Benchmark`__ [CAR95]_. Estos programas fueron diseñados para probar el lenguaje de programación Olden__; un lenguaje diseñado para paralelizar programas automáticamente en arquitecturas con memoria distribuida. Son programas relativamente pequeños (entre 400 y 1000 líneas de -código fuente cada uno) que realizan una tarea secuencial que aloca +código fuente cada uno) que realizan una tarea secuencial que asigna estructuras de datos dinámicamente. Las estructuras están usualmente organizadas como listas o árboles, y muy raramente como arreglos. Los programas pasan la mayor parte del tiempo alocando datos y el resto usando los @@ -431,16 +437,25 @@ __ http://www.irisa.fr/caps/people/truong/M2COct99/Benchmarks/Olden/Welcome.html __ http://www.martincarlisle.com/olden.html La traducción a D_ fue realizada por Leonardo Maffi y están basadas a su vez -en la traducción de este juego de pruebas a Java_, JOlden__ [CMK01]_. En -general (salvo para el programa ``voronoï``) está disponible el código fuente -portado a D_, Java_ y Python_, e incluso varias versiones con distintas +en la traducción de este juego de pruebas a Java_, JOlden__ [CMK01]_. En Java_ +no se recomienda utilizar este conjunto de pruebas para medir la eficiencia +del recolector de basura, dado que se han creado mejores pruebas para este +propósito, como DaCapo__ [BLA06]_, sin embargo, dada la falta de programas +disponibles en general, y de un conjunto de pruebas especialmente diseñado +para evaluar el recolector de basura en D_, se decide utilizarlas en este +trabajo de todos modos. Sin embargo sus resultados deben ser interpretados con +una pizca de sal por lo mencionado anteriormente. + +__ http://www-ali.cs.umass.edu/DaCapo/benchmarks.html +__ http://www.dacapobench.org/ + +En general (salvo para el programa ``voronoï``) está disponible el código +fuente portado a D_, Java_ y Python_, e incluso varias versiones con distintas optimizaciones para reducir el consumo de tiempo y memoria. Además provee comparaciones de tiempo entre todas ellas. Los programas utilizados en este banco de pruebas son la versión traducida más literalmente de Java_ a D_, ya que hace un uso más intensivo del recolector que las otras versiones. -__ http://www-ali.cs.umass.edu/DaCapo/benchmarks.html - A continuación se da una pequeña descripción de cada uno de los 5 programas traducidos y los enlaces en donde encontrar el código fuente (y las comparaciones de tiempos estar disponibles). @@ -500,6 +515,8 @@ plano euclídeo, utilizando el algoritmo descripto por Guibas & Stolfi [GS85]_. Código fuente disponible en: http://codepad.org/xGDCS3KO +.. _sol_bench_real: + Programas *reales* ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -546,6 +563,7 @@ ser útiles para encontrar problemas muy particulares, está es la que da una lectura más cercana a la realidad del uso de un recolector. +.. _sol_mod: Modificaciones propuestas ---------------------------------------------------------------------------- @@ -647,7 +665,7 @@ interpretado de la siguiente manera (en formato similar a :term:`BNF`): name: `namec` `namec`* value: `valuec`* namec: `valuec` - '=' - valuec: [0x01-0xFF] - ':' + valuec: [0x01-0xFF] - ':' Es decir, se compone de una lista de opciones separadas por **:**. Cada opción se especifica con un nombre, opcionalmente seguido por un valor (separados por @@ -760,8 +778,12 @@ valuables, ya que la legibilidad y simplicidad del código son un factor fundamental a la hora de ser mantenido o extendido), se hacen otras pequeñas mejoras, que se detallan a continuación. -Remoción de memoria encomendada -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Remoción de memoria *no-encomendada* +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Se elimina la distinción entre memoria *encomendada* y *no-encomendada* (ver +:ref:`dgc_committed`), pasando a estar *encomendada* toda la memoria +administrada por el recolector. + Si bien a nivel de eficiencia este cambio no tuvo impacto alguno (cuando en un principio se especuló con que podría dar alguna ganancia en este sentido), se elimina el concepto de memoria *encomendada* para quitar complejidad al @@ -770,13 +792,14 @@ código. Esta mejora no afecta a la corrección del algoritmo, ya que a nivel lógico el recolector solo ve la memoria *encomendada*. -Micro-optimizaciones -^^^^^^^^^^^^^^^^^^^^ -Si bien se realizan varias micro-optimizaciones, probablemente la más -relevante es la inclusión de un caché de tamaño de bloque para el método -``findSize()`` de un *pool*. Esto acelera considerablemente las operaciones -que necesitan pedir el tamaño de un bloque reiteradamente, por ejemplo, al -añadir nuevos elementos a un arreglo dinámico. +.. _sol_minor_findsize: + +Caché de ``Pool.findSize()`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Se crea un caché de tamaño de bloque para el método ``findSize()`` de un +*pool*. Esto acelera considerablemente las operaciones que necesitan pedir el +tamaño de un bloque reiteradamente, por ejemplo, al añadir nuevos elementos +a un arreglo dinámico. Esta mejora tampoco afecta a la corrección del algoritmo, ya que nuevamente no afecta su comportamiento a nivel lógico, solo cambia detalles en la @@ -1152,13 +1175,13 @@ como si fuera un puntero. :aspect: 55 :scale: 110 - /---- "bit de 'end1'" - | - | /---- "bit de 'middle'" - | | - | "bits de" | "bits de" /---- "bit de 'begin1'" - | "'ints'" | "'bytes'" | - |/------------\|/-------------\| + /---- "bit de 'end1'" -\ + | | "Significado" + | /---- "bit de 'middle'" | "de bits" + | | | "en la" + | "bits de" | "bits de" /---- "bit de 'begin1'" | "primera" + | "'ints'" | "'bytes'" | | "palabra" + |/------------\|/-------------\| -/ V| |V| |V +----------------------------------+ | 00000000000000000000000000100100 | "Tamaño en cantidad de palabras (36)" @@ -1172,16 +1195,16 @@ como si fuera un puntero. | 00000000000000000000000000001001 | | "su posición" +----------------------------------+ --/ | |AAAA - \--------------------------/|||| - "bits de relleno" |||| - |||| - "bit de 's'" |||| - | |||| - \---------------/||\---- "bit de 'begin2'" - || - /---------------/\---- "bit de 'i'" - | - "bit de 'u'" + \--------------------------/|||| -\ + "bits de relleno" |||| | + |||| | "Significado" + "bit de 's'" |||| | "de bits" + | |||| | "en la" + \---------------/||\---- "bit de 'begin2'" | "segunda" + || | "palabra" + /---------------/\---- "bit de 'i'" | + | | + "bit de 'u'" -/ Si una implementación quisiera mover memoria (ver :ref:`gc_moving`), debería mantener inmóvil a cualquier objeto que sea apuntado por una palabra de estas @@ -1465,8 +1488,8 @@ concurrente a **todos** los hilos, incluyendo el hilo que la disparó. .. _sol_eager_alloc: -Creación ansiosa de *pools* -^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Creación ansiosa de *pools* (*eager allocation*) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Esta mejora, que puede ser controlada a través de la opción ``eager_alloc`` (ver :ref:`sol_config_spec`), consiste en crear un nuevo *pool* cuando un pedido de memoria no puede ser