{"id":"https://openalex.org/W3094255200","doi":"https://doi.org/10.48550/arxiv.2010.09330","title":"Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation","display_name":"Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3094255200","doi":"https://doi.org/10.48550/arxiv.2010.09330","mag":"3094255200"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2010.09330","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.09330","pdf_url":"https://arxiv.org/pdf/2010.09330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.09330","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008240365","display_name":"Mohammad Sadrosadati","orcid":"https://orcid.org/0000-0002-4029-0175","observed_orcids":["https://orcid.org/0000-0002-4029-0175"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadrosadati, Mohammad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089878487","display_name":"Amirhossein Mirhosseini","orcid":"https://orcid.org/0000-0001-6501-6087","observed_orcids":["https://orcid.org/0000-0001-6501-6087"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mirhosseini, Amirhossein","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086840679","display_name":"Ali Hajiabadi","orcid":"https://orcid.org/0000-0002-3219-7544","observed_orcids":["https://orcid.org/0000-0002-3219-7544"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hajiabadi, Ali","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068378841","display_name":"Seyed Borna Ehsani","orcid":"https://orcid.org/0000-0001-9832-9397","observed_orcids":["https://orcid.org/0000-0001-9832-9397"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ehsani, Seyed Borna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019048190","display_name":"Hajar Falahati","orcid":"https://orcid.org/0000-0001-8375-3339","observed_orcids":["https://orcid.org/0000-0001-8375-3339"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Falahati, Hajar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040238844","display_name":"Hamid Sarbazi\u2010Azad","orcid":"https://orcid.org/0000-0003-4079-8603","observed_orcids":["https://orcid.org/0000-0003-4079-8603"]},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]},{"id":"https://openalex.org/I4210146419","display_name":"Institute for Research in Fundamental Sciences","ror":"https://ror.org/04xreqs31","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210146419"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sarbazi-Azad, Hamid","raw_affiliation_strings":["Sharif University of Technology and Institute for Research in Fundamental Sciences (IPM)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sharif University of Technology and Institute for Research in Fundamental Sciences (IPM)","institution_ids":["https://openalex.org/I133529467","https://openalex.org/I4210146419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089926912","display_name":"Mario Paulo Drumond","orcid":"https://orcid.org/0000-0002-1981-3525","observed_orcids":["https://orcid.org/0000-0002-1981-3525"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Drumond, Mario","raw_affiliation_strings":["CMU","EPFL BABAK FALSAFI , EPFL RACHATA AUSAVARUNGNIRUN ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CMU","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"EPFL BABAK FALSAFI , EPFL RACHATA AUSAVARUNGNIRUN ,","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057697787","display_name":"Babak Falsafi","orcid":"https://orcid.org/0000-0001-5916-8068","observed_orcids":["https://orcid.org/0000-0001-5916-8068"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Falsafi, Babak","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028280505","display_name":"Rachata Ausavarungnirun","orcid":"https://orcid.org/0000-0002-1459-0852","observed_orcids":["https://orcid.org/0000-0002-1459-0852"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ausavarungnirun, Rachata","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050695684","display_name":"Onur Mutlu","orcid":"https://orcid.org/0000-0002-0075-2312","observed_orcids":["https://orcid.org/0000-0002-0075-2312"]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Mutlu, Onur","raw_affiliation_strings":["CMU","ETH Z\u00fcrich and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CMU","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"ETH Z\u00fcrich and","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10363","display_name":"Low-power high-performance VLSI design","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.38600000739097595}],"concepts":[{"id":"https://openalex.org/C117280010","wikidata":"https://www.wikidata.org/wiki/Q180944","display_name":"Register file","level":3,"score":0.8851866722106934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8694977760314941},{"id":"https://openalex.org/C133588205","wikidata":"https://www.wikidata.org/wiki/Q28455645","display_name":"Instruction prefetch","level":3,"score":0.7107251882553101},{"id":"https://openalex.org/C2871975","wikidata":"https://www.wikidata.org/wiki/Q187466","display_name":"Processor register","level":4,"score":0.6658428907394409},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5982949733734131},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5418485403060913},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5129398703575134},{"id":"https://openalex.org/C128916667","wikidata":"https://www.wikidata.org/wiki/Q1343660","display_name":"Register