{"id":"https://openalex.org/W1973573211","doi":"https://doi.org/10.1145/2818950.2818979","title":"Anatomy of GPU Memory System for Multi-Application Execution","display_name":"Anatomy of GPU Memory System for Multi-Application Execution","publication_year":2015,"publication_date":"2015-10-05","ids":{"openalex":"https://openalex.org/W1973573211","doi":"https://doi.org/10.1145/2818950.2818979","mag":"1973573211"},"language":"en","primary_location":{"id":"doi:10.1145/2818950.2818979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818950.2818979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Symposium on Memory Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050350124","display_name":"Adwait Jog","orcid":"https://orcid.org/0000-0002-5525-7204"},"institutions":[{"id":"https://openalex.org/I16285277","display_name":"William & Mary","ror":"https://ror.org/03hsf0573","country_code":"US","type":"education","lineage":["https://openalex.org/I16285277"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adwait Jog","raw_affiliation_strings":["College of William and Mary","college of william and mary"],"affiliations":[{"raw_affiliation_string":"College of William and Mary","institution_ids":["https://openalex.org/I16285277"]},{"raw_affiliation_string":"college of william and mary","institution_ids":["https://openalex.org/I16285277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064126781","display_name":"Onur Kay\u0131ran","orcid":"https://orcid.org/0009-0006-4482-3115"},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Onur Kayiran","raw_affiliation_strings":["Advanced Micro Devices, Inc","[Advanced Micro Devices Inc.]"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices, Inc","institution_ids":["https://openalex.org/I1311921367"]},{"raw_affiliation_string":"[Advanced Micro Devices Inc.]","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090776634","display_name":"Tuba Kesten","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tuba Kesten","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112474431","display_name":"Ashutosh Pattnaik","orcid":"https://orcid.org/0000-0003-0367-5989"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashutosh Pattnaik","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034001619","display_name":"Evgeny Bolotin","orcid":null},"institutions":[{"id":"https://openalex.org/I1304085615","display_name":"Nvidia (United Kingdom)","ror":"https://ror.org/02kr42612","country_code":"GB","type":"company","lineage":["https://openalex.org/I1304085615","https://openalex.org/I4210127875"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Evgeny Bolotin","raw_affiliation_strings":["NVIDIA","Nvidia"],"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]},{"raw_affiliation_string":"Nvidia","institution_ids":["https://openalex.org/I1304085615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039009740","display_name":"Niladrish Chatterjee","orcid":null},"institutions":[{"id":"https://openalex.org/I1304085615","display_name":"Nvidia (United Kingdom)","ror":"https://ror.org/02kr42612","country_code":"GB","type":"company","lineage":["https://openalex.org/I1304085615","https://openalex.org/I4210127875"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niladrish Chatterjee","raw_affiliation_strings":["NVIDIA","Nvidia"],"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]},{"raw_affiliation_string":"Nvidia","institution_ids":["https://openalex.org/I1304085615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112796474","display_name":"Stephen W. Keckler","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen W. Keckler","raw_affiliation_strings":["NVIDIA and University of Texas at Austin","NVIDIA and University of Texas at Austin#TAB#"],"affiliations":[{"raw_affiliation_string":"NVIDIA and University of Texas at Austin","institution_ids":[]},{"raw_affiliation_string":"NVIDIA and University of Texas at Austin#TAB#","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007116603","display_name":"Mahmut Kandemir","orcid":"https://orcid.org/0000-0002-9940-9951"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmut T. Kandemir","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054027488","display_name":"Chita R. Das","orcid":"https://orcid.org/0000-0002-4746-7578"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chita R. Das","raw_affiliation_strings":["Pennsylvania State University"],"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5050350124"],"corresponding_institution_ids":["https://openalex.org/I16285277"],"apc_list":null,"apc_paid":null,"fwci":11.5411,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.98851468,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8862121105194092},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.580523669719696},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5050182938575745},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.48281964659690857},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4451356828212738},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4427233338356018},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4383094608783722},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.4379025995731354},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.41844046115875244},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.41266584396362305},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39486801624298096},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3227185606956482},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27683180570602417},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.210356205701828},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.17051205039024353},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12941166758537292