satisfecho, justo después de lanzar la @@ -1678,8 +1701,8 @@ liberación de algunas celdas *muertas* por algún tiempo). .. _sol_early_collect: -Recolección temprana -^^^^^^^^^^^^^^^^^^^^ +Recolección temprana (*early collection*) +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Esta mejora, que puede ser controlada a través de la opción ``early_collect`` (ver :ref:`sol_config_spec`), consiste en lanzar una recolección preventiva, antes de que una petición de memoria falle. El momento en que se lanza la @@ -1755,8 +1778,1565 @@ sigue siendo correcto con los cuidados pertinentes. Resultados ---------------------------------------------------------------------------- -TODO +Los resultados de las modificación propuestas en la sección anterior (ver +:ref:`sol_mod`) se evalúan utilizando el conjunto de pruebas mencionado en la +sección :ref:`sol_bench`). + +En esta sección se describe la forma en la que el conjunto de pruebas es +utilizado, la forma en la que se ejecutan los programas para recolectar dichos +resultados y las métricas principales utilizadas para analizarlos. + +A fines prácticos, y haciendo alusión al nombre utilizado por Tango_, en esta +sección se utiliza el nombre **TBGC** (acrónimo para el nombre en inglés +*Tango Basic Garbage Collector*) para hacer referencia al recolector original +provisto por Tango_ 0.99.9 (que, recordamos, es el punto de partida de este +trabajo). Por otro lado, y destacando la principal modificación propuesta por +este trabajo, haremos referencia al recolector resultante de éste utilizando +el nombre **CDGC** (acrónimo para el nombre en inglés *Concurrent D Garbage +Collector*). + + +Ejecución del conjunto de pruebas +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Dado el indeterminismo inherente a los sistemas operativos de tiempo +compartido modernos, se hace un particular esfuerzo por obtener resultados lo +más estable posible. + +Hardware y software utilizado +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Para realizar las pruebas se utiliza el siguiente hardware: + +* Procesador Intel(R) Core(TM)2 Quad CPU Q8400 @ 2.66GHz. +* 2GiB de memoria RAM. + +El entorno de software es el siguiente: + +* Sistema operativo Debian_ Sid (para arquitectura *amd64*). +* Linux_ 2.6.35.7. +* DMD_ 1.063 modificado para proveer información de tipos al recolector (ver + :ref:`sol_precise`). +* *Runtime* Tango_ 0.99.9 modificado para utilizar la información de tipos + provista por el compilador modificado. +* GCC_ 4.4.5. +* Embedded GNU_ C Library 2.11.2. + +Si bien el sistema operativo utiliza arquitectura *amd64*, dado que DMD_ +todavía no soporta 64 bits, se compila y corren los programas de D_ en 32 +bits. + +Opciones del compilador +^^^^^^^^^^^^^^^^^^^^^^^ +Los programas del conjunto de pruebas se compilan utilizando las siguientes +opciones del compilador DMD_: + +``-O`` + Aplica optimizaciones generales. + +``-inline`` + Aplica la optimización de expansión de funciones. Consiste en sustituir la + llamada a función por el cuerpo de la función (en general solo para + funciones pequeñas). + +``-release`` + No genera el código para verificar pre y post-condiciones, invariantes de + representación, operaciones fuera de los límites de un arreglo y + *assert*\ 's en general (ver :ref:`d_dbc`). + +Parámetros de los programas +^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Los programas de prueba se ejecutan siempre con los mismos parámetros (a menos +que se especifique lo contrario), que se detallan a continuación. + +.. highlight:: none + +``conalloc`` + ``40 4 bible.txt`` + + Procesa 40 veces un archivo de texto plano (de 4MiB de tamaño) [#solbible]_ + utilizando 4 hilos (más el principal). + +``concpu`` + ``40 4 bible.txt`` + + Procesa 40 veces un archivo de texto plano (de 4MiB de tamaño) [#solbible]_ + utilizando 4 hilos (más el principal). + +``split`` + ``bible.txt 2`` + + Procesa dos veces un archivo de texto plano (de 4MiB de tamaño) + [#solbible]_. + +``sbtree`` + ``16`` + + Construyen árboles con profundidad máxima 16. + +``bh`` + ``-b 4000`` + + Computa las interacciones gravitatorias entre 4.000 cuerpos. + +``bisort`` + ``-s 2097151`` + + Ordena alrededor de 2 millones de números (exactamente :math:`2^21 + = 2097151`). + +``em3d`` + ``-n 4000 -d 300 -i 74`` + + Realiza 74 iteraciones para modelar 4.000 nodos con grado 300. + +``tsp`` + ``-c 1000000`` + + Resuelve el problema del viajante a través de una heurística para un + millón de ciudades. + +``voronoi`` + ``-n 30000`` + + Se construye un diagrama con 30.000 nodos. + +``dil`` + ``ddoc $dst_dir -hl --kandil -version=Tango -version=TangoDoc + -version=Posix -version=linux $tango_files`` + + Genera la documentación de todo el código fuente de Tango_ 0.99.9, donde + ``$dst_dir`` es el directorio donde almacenar los archivos generados + y ``$tango_files`` es la lista de archivos fuente de Tango_. + +.. highlight:: d + +El resto de los programas se ejecutan sin parámetros (ver :ref:`sol_bench` +para una descripción detallada sobre cada uno). + +.. [#solbible] El archivo contiene la Biblia completa, la versión traducida al + inglés autorizada por el Rey Jaime o Jacobo (*Authorized King James + Version* en inglés). Obtenida de: http://download.o-bible.com:8080/kjv.gz + +Recolectores y configuraciones utilizadas +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +En general se presentan resultados para TBGC y varias configuraciones de CDGC, +de manera de poder tener una mejor noción de que mejoras y problemas puede +introducir cada una de las modificaciones más importantes. + +CDGC se utiliza con siguientes configuraciones: + +.. highlight:: none + +cons + En modo conservativo. Específicamente, utilizando el juego de opciones:: + + conservative=1:fork=0:early_collect=0:eager_alloc=0 + +prec + En modo preciso (ver :ref:`sol_precise`). Específicamente, utilizando el + juego de opciones:: + + conservative=0:fork=0:early_collect=0:eager_alloc=0 + +fork + En modo preciso activando el marcado concurrente (ver :ref:`sol_fork`). + Específicamente, utilizando el juego de opciones:: + + conservative=0:fork=1:early_collect=0:eager_alloc=0 + +ecol + En modo preciso activando el marcado concurrente con recolección temprana + (ver :ref:`sol_early_collect`). Específicamente, utilizando el juego de + opciones:: + + conservative=0:fork=1:early_collect=1:eager_alloc=0 + +eall + En modo preciso activando el marcado concurrente con creación ansiosa de + *pools* (ver :ref:`sol_eager_alloc`). Específicamente, utilizando el juego + de opciones:: + + conservative=0:fork=1:early_collect=0:eager_alloc=1 + +todo + En modo preciso activando el marcado concurrente con recolección temprana + y creación ansiosa de *pools*. Específicamente, utilizando el juego de + opciones:: + + conservative=0:fork=1:early_collect=1:eager_alloc=1 + +.. highlight:: d + +Métricas utilizadas +^^^^^^^^^^^^^^^^^^^ +Para analizar los resultados se utilizan varias métricas. Las más importantes +son: + +* Tiempo total de ejecución. +* Tiempo máximo de *stop-the-world*. +* Tiempo máximo de pausa real. +* Cantidad