allocation","level":3,"score":0.48620718717575073},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.4288256764411926},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4137149453163147},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.2851979434490204},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.25502538681030273},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20638063549995422},{"id":"https://openalex.org/C153247305","wikidata":"https://www.wikidata.org/wiki/Q835713","display_name":"Memory address","level":3,"score":0.0835438072681427},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2010.09330","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.09330","pdf_url":"https://arxiv.org/pdf/2010.09330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2010.09330","doi":"https://doi.org/10.48550/arxiv.2010.09330","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.09330","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.09330","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.09330","pdf_url":"https://arxiv.org/pdf/2010.09330","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320640","display_name":"Lloyd's Tercentenary Research Foundation","ror":"https://ror.org/00s2p4p10"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094255200.pdf","grobid_xml":"https://content.openalex.org/works/W3094255200.grobid-xml"},"referenced_works_count":183,"referenced_works":["https://openalex.org/W7485900","https://openalex.org/W56414646","https://openalex.org/W135304321","https://openalex.org/W850361703","https://openalex.org/W1491178396","https://openalex.org/W1498962072","https://openalex.org/W1564030633","https://openalex.org/W1599448578","https://openalex.org/W1883303451","https://openalex.org/W1936365067","https://openalex.org/W1968480751","https://openalex.org/W1976623675","https://openalex.org/W1978229152","https://openalex.org/W1979527452","https://openalex.org/W1980364632","https://openalex.org/W1981443800","https://openalex.org/W1981943579","https://openalex.org/W1983235612","https://openalex.org/W1984993578","https://openalex.org/W1985146454","https://openalex.org/W1985210871","https://openalex.org/W1985255904","https://openalex.org/W1991518265","https://openalex.org/W1991932143","https://openalex.org/W1993313731","https://openalex.org/W2001673453","https://openalex.org/W2003804316","https://openalex.org/W2009946006","https://openalex.org/W2010202670","https://openalex.org/W2013395246","https://openalex.org/W2014287990","https://openalex.org/W2016563136","https://openalex.org/W2018338013","https://openalex.org/W2019663069","https://openalex.org/W2022632182","https://openalex.org/W2022820501","https://openalex.org/W2026504675","https://openalex.org/W2028641375","https://openalex.org/W2028802049","https://openalex.org/W2029083842","https://openalex.org/W2030812654","https://openalex.org/W2033188264","https://openalex.org/W2035709574","https://openalex.org/W2038606794","https://openalex.org/W2047060659","https://openalex.org/W2048588974","https://openalex.org/W2048849600","https://openalex.org/W2051407019","https://openalex.org/W2053464325","https://openalex.org/W2057559162","https://openalex.org/W2058096868","https://openalex.org/W2059301531","https://openalex.org/W2063731364","https://openalex.org/W2065558271","https://openalex.org/W2065562952","https://openalex.org/W2066503894","https://openalex.org/W2066985990","https://openalex.org/W2067479799","https://openalex.org/W2078239989","https://openalex.org/W2080592089","https://openalex.org/W2080732703","https://openalex.org/W2082116297","https://openalex.org/W2084110734","https://openalex.org/W2084309410","https://openalex.org/W2085691004","https://openalex.org/W2088017390","https://openalex.org/W2089363288","https://openalex.org/W2090584832","https://openalex.org/W2093043622","https://openalex.org/W2093843662","https://openalex.org/W2095063920","https://openalex.org/W2095679548","https://openalex.org/W2096234108","https://openalex.org/W2096661534","https://openalex.org/W2099089002","https://openalex.org/W2099958604","https://openalex.org/W2102449048","https://openalex.org/W2104659803","https://openalex.org/W2105194472","https://openalex.org/W2106561538","https://openalex.org/W2108824541","https://openalex.org/W2109915751","https://openalex.org/W2111096793","https://openalex.org/W2111905231","https://openalex.org/W2112959014","https://openalex.org/W2113145722","https://openalex.org/W2115090038","https://openalex.org/W2115172404","https://openalex.org/W2116172862","https://openalex.org/W2118231264","https://openalex.org/W2118518065","https://openalex.org/W2120072148","https://openalex.org/W2120274141","https://openalex.org/W2121256363","https://openalex.org/W2122337686","https://openalex.org/W2123190870","https://openalex.org/W2123608323","https://openalex.org/W2123608497","https://openalex.org/W2125305952","https://openalex.org/W2125809770","https://openalex.org/W2126605567","https://openalex.org/W2128633261","https://openalex.org/W2129760904","https://openalex.org/W2130820665","https://openalex.org/W2131498141","https://openalex.org/W2135475228","https://openalex.org/W2135675903","https://openalex.org/W2136800915","https://openalex.org/W2137860371","https://openalex.org/W2137935742","https://openalex.org/W2140191557","https://openalex.org/W2143068308","https://openalex.org/W2143285027","https://openalex.org/W2144036270","https://openalex.org/W2144481293","https://openalex.org/W2146173591","https://openalex.org/W2146246439","https://openalex.org/W2147926533","https