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8862121105194092},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.580523669719696},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5050182938575745},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.48281964659690857},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4451356828212738},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4427233338356018},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4383094608783722},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.4379025995731354},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.41844046115875244},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.41266584396362305},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39486801624298096},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3227185606956482},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27683180570602417},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.210356205701828},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.17051205039024353},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12941166758537292},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2818950.2818979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818950.2818979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Symposium on Memory Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.736.744","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.736.744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.psu.edu/hpcl/docs/2015_MEMSYS_Adwait.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G469320943","display_name":null,"funder_award_id":"#1205618, #1213052, #1302225, #1302557, #1317560, #1320478, #1409095, #1439021, and #1439057.","funder_id":"https://openalex.org/F4320309085","funder_display_name":"Center for Selective C-H Functionalization, National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309085","display_name":"Center for Selective C-H Functionalization, National Science Foundation","ror":"https://ror.org/02h8v7m77"},{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1579491185","https://openalex.org/W1964316448","https://openalex.org/W1968047430","https://openalex.org/W1979527452","https://openalex.org/W1980136882","https://openalex.org/W1983235612","https://openalex.org/W1985747326","https://openalex.org/W1993488239","https://openalex.org/W2006197381","https://openalex.org/W2020572638","https://openalex.org/W2040501492","https://openalex.org/W2047060659","https://openalex.org/W2048441570","https://openalex.org/W2061179133","https://openalex.org/W2064344201","https://openalex.org/W2079248286","https://openalex.org/W2080592089","https://openalex.org/W2082371124","https://openalex.org/W2085434892","https://openalex.org/W2087985718","https://openalex.org/W2098040113","https://openalex.org/W2098274770","https://openalex.org/W2098505406","https://openalex.org/W2107333973","https://openalex.org/W2115172404","https://openalex.org/W2126118553","https://openalex.org/W2128315927","https://openalex.org/W2130604611","https://openalex.org/W2142119745","https://openalex.org/W2142444503","https://openalex.org/W2143773524","https://openalex.org/W2146451305","https://openalex.org/W2149234156","https://openalex.org/W2150851481","https://openalex.org/W2153882937","https://openalex.org/W2159908132","https://openalex.org/W2162293132","https://openalex.org/W2162838417","https://openalex.org/W2166263440","https://openalex.org/W2273440736","https://openalex.org/W3152438252","https://openalex.org/W4232168013","https://openalex.org/W4235295270","https://openalex.org/W4235870392","https://openalex.org/W4247136227","https://openalex.org/W4249082578","https://openalex.org/W4252940094"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"As":[0],"GPUs":[1,24,38,51],"make":[2],"headway":[3],"in":[4,23,37,52,107,160],"the":[5,47,71,87,94,101,113,121,165,169],"computing":[6],"landscape":[7],"spanning":[8],"mobile":[9],"platforms,":[10,16],"supercomputers,":[11],"cloud":[12],"and":[13,68,99,119,145,154,168],"virtual":[14],"desktop":[15],"supporting":[17],"concurrent":[18],"execution":[19,36],"of":[20,50,74,90,97,103,137],"multiple":[21,117,143],"applications":[22,98,118],"becomes":[25],"essential":[26],"for":[27,65,80,140],"unlocking":[28],"their":[29],"full":[30],"potential.":[31],"However,":[32],"unlike":[33],"CPUs,":[34],"multi-application":[35,56],"is":[39,82],"little":[40],"explored.":[41],"In":[42],"this":[43,109],"paper,":[44],"we":[45],"study":[46],"memory":[48,95,105,148],"system":[49],"a":[53,78],"concurrently":[54,141],"executing":[55,142],"environment.":[57],"We":[58,92,111,129],"first":[59],"present":[60],"an":[61,134],"analytical":[62,114],"performance":[63,81,127],"model":[64,115],"many-threaded":[66],"architectures":[67],"show":[69,146],"that":[70,147],"common":[72],"use":[73],"misses-per-kilo-instruction":[75],"(MPKI)":[76],"as":[77],"proxy":[79],"not":[83],"accurate":[84],"without":[85],"considering":[86],"bandwidth":[88,155],"usage":[89],"applications.":[91],"characterize":[93],"interference":[96],"discuss":[100],"limitations":[102],"existing":[104],"schedulers":[106],"mitigating":[108],"interference.":[110],"extend":[112],"to":[116,124,164],"identify":[120],"key":[122],"metrics":[123],"control":[125],"various":[126],"metrics.":[128],"conduct":[130],"extensive":[131],"simulations":[132],"using":[133],"enhanced":[135],"version":[136],"GPGPU-Sim":[138],"targeted":[139],"applications,":[144],"scheduling":[149],"decisions":[150],"based":[151],"on":[152],"MPKI":[153],"information":[156],"are":[157],"more":[158],"effective":[159],"enhancing":[161],"throughput":[162],"compared":[163],"traditional":[166],"FR-FCFS":[167,173],"recently":[170],"proposed":[171],"RR":[172],"policies.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