máxima de memoria utilizada. +* Cantidad total de recolecciones realizadas. + +El tiempo total de ejecución es una buena medida del **rendimiento** general +del recolector, mientras que la cantidad total de recolecciones realizadas +suele ser una buena medida de su **eficacia** [#soleficacia]_. + +Los tiempos máximos de pausa, *stop-the-world* y real, son una buena medida de +la **latencia** del recolector; el segundo siendo una medida más realista dado +que es raro que los demás hilos no utilicen servicios del recolector mientras +hay una recolección en curso. Esta medida es particularmente importante para +programas que necesiten algún nivel de ejecución en *tiempo-real*. + +En general el consumo de tiempo y espacio es un compromiso, cuando se consume +menos tiempo se necesita más espacio y viceversa. La cantidad máxima de +memoria utilizada nos da un parámetro de esta relación. + +.. [#soleficacia] Esto no es necesariamente cierto para recolectores con + particiones (ver :ref:`gc_part`) o incrementales (ver :ref:`gc_inc`), dado + que en ese caso podría realizar muchas recolecciones pero cada una muy + velozmente. + +Métodología de medición +^^^^^^^^^^^^^^^^^^^^^^^ +Para medir el tiempo total de ejecución se utiliza el comando +:manpage:`time(1)` con la especificación de formato ``%e``, siendo la medición +más realista porque incluye el tiempo de carga del ejecutable, inicialización +del *runtime* de D_ y del recolector. + +Todas las demás métricas se obtienen utilizando la salida generada por la +opción ``collect_stats_file`` (ver :ref:`sol_stats`), por lo que no pueden ser +medidos para TBGC. Sin embargo se espera que para esos casos los resultados no +sean muy distintos a CDGC utilizando la configuración **cons** (ver sección +anterior). + +Cabe destacar que las corridas para medir el tiempo total de ejecución no son +las mismas que al utilizar la opción ``collect_stats_file``; cuando se mide el +tiempo de ejecución no se utiliza esa opción porque impone un trabajo extra +importante y perturbaría demasiado la medición del tiempo. Sin embargo, los +tiempos medidos internamente al utilizar la opción ``collect_stats_file`` son +muy precisos, dado que se hace un particular esfuerzo para que no se haga un +trabajo extra mientras se está midiendo el tiempo. + +Al obtener el tiempo de *stop-the-world* se ignoran los apariciones del valor +``-1``, que indica que se solicitó una recolección pero que ya había otra en +curso, por lo que no se pausan los hilos realmente. Como tiempo de pausa real +(ver :ref:`sol_fork` para más detalles sobre la diferencia con el tiempo de +*stop-the-world*) se toma el valor del tiempo que llevó la asignación de +memoria que disparó la recolección. + +Para medir la cantidad de memoria máxima se calcula el valor máximo de la +sumatoria de: memoria usada, memoria libre, memoria desperdiciada y memoria +usada por el mismo recolector (es decir, el total de memoria pedida por el +programa al sistema operativo, aunque no toda este siendo utilizada por el +*mutator* realmente). + +Por último, la cantidad total de recolecciones realizadas se calcula contando +la cantidad de entradas del archivo generado por ``collect_stats_file``, +ignorando la cabecera y las filas cuyo valor de tiempo de *stop-the-world* es +``-1``, debido a que en ese caso no se disparó realmente una recolección dado +que ya había una en curso. + +Además, ciertas pruebas se corren variando la cantidad de procesadores +utilizados, para medir el impacto de la concurrencia en ambientes con un +procesador solo y con múltiples procesadores. Para esto se utiliza el comando +:manpage:`taskset`, que establece la *afinidad* de un proceso, *atándolo* +a correr en un cierto conjunto de procesadores. Si bien las pruebas se +realizan utilizando 1, 2, 3 y 4 procesadores, los resultados presentados en +general se limitan a 1 y 4 procesadores, ya que no se observan diferencias +sustanciales al utilizar 2 o 3 procesadores con respecto a usar 4 (solamente +se ven de forma más atenuadas las diferencias entre la utilización de +1 o 4 procesadores). Dado que de por sí ya son muchos los datos a procesar +y analizar, agregar más resultados que no aportan información valiosa termina +resultando contraproducente. + +En los casos donde se utilizan otro tipo de métricas para evaluar aspectos +particulares sobre alguna modificación se describe como se realiza la medición +donde se utiliza la métrica especial. + +Variabilidad de los resultados entre ejecuciones +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Es de esperarse que haya una cierta variación en los resultados entre +corridas, dada la indeterminación inherente a los sistemas operativos de +tiempo compartido, que compiten por los recursos de la computadora. + +Para minimizar esta variación se utilizan varias herramientas. En primer +lugar, se corren las pruebas estableciendo máxima prioridad (-19 en Linux_) al +proceso utilizando el comando :manpage:`nice(1)`. La variación en la +frecuencia del reloj los procesadores (para ahorrar energía) puede ser otra +fuente de variación, por lo que se usa el comando :manpage:`cpufreq-set(1)` +para establecer la máxima frecuencia disponible de manera fija. + +Sin embargo, a pesar de tomar estas precauciones, se sigue observando una +amplia variabilidad entre corridas. Además se observa una variación más +importante de la esperada no solo en el tiempo, también en el consumo de +memoria, lo que es más extraño. Esta variación se debe principalmente a que +Linux_ asigna el espacio de direcciones a los procesos con una componente +azarosa (por razones de seguridad). Además, por omisión, la llamada al sistema +:manpage:`mmap(2)` asigna direcciones de memoria altas primero, entregando +direcciones más bajas en llamadas subsiguientes [LWN90311]_. + +El comando :manpage:`setarch(8)` sirve para controlar éste y otros aspectos de +Linux_. La opción ``-L`` hace que se utilice un esquema de asignación de +direcciones antiguo, que no tiene una componente aleatoria y asigna primero +direcciones bajas. La opción ``-R`` solamente desactiva la componente azarosa +al momento de asignar direcciones. + +.. ftable:: t:sol-setarch + + Variación entre corridas para TBGC. + + Variación entre corridas para TBGC. La medición está efectuada utilizando + los valores máximo, mínimo y media estadística de 20 corridas, utilizando + la siguiente métrica: :math:`\frac{max - min}{\mu}`. La medida podría + realizarse utilizando el desvío estándar en vez de la amplitud máxima, pero + en este cuadro se quiere ilustrar la variación máxima, no la típica. + + .. subtable:: + + Del tiempo total de ejecución. + + ======== ======== ======== ======== + Programa Normal ``-R`` ``-L`` + ======== ======== ======== ======== + bh 0.185 0.004 0.020 + bigarr 0.012 0.002 0.016 + bisort 0.006 0.003 0.006 + conalloc 0.004 0.004 0.004 + concpu 0.272 0.291 0.256 + dil 0.198 0.128 0.199 + em3d 0.006 0.033 0.029 + mcore 0.009 0.009 0.014 + rnddata 0.015 0.002 0.011 + sbtree 0.012 0.002 0.012 + split 0.025 0.000 0.004 + tsp 0.071 0.068 0.703 + voronoi 