://openalex.org/W2148060071","https://openalex.org/W2148589677","https://openalex.org/W2150143212","https://openalex.org/W2150864656","https://openalex.org/W2152356827","https://openalex.org/W2152659795","https://openalex.org/W2153185479","https://openalex.org/W2153826642","https://openalex.org/W2154215118","https://openalex.org/W2155010932","https://openalex.org/W2158630919","https://openalex.org/W2165836188","https://openalex.org/W2166620913","https://openalex.org/W2167100385","https://openalex.org/W2168214303","https://openalex.org/W2168434784","https://openalex.org/W2168923722","https://openalex.org/W2168962644","https://openalex.org/W2169528027","https://openalex.org/W2169725869","https://openalex.org/W2185685775","https://openalex.org/W2203111322","https://openalex.org/W2232645663","https://openalex.org/W2237666531","https://openalex.org/W2237820244","https://openalex.org/W2238992335","https://openalex.org/W2240545574","https://openalex.org/W2325538041","https://openalex.org/W2329976284","https://openalex.org/W2340006107","https://openalex.org/W2464177207","https://openalex.org/W2513900365","https://openalex.org/W2536535850","https://openalex.org/W2555679444","https://openalex.org/W2577086096","https://openalex.org/W2612048219","https://openalex.org/W2613509467","https://openalex.org/W2748573297","https://openalex.org/W2756276247","https://openalex.org/W2763549657","https://openalex.org/W2793311175","https://openalex.org/W2795232275","https://openalex.org/W2796293975","https://openalex.org/W2883882491","https://openalex.org/W2884343737","https://openalex.org/W2895553128","https://openalex.org/W2904283553","https://openalex.org/W2904519778","https://openalex.org/W2914189350","https://openalex.org/W2930718998","https://openalex.org/W2931551785","https://openalex.org/W2933147490","https://openalex.org/W2934021599","https://openalex.org/W2951689436","https://openalex.org/W2979935562","https://openalex.org/W2999509507","https://openalex.org/W3100327344","https://openalex.org/W3138340923","https://openalex.org/W3143740944","https://openalex.org/W4236713805","https://openalex.org/W4240165677","https://openalex.org/W4241590855","https://openalex.org/W4243147462","https://openalex.org/W4254159549","https://openalex.org/W4254988766"],"related_works":["https://openalex.org/W3120481279","https://openalex.org/W4238862414","https://openalex.org/W2905475640","https://openalex.org/W4392303480","https://openalex.org/W2033631673","https://openalex.org/W2059301531","https://openalex.org/W2295701766","https://openalex.org/W7019071105","https://openalex.org/W2293405513","https://openalex.org/W2238992335"],"abstract_inverted_index":{"Graphics":[0],"Processing":[1],"Units":[2],"(GPUs)":[3],"employ":[4],"large":[5,36],"register":[6,18,44,49,59,68,79,130,145,150,154,180,199,207,222,238],"files":[7,19],"to":[8,28,46,72,93,115,141,152,202],"accommodate":[9],"all":[10],"active":[11],"threads":[12],"and":[13,35,166,250],"accelerate":[14],"context":[15],"switching.":[16],"Unfortunately,":[17,62],"are":[20],"a":[21,57,98,127,197],"scalability":[22],"bottleneck":[23],"for":[24,227],"future":[25],"GPUs":[26],"due":[27,71],"long":[29],"access":[30,69],"latency,":[31],"high":[32],"power":[33,51,104],"consumption,":[34],"silicon":[37],"area":[38],"provisioning.":[39],"Prior":[40],"work":[41],"proposes":[42],"hierarchical":[43,100],"file":[45,50,60,80,151,155,239],"reduce":[47,189,203],"the":[48,73,78,87,143,148,153,161,168,172,185,190,204,225,236],"consumption":[52,105],"by":[53,255],"caching":[54],"registers":[55,186],"in":[56,77,97],"smaller":[58],"cache.":[61,81],"this":[63,83],"approach":[64],"does":[65],"not":[66],"improve":[67],"latency":[70,96,170],"low":[74,95],"hit":[75],"rate":[76],"In":[82],"paper,":[84],"we":[85,195,234],"propose":[86],"Latency-Tolerant":[88],"Register":[89],"File":[90],"(LTRF)":[91],"architecture":[92],"achieve":[94],"two-level":[99],"structure":[101],"while":[102,183],"keeping":[103],"low.":[106],"We":[107,177],"observe":[108,178],"that":[109,179,214],"compile-time":[110,198],"interval":[111],"analysis":[112],"enables":[113,216],"us":[114],"divide":[116],"GPU":[117,221,253],"program":[118],"execution":[119,173],"into":[120],"intervals":[121],"with":[122,171,240],"an":[123,231],"accurate":[124],"estimate":[125],"of":[126,138,163,174,192,206],"warp's":[128],"aggregate":[129],"working-set":[131,146],"within":[132],"each":[133,164],"interval.":[134],"The":[135],"key":[136],"idea":[137],"LTRF":[139,215],"is":[140],"prefetch":[142,169],"estimated":[144],"from":[147],"main":[149,220,237],"cache":[156],"under":[157],"software":[158],"control,":[159],"at":[160],"beginning":[162],"interval,":[165],"overlap":[167],"other":[175],"warps.":[176],"bank":[181,208],"conflicts":[182],"prefetching":[184],"could":[187],"greatly":[188],"effectiveness":[191],"LTRF.":[193],"Therefore,":[194],"devise":[196],"renumbering":[200],"technique":[201],"likelihood":[205],"conflicts.":[209],"Our":[210],"experimental":[211],"results":[212],"show":[213],"high-capacity":[217],"yet":[218],"long-latency":[219],"files,":[223],"paving":[224],"way":[226],"various":[228],"optimizations.":[229],"As":[230],"example":[232],"optimization,":[233],"implement":[235],"emerging":[241],"high-density":[242],"high-latency":[243],"memory":[244],"technologies,":[245],"enabling":[246],"8X":[247],"larger":[248],"capacity":[249],"improving":[251],"overall":[252],"performance":[254],"34%.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2020-10-29T00:00:00"}