0.886 0.003 0.006 + ======== ======== ======== ======== + + .. subtable:: + + Del consumo máximo de memoria. + + ======== ======== ======== ======== + Programa Normal ``-R`` ``-L`` + ======== ======== ======== ======== + bh 0.001 0.000 0.001 + bigarr 0.001 0.000 0.001 + bisort 0.000 0.000 0.000 + conalloc 0.753 0.000 0.001 + concpu 0.002 0.000 0.001 + dil 0.055 0.028 0.013 + em3d 0.000 0.001 0.001 + mcore 0.447 0.482 0.460 + rnddata 0.000 0.000 0.000 + sbtree 0.000 0.000 0.000 + split 0.000 0.000 0.000 + tsp 0.000 0.001 0.000 + voronoi 0.001 0.000 0.000 + ======== ======== ======== ======== + +Ambas opciones, reducen notablemente la variación en los resultados (ver +cuadro :vref:`t:sol-setarch`). Esto probablemente se debe a la naturaleza +conservativa del recolector, dado que la probabilidad de tener *falsos +punteros* depende directamente de los valores de las direcciones de memoria, +aunque las pruebas en la que hay concurrencia involucrada, se siguen viendo +grandes variaciones, que probablemente estén vinculadas a problemas de +sincronización que se ven expuestos gracias al indeterminismo inherente a los +programas multi-hilo. + +Si bien se obtienen resultados más estables utilizando un esquema diferente al +utilizado por omisión, se decide no hacerlo dado que las mediciones serían +menos realistas. Los usuarios en general no usan esta opción y se presentaría +una visión más acotada sobre el comportamiento de los programas. Sin embargo, +para evaluar el este efecto en los resultados, siempre que sea posible se +analizan los resultados de un gran número de corridas observando +principalmente su mínima, media, máxima y desvío estándar. + +.. Tamaño del ejecutable (XXX: SEGUN LAS PRUEBAS NO FUCKING CAMBIA!!!) + El tamaño del ejecutable es un factor importante. Cuanto más grande es el + ejecutable, más parecieran variar los resultados. Por ejemplo se observa un + incremento de la estabilidad de los resultados al eliminar toda información + de depuración (*debug*) del ejecutable, utilizando el comando + :manpage:`strip(1)` (*stripped*). En el cuadro :vref:`t:sol-exesize-tbgc` + se puede ver la reducción del tamaño del ejecutable para TBGC cuando se + elimina la información de depuración (4.25 veces más chico en promedio), + mientas que en el cuadro :vref:`t:sol-exesize-cdgc` se puede ver CDGC (4.6 + veces más chico en promedio). + .. ftable:: t:sol-exesize-tbgc + Reducción del tamaño del ejecutable para TBGC. + ======== ======== ======== ============== + Nombre Debug Stripped Debug/Stripped + ======== ======== ======== ============== + bh 586517 138060 4.248 + bigarr 547687 192004 2.852 + bisort 485857 115164 4.219 + conalloc 616613 149848 4.115 + concpu 616575 149848 4.115 + dil 7293277 1859208 3.923 + em3d 505019 116324 4.341 + mcore 461767 105748 4.367 + rnddata 2832935 1492588 1.898 + sbtree 526402 129860 4.054 + split 589353 144308 4.084 + tree 462009 105844 4.365 + tsp 544901 128412 4.243 + voronoi 601259 141112 4.261 + ======== ======== ======== ============== + .. ftable:: t:sol-exesize-cdgc + Reducción del tamaño del ejecutable para CDGC. + ======== ======== ======== =============== + Nombre Debug Stripped Debug/Stripped + ======== ======== ======== =============== + bh 736115 159884 4.604 + bigarr 697406 213832 3.261 + bisort 635537 136988 4.639 + conalloc 766328 171676 4.464 + concpu 766294 171676 4.464 + dil 7442657 1881028 3.957 + em3d 658827 142248 4.632 + mcore 611486 127576 4.793 + rnddata 2986736 1518512 1.967 + sbtree 680217 155784 4.366 + split 739072 166136 4.449 + tree 611728 127672 4.791 + tsp 694581 150236 4.623 + voronoi 750847 162936 4.608 + ======== ======== ======== =============== + TODO: Mostrar tiempos de corridas. + + +.. Resultados generales + ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +.. Primero se presenta una visión global de los resultados, utilizando las + métricas más importantes. Para generar los gráficos se utilizan los valores + máximos (en blanco), mínimos (en negro), media y desvío estándar (en gris) + calculados en base a, como mínimo, 20 corridas (para algunos casos se hacen + hasta 50 corridas). + + +Resultados para pruebas sintizadas +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +A continuación se presentan los resultados obtenidos para las pruebas +sintetizadas (ver :ref:`sol_bench_synth`). Se recuerda que este conjunto de +resultados es útil para analizar ciertos aspectos puntuales de las +modificaciones propuestas, pero en general distan mucho de como se comporta un +programa real, por lo que los resultados deben ser analizados teniendo esto +presente. + +``bigarr`` +^^^^^^^^^^ +.. fig:: fig:sol-bigarr-1cpu + + Resultados para ``bigarr`` (utilizando 1 procesador). + + Resultados para ``bigarr`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-bigarr-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-bigarr-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-bigarr-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-bigarr-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-bigarr-1cpu.pdf + +.. fig:: fig:sol-bigarr-4cpu + + Resultados para ``bigarr`` (utilizando 4 procesadores). + + Resultados para ``bigarr`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-bigarr-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-bigarr-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-bigarr-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-bigarr-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-bigarr-4cpu.pdf + +En la figura :vref:`fig:sol-bigarr-1cpu` se pueden observar los resultados +para ``bigarr`` al utilizar un solo procesador. En ella se puede notar que el +tiempo total de ejecución en general aumenta al utilizar CDGC, esto es +esperable, dado esta prueba se limitan a usar servicios del recolector. Dado +que esta ejecución utiliza solo un procesador y por lo tanto no se puede sacar +provecho a la concurrencia, es de esperarse que el trabajo extra realizado por +las modificaciones se vea reflejado en los resultados. En la +:vref:`fig:sol-bigarr-4cpu` (resultados al utilizar 4 procesadores) se puede +observar como al usar solamente *eager allocation* se recupera un poco el +tiempo de ejecución, probablemente debido al incremento en la concurrencia +(aunque no se observa el mismo efecto al usar *early collection*). + +Observando el tiempo total de ejecución, no se esperaba un incremento tan +notorio al pasar de TBGC a una configuración equivalente de CDGC **cons**, +haciendo un breve análisis de las posibles causas, lo más probable parece ser +el incremento en la complejidad de la fase de marcado dada capacidad para +marcar de forma precisa (aunque no se use la opción, se paga el precio de la +complejidad extra y sin obtener los beneficios). Además se puede observar +como el agregado de precisión al marcado mejora un poco las cosas (donde sí se +obtiene rédito de la complejidad extra en el marcado). + +En general se observa que al usar *eager allocation* el consumo de memoria +y los tiempos de pausa se disparan mientras que la cantidad de recolecciones +disminuye drásticamente. Lo que se observa es que el programa es +más veloz pidiendo memoria que recolectándola, por lo que crece mucho el +consumo de memoria. Como consecuencia la fase de barrido (que no corre en +paralelo al *mutator* como la fase de marcado) empieza a ser predominante en +el tiempo de pausa por ser tan grande la cantidad de memoria a barrer. Este +efecto se ve tanto al usar 1 como 4 procesadores, aunque el efecto es mucho +más nocivo al usar 1 debido a la alta variabilidad que impone la competencia +entre el *mutator* y recolector al correr de forma concurrente. + +Sin embargo, el tiempo de *stop-the-world* es siempre considerablemente más +pequeño al utilizar marcado concurrente en CDGC, incluso cuando se utiliza +*eager allocation*, aunque en este caso aumenta un poco, también debido al +incremento en el consumo de memoria, ya que el sistema operativo tiene que +copiar tablas de memoria más grandes al efectuar el *fork* (ver +:ref:`sol_fork`). + +``concpu`` +^^^^^^^^^^ +.. fig:: fig:sol-concpu-1cpu + + Resultados para ``concpu`` (utilizando 1 procesador). + + Resultados para ``concpu`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-concpu-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-concpu-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-concpu-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-concpu-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-concpu-1cpu.pdf + +.. fig:: fig:sol-concpu-4cpu + + Resultados para ``concpu`` (utilizando 4 procesadores). + + Resultados para ``concpu`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-concpu-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-concpu-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-concpu-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-concpu-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-concpu-4cpu.pdf + +En la figura :vref:`fig:sol-concpu-1cpu` se pueden observar los resultados +para ``concpu`` al utilizar un solo procesador. En ella se aprecia que el +tiempo total de ejecución disminuye levemente al usar marcado concurrente +mientras no se utilice *eager allocation* pero aumenta al utilizarlo. + +Con respecto a la cantidad de recolecciones, uso máximo de memoria y tiempo de +*stop-the-world* se ve un efecto similar al descripto para ``bigarr`` (aunque +magnificado), pero sorprendentemente el tiempo total de pausa se dispara, +además con una variabilidad sorprendente, cuando se usa marcado concurrente +(pero no *eager allocation*). Una posible explicación podría ser que al +realizarse el *fork*, el sistema operativo muy probablemente entregue el +control del único procesador disponible al resto de los hilos que compiten por +él, por lo que queda mucho tiempo pausado en esa operación aunque realmente no +esté haciendo trabajo alguno (simplemente no tiene tiempo de procesador para +correr). Este efecto se cancela al usar *eager allocation* dado que el +*mutator* nunca se bloquea esperando que el proceso de marcado finalice. + +Además se observa una caída importante en la cantidad de recolecciones al +utilizar marcado concurrente. Esto probablemente se deba a que solo un hilo +pide memoria (y por lo tanto dispara recolecciones), mientras los demás hilos +también estén corriendo. Al pausarse todos los hilos por menos tiempo, el +trabajo se hace más rápido (lo que explica la disminución del tiempo total de +ejecución) y son necesarias menos recolecciones, por terminar más rápido +también el hilo que las dispara. + +En la :vref:`fig:sol-concpu-4cpu` se pueden ver los resultados al utilizar +4 procesadores, donde el panorama cambia sustancialmente. El efecto mencionado +en el párrafo anterior no se observa más (pues el sistema operativo tiene más +procesadores para asignar a los hilos) pero todos los resultados se vuelven +más variables. Los tiempos de *stop-the-world* y pausa real (salvo por lo +recién mencionado) crecen notablemente, al igual que su variación. No se +encuentra una razón evidente para esto; podría ser un error en la medición +dado que al utilizar todos los procesadores disponibles del *hardware*, +cualquier otro proceso que compita por tiempo de procesador puede afectarla +más fácilmente. + +El tiempo total de ejecución crece considerablemente, como se espera, dado que +el programa aprovecha los múltiples hilos que pueden correr en paralelo en +procesadores diferentes. + +Sin embargo, no se encuentra una razón clara para explicar el crecimiento +dramático en la cantidad de recolecciones solo al no usar marcado concurrente +para 4 procesadores. + +``conalloc`` +^^^^^^^^^^^^ +.. fig:: fig:sol-conalloc-1cpu + + Resultados para ``conalloc`` (utilizando 1 procesador). + + Resultados para ``conalloc`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-conalloc-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-conalloc-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-conalloc-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-conalloc-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-conalloc-1cpu.pdf + +.. fig:: fig:sol-conalloc-4cpu + + Resultados para ``conalloc`` (utilizando 4 procesadores). + + Resultados para ``conalloc`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-conalloc-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-conalloc-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-conalloc-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-conalloc-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-conalloc-4cpu.pdf + +En la figura :vref:`fig:sol-conalloc-1cpu` se pueden observar los resultados +para ``conalloc`` al utilizar un solo procesador. Los cambios con respecto +a lo observado para ``concpu`` son mínimos. El efecto de la mejoría al usar +marcado concurrente pero no *eager allocation* no se observa más, dado que +``conalloc`` pide memoria en todos los hilos, se crea un cuello de botella. Se +ve claramente como tampoco baja la cantidad de recolecciones hecha debido +a esto y se invierte la variabilidad entre los tiempos pico de pausa real +y *stop-the-world* (sin una razón obvia, pero probablemente relacionado que +todos los hilos piden memoria). + +Al utilizar 4 procesadores (figura :vref:`fig:sol-conalloc-4cpu`), más allá de +las diferencias mencionadas para 1 procesador, no se observan grandes cambios +con respecto a lo observado para ``concpu``, excepto que los tiempos de pausa +(real y *stop-the-world*) son notablemente más pequeños, lo que pareciera +confirmar un error en la medición de ``concpu``. + +``split`` +^^^^^^^^^ +.. fig:: fig:sol-split-1cpu + + Resultados para ``split`` (utilizando 1 procesador). + + Resultados para ``split`` (utilizando 1 procesador). Se presenta el mínimos + (en negro), la media centrada entre dos desvíos estándar (en gris), y el + máximo (en blanco) calculados sobre 50 corridas (para tiempo de ejecución) + o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-split-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-split-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-split-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-split-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-split-1cpu.pdf + +Este es el primer caso donde se aprecia la sustancial mejora proporcionada por +una pequeña optimización, el caché de ``findSize()`` (ver +:ref:`sol_minor_findsize`). En la figura :vref:`fig:sol-split-1cpu` se puede +observar con claridad como, para cualquier configuración de CDGC, hay una +caída notable en el tiempo total de ejecución. Sin embargo, a excepción de +cuando se utiliza *eager allocation*, la cantidad de recolecciones y memoria +usada permanece igual. + +La utilización de *eager allocation* mejora (aunque de forma apenas +apreciable) el tiempo de ejecución, la cantidad de recolecciones baja a un +tercio y el tiempo de pausa real cae dramáticamente. Al usar marcado +concurrente ya se observa una caída determinante en el tiempo de +*stop-the-world*. Todo esto sin verse afectado el uso máximo de memoria, +incluso al usar *eager allocation*. + +Se omiten los resultados para más de un procesador por ser prácticamente +idénticos para este análisis. + +``mcore`` +^^^^^^^^^ +.. fig:: fig:sol-mcore-1cpu + + Resultados para ``mcore`` (utilizando 1 procesador). + + Resultados para ``mcore`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-mcore-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-mcore-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-mcore-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-mcore-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-mcore-1cpu.pdf + +.. fig:: fig:sol-mcore-4cpu + + Resultados para ``mcore`` (utilizando 4 procesadores). + + Resultados para ``mcore`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-mcore-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-mcore-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-mcore-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-mcore-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-mcore-4cpu.pdf + +El caso de ``mcore`` es interesante por ser, funcionalmente, una combinación +entre ``concpu`` y ``split``, con un agregado extra: el incremento notable de +la competencia por utilizar el recolector entre los múltiples hilos. + +Los efectos observados (en la figura :vref:`fig:sol-mcore-1cpu` para +1 procesador y en la figura :vref:`fig:sol-mcore-4cpu` para 4) confirman esto, +al ser una suma de los efectos observados para ``concpu`` y ``split``, con el +agregado de una particularidad extra por la mencionada competencia entre +hilos. A diferencia de ``concpu`` donde el incremento de procesadores resulta +en un decremento en el tiempo total de ejecución, en este caso resulta en una +disminución, dado que se necesita mucha sincronización entre hilos, por +utilizar todos de forma intensiva los servicios del recolector (y por lo tanto +competir por su *lock* global). + +Otro efecto común observado es que cuando el tiempo de pausa es muy pequeño +(del orden de los milisegundos), el marcado concurrente suele incrementarlo en +vez de disminuirlo. + +``rnddata`` +^^^^^^^^^^^ +.. fig:: fig:sol-rnddata-1cpu + + Resultados para ``rnddata`` (utilizando 1 procesador). + + Resultados para ``rnddata`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-rnddata-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-rnddata-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-rnddata-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-rnddata-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-rnddata-1cpu.pdf + +En la figura :vref:`fig:sol-rnddata-1cpu` se presentan los resultados para +``rnddata`` utilizando 1 procesador. Una vez más estamos ante un caso en el +cual se observa claramente la mejoría gracias a una modificación en particular +principalmente. En esta caso es el marcado preciso. Se puede ver claramente +como mejora el tiempo de total de ejecución a algo más que la mitad (en +promedio, aunque se observa una anomalía donde el tiempo baja hasta más de +3 veces). Sin embargo, a menos que se utilice *eager allocation* o *early +collection* (que en este caso prueba ser muy efectivo), la cantidad de +recolecciones aumenta considerablemente. + +La explicación puede ser hallada en el consumo de memoria, que baja unas +3 veces en promedio usando marcado preciso que además hace disminuir +drásticamente (unas 10 veces) el tiempo de pausa (real y *stop-the-world*). El +tiempo de *stop-the-world* disminuye unas 10 veces más al usar marcado +concurrente y el tiempo de pausa real al usar *eager allocation*, pero en este +caso el consumo de memoria aumenta también bastante (aunque no tanto como +disminuye el tiempo de pausa, por lo que puede ser un precio que valga la pena +pagar si se necesitan tiempos de pausa muy pequeños). + +El aumento en el variación de los tiempos de ejecución al usar marcado preciso +probablemente se debe a lo siguiente: con marcado conservativo, debe estar +sobreviviendo a las recolecciones el total de memoria pedida por el programa, +debido a falsos punteros (por eso no se observa prácticamente variación en el +tiempo de ejecución y memoria máxima consumida); al marcar con precisión +parcial, se logra disminuir mucho la cantidad de falsos punteros, pero el +*stack* y la memoria estática, se sigue marcado de forma conservativa, por lo +tanto dependiendo de los valores (aleatorios) generados por la prueba, aumenta +o disminuye la cantidad de falsos punteros, variando así la cantidad de +memoria consumida y el tiempo de ejecución. + +No se muestran los resultados para más de un procesador por ser demasiado +similares a los obtenidos utilizando solo uno. + +``sbtree`` +^^^^^^^^^^ +Los resultados para ``sbtree`` son tan similares a los obtenidos con +``bigarr`` que directamente se omiten por completo, dado que no aportan ningún +tipo de información nueva. Por un lado es esperable, dado que ambas pruebas se +limitan prácticamente a pedir memoria, la única diferencia es que una pide +objetos grandes y otra objetos pequeños, pero esta diferencia parece no +afectar la forma en la que se comportan los cambios introducidos en este +trabajo. + + +Resultados para pruebas pequeñas +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +A continuación se presentan los resultados obtenidos para las pruebas pequeñas +(ver :ref:`sol_bench_small`). Se recuerda que si bien este conjunto de pruebas +se compone de programas reales, que efectúan una tarea útil, están diseñados +para ejercitar la asignación de memoria y que no son recomendados para evaluar +el desempeño de recolectores de basura. Sin embargo se las utiliza igual por +falta de programas más realistas, por lo que hay que tomarlas como un grado de +suspicacia. + +``bh`` +^^^^^^ +.. fig:: fig:sol-bh-1cpu + + Resultados para ``bh`` (utilizando 1 procesador). + + Resultados para ``bh`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-bh-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-bh-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-bh-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-bh-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-bh-1cpu.pdf + +En la figura :vref:`fig:sol-bh-1cpu` se pueden observar los resultados +para ``bh`` al utilizar un solo procesador. Ya en una prueba un poco más +realista se puede observar el efecto positivo del marcado preciso, en especial +en la cantidad de recolecciones efectuadas (aunque no se traduzca en un menor +consumo de memoria). + +Sin embargo se observa también un efecto nocivo del marcado preciso en el +consumo de memoria que intuitivamente debería disminuir, pero crece, y de +forma considerable (unas 3 veces en promedio). La razón de esta particularidad +es el incremento en el espacio necesario para almacenar objetos debido a que +el puntero a la información del tipo se guarda al final del bloque (ver +:ref:`sol_precise`). En el cuadro :vref:`t:sol-prec-mem-bh` se puede observar +la cantidad de memoria pedida por el programa, la cantidad de memoria +realmente asignada por el recolector (y la memoria desperdiciada) cuando se +usa marcado conservativo y preciso. Estos valores fueron tomados usando la +opción ``malloc_stats_file`` (ver :ref:`sol_stats`). + +.. ftable:: t:sol-prec-mem-bh + + Memoria pedida y asignada para ``bh`` según modo de marcado. + + Memoria pedida y asignada para ``bh`` según modo de marcado conservativo + o preciso (acumulativo durante toda la vida del programa). + + ============== ============== ============== ================= + Memoria Pedida (MiB) Asignada (MiB) Desperdicio (MiB) + ============== ============== ============== ================= + Conservativo 302.54 354.56 52.02 (15%) + Preciso 302.54 472.26 169.72 (36%) + ============== ============== ============== ================= + +Más allá de esto, los resultados son muy similares a los obtenidos para +pruebas sintetizadas que se limitan a ejercitar el recolector (como ``bigarr`` +y ``sbtree``), lo que habla de lo mucho que también lo hace este pequeño +programa. + +No se muestran los resultados para más de un procesador por ser extremadamente +similares a los obtenidos utilizando solo uno. + +``bisort`` +^^^^^^^^^^ +.. fig:: fig:sol-bisort-1cpu + + Resultados para ``bisort`` (utilizando 1 procesador). + + Resultados para ``bisort`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-bisort-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-bisort-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-bisort-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-bisort-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-bisort-1cpu.pdf + +La figura :vref:`fig:sol-bisort-1cpu` muestra los resultados para ``bisort`` +al utilizar 1 procesador. En este caso el parecido es con los resultados para +la prueba sintetizada ``split``, con la diferencia que el tiempo de ejecución +total prácticamente no varía entre TBGC y CDGC, ni entre las diferentes +configuraciones del último (evidentemente en este caso no se aprovecha el +caché de ``findSize()``). + +Otra diferencia notable es la considerable reducción del tiempo de pausa real +al utilizar *early collection* (más de 3 veces menor en promedio comparado +a cuando se marca conservativamente, y más de 2 veces menor que cuando se hace +de forma precisa), lo que indica que la predicción de cuando se va a necesitar +una recolección es más efectiva que para ``split``. + +No se muestran los resultados para más de un procesador por ser extremadamente +similares a los obtenidos utilizando solo uno. + +``em3d`` +^^^^^^^^ +.. fig:: fig:sol-em3d-1cpu + + Resultados para ``em3d`` (utilizando 1 procesador). + + Resultados para ``em3d`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-em3d-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-em3d-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-em3d-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-em3d-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-em3d-1cpu.pdf + +Los resultados para ``em3d`` (figura :vref:`fig:sol-em3d-1cpu`) son +sorprendentemente similares a los de ``bisort``. La única diferencia es que en +este caso el marcado preciso y el uso de *early collection** no parecen +ayudar; por el contrario, aumentan levemente el tiempo de pausa real. + +Una vez más no se muestran los resultados para más de un procesador por ser +extremadamente similares a los obtenidos utilizando solo uno. + +``tsp`` +^^^^^^^^ +.. fig:: fig:sol-tsp-1cpu + + Resultados para ``tsp`` (utilizando 1 procesador). + + Resultados para ``tsp`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-tsp-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-tsp-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-tsp-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-tsp-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-tsp-1cpu.pdf + +Los resultados para ``tsp`` (figura :vref:`fig:sol-tsp-1cpu`) son +prácticamente idénticos a los de ``bisort``. La única diferencia es que la +reducción del tiempo de pausa real es un poco menor. + +Esto confirma en cierta medida la poca utilidad de este juego de pruebas para +medir el rendimiento de un recolector, dado que evidentemente, si bien todas +resuelven problemas diferentes, realizan todas el mismo tipo de trabajo. + +Una vez más no se muestran los resultados para más de un procesador por ser +extremadamente similares a los obtenidos utilizando solo uno. + +``voronoi`` +^^^^^^^^^^^ +.. fig:: fig:sol-voronoi-1cpu + + Resultados para ``voronoi`` (utilizando 1 procesador). + + Resultados para ``voronoi`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-voronoi-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-voronoi-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-voronoi-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-voronoi-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-voronoi-1cpu.pdf + +.. fig:: fig:sol-voronoi-4cpu + + Resultados para ``voronoi`` (utilizando 4 procesadores). + + Resultados para ``voronoi`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-voronoi-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-voronoi-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-voronoi-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-voronoi-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-voronoi-4cpu.pdf + +En la figura :vref:`fig:sol-voronoi-1cpu` se presentan los resultados para +``voronoi``, probablemente la prueba más interesante de este conjunto de +pruebas pequeñas. + +Por un lado se puede observar una vez más como baja dramáticamente el tiempo +total de ejecución cuando se empieza a utilizar CDGC. Ya se ha visto que esto +es común en programas que se benefician del caché de ``findSize()``, pero en +este caso no parece provenir toda la ganancia solo de ese cambio, dado que +para TBGC se ve una variación entre los resultados muy grande que desaparece +al cambiar a CDGC, esto no puede ser explicado por esa optimización. En +general la disminución de la variación de los resultados hemos visto que está +asociada al incremento en la precisión en el marcado, dado que los falsos +punteros ponen una cuota de aleatoriedad importante. Pero este tampoco parece +ser el caso, ya que no se observan cambios apreciables al pasar a usar marcado +preciso. + +Lo que se observa en esta oportunidad es un caso patológico de un mal factor +de ocupación del *heap* (ver :ref:`sol_ocup`). Lo que muy probablemente está +sucediendo con TBGC es que luego de ejecutar una recolección, se libera muy +poco espacio, entonces luego de un par de asignaciones, es necesaria una nueva +recolección. En este caso es donde dificulta la tarea de analizar los +resultados la falta de métricas para TBGC, dado que no se pueden observar la +cantidad de recolecciones ni de consumo máximo de memoria. Sin embargo es +fácil corroborar esta teoría experimentalmente, gracias a la opción +``min_free``. Utilizando la ``min_free=0`` para emular el comportamiento de +TBGC (se recuerda que el valor por omisión es ``min_free=5``), se obtiene una +media de 4 segundos, mucho más parecida a lo obtenido para TBGC. + +Otra particularidad de esta prueba es que al utilizar *early collection* el +tiempo de pausa real aumenta notablemente al usar un procesador, mientras que +al usar 4 (ver figura :vref:`fig:sol-voronoi-4cpu` disminuye levemente (además +de otros cambios en el nivel de variación, pero en general las medias no +cambian). + + +Resultados para pruebas reales +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +A continuación se presentan los resultados obtenidos para las pruebas reales +(ver :ref:`sol_bench_real`). Recordamos que solo se pudo halla un programa que +pueda ser utilizado a este fin, Dil_, y que el objetivo principal de este +trabajo se centra alrededor de obtener resultados positivos para este +programa, por lo que a pesar de ser una única prueba, se le presta particular +atención. + +``dil`` +^^^^^^^ +.. fig:: fig:sol-dil-1cpu + + Resultados para ``dil`` (utilizando 1 procesador). + + Resultados para ``dil`` (utilizando 1 procesador). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-dil-1cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-dil-1cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-dil-1cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-dil-1cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-dil-1cpu.pdf + +.. fig:: fig:sol-dil-4cpu + + Resultados para ``dil`` (utilizando 4 procesadores). + + Resultados para ``dil`` (utilizando 4 procesadores). Se presenta el + mínimos (en negro), la media centrada entre dos desvíos estándar (en gris), + y el máximo (en blanco) calculados sobre 50 corridas (para tiempo de + ejecución) o 20 corridas (para el resto). + + .. subfig:: + + Tiempo de ejecución (seg) + + .. image:: plots/time-dil-4cpu.pdf + + .. subfig:: + + Cantidad de recolecciones + + .. image:: plots/ncol-dil-4cpu.pdf + + .. subfig:: + + Uso máximo de memoria (MiB) + + .. image:: plots/mem-dil-4cpu.pdf + + .. subfig:: + + *Stop-the-world* máximo (seg) + + .. image:: plots/stw-dil-4cpu.pdf + + .. subfig:: + + Pausa real máxima (seg) + + .. image:: plots/pause-dil-4cpu.pdf + +En la figura :vref:`fig:sol-dil-1cpu` se presentan los resultados para +``dil`` al utilizar un procesador. Una vez más vemos una mejoría inmediata del +tiempo total de ejecución al pasar de TBGC a CDGC, y una vez más se debe +principalmente al mal factor de ocupación del *heap* de TBGC, dado que +utilizando CDGC con la opción ``min_free=0`` se obtiene una media del orden de +los 80 segundos, bastante más alta que el tiempo obtenido para TBGC. + +Sin embargo se observa un pequeño incremento del tiempo de ejecución al +introducir marcado preciso, y un incremento bastante más importante (de +alrededor del 30%) en el consumo máximo de memoria. Nuevamente, como pasa con +la prueba ``bh``, el efecto es probablemente producto del incremento en el +espacio necesario para almacenar objetos debido a que el puntero a la +información del tipo se guarda al final del bloque (ver :ref:`sol_precise`). +En el cuadro :vref:`t:sol-prec-mem-dil` se puede observar la diferencia de +memoria desperdiciada entre el modo conservativo y preciso. + +El pequeño incremento en el tiempo total de ejecución podría estar dado por la +mayor probabilidad de tener *falsos punteros* debido al incremento del tamaño +del *heap*; se recuerda que el *stack* y memoria estática se siguen marcado de +forma conservativa, incluso en modo preciso. + +.. ftable:: t:sol-prec-mem-dil + + Memoria pedida y asignada para ``dil`` según modo de marcado. + + Memoria pedida y asignada para ``dil`` según modo de marcado conservativo + o preciso (acumulativo durante toda la vida del programa). + + ============== ============== ============== ================= + Memoria Pedida (MiB) Asignada (MiB) Desperdicio (MiB) + ============== ============== ============== ================= + Conservativo 307.48 399.94 92.46 (23%) + Preciso 307.48 460.24 152.76 (33%) + ============== ============== ============== ================= + +También se puede observar una gran disminución del tiempo total de ejecución +(cerca de un 60%, y más de un 200% comparado con TBGC) alrededor de la mitad) +al empezar a usar *eager allocation*, acompañado como es usual de una baja en +la cantidad de recolecciones realizadas (esta vez mayor, de más de 3 veces) +y de una caída drástica del tiempo de pausa real (alrededor de 40 veces más +pequeño); todo esto con un incremento marginal en el consumo total de memoria +(aproximadamente un 5%). En este caso el uso de *early collection* apenas +ayuda a bajar el tiempo de pausa real en un 20% en promedio aproximadamente. +El tiempo de *stop-the-world* cae dramáticamente al empezar a realizar la fase +de marcado de manera concurrente; es 200 veces más pequeño. + +Al utilizar 4 procesadores (ver figura :vref:`fig:sol-dil-4cpu`), hay algunos +pequeños cambios. El tiempo total de ejecución es reducido todavía más (un 20% +que cuando se usa 1 procesador) cuando se utiliza *eager allocation*. Además +al utilizar *early collection*, hay otra pequeña ganancia de alrededor del +10%, tanto para el tiempo total de ejecución como para el tiempo de pausa +real. + + +.. _sol_accept: + +Aceptación +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Los avances de este trabajo fueron comunicados regularmente a la comunidad de +D_ a través de un blog [LMTDGC]_ y del grupo de noticias de D_. Los +comentarios hechos sobre el primero son en general positivos y denotan una +buena recepción por parte de la comunidad a las modificaciones propuestas. + +Una vez agregado el marcado concurrente se hace un anuncio en el grupo de +noticias que también muestra buenos comentarios y aceptación, en particular +por parte de Sean Kelly, encargado de mantener el *runtime* de `D 2.0`_, que +comienza a trabajar en adaptar el recolector con idea de tal vez incluirlo en +el futuro [NGA19235]_. Poco después Sean Kelly publica una versión preliminar +de la adaptación en la lista de correos que coordina el desarrollo del +*runtime* de `D 2.0`_ [DRT117]_. + +También se ha mostrado interés de incluirlo en Tango_, aunque no se han ha +comenzado aún con la adaptación, pero debería ser trivial dado que este +trabajo se desarrolla usando Tango_ (y el recolector está basado en el de +Tango_) [TT1997]_. .. include:: links.rst -- 2.43.0