{"id":"https://openalex.org/W2062929140","doi":"https://doi.org/10.1109/hpcsim.2011.5999795","title":"HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges","display_name":"HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2062929140","doi":"https://doi.org/10.1109/hpcsim.2011.5999795","mag":"2062929140"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2011.5999795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"},"type":"preprint","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/A5001914825","display_name":"Tarek El\u2010Ghazawi","orcid":"https://orcid.org/0000-0001-9687-7939"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tarek El-Ghazawi","raw_affiliation_strings":["The George Washington University, Washington, D.C., USA","Department of Electrical and Computer Engineering [George Washington University]"],"affiliations":[{"raw_affiliation_string":"The George Washington University, Washington, D.C., USA","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering [George Washington University]","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105887714","display_name":"Fr\u00e9d\u00e9ric Pinel","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Pinel","raw_affiliation_strings":["University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107857046","display_name":"El\u2010Ghazali Talbi","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. G. Talbi","raw_affiliation_strings":["INRIA, France","Parallel Cooperative Multi-criteria Optimization"],"affiliations":[{"raw_affiliation_string":"INRIA, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Parallel Cooperative Multi-criteria Optimization","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033961191","display_name":"St\u00e9phane Vialle","orcid":"https://orcid.org/0000-0001-6336-2269"},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210089931","display_name":"Georgia Tech-CNRS Laboratory","ror":"https://ror.org/00avmbz91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1288283403","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I130701444","https://openalex.org/I4210089931","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210099593","display_name":"Computer Algorithms for Medicine","ror":"https://ror.org/00zky6d38","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210099593"]}],"countries":["AT","FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Vialle","raw_affiliation_strings":["SUPELEC - UMI 2958 GT - CNRS &amp; AlGorille INRIA Project Team, Metz, France","Algorithms for the Grid"],"affiliations":[{"raw_affiliation_string":"SUPELEC - UMI 2958 GT - CNRS &amp; AlGorille INRIA Project Team, Metz, France","institution_ids":["https://openalex.org/I102475099","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210089931"]},{"raw_affiliation_string":"Algorithms for the Grid","institution_ids":["https://openalex.org/I4210099593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058311932","display_name":"Pascal Bouvry","orcid":"https://orcid.org/0000-0001-9338-2834"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Pascal Bouvry","raw_affiliation_strings":["University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001914825"],"corresponding_institution_ids":["https://openalex.org/I193531525"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15184215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9837999939918518,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9743000268936157,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8524916172027588},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7896154522895813},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7560476064682007},{"id":"https://openalex.org/keywords/embarrassingly-parallel","display_name":"Embarrassingly parallel","score":0.7130393385887146},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.6377748847007751},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6155810952186584},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.5212893486022949},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.464387983083725},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.43068158626556396},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3998972475528717},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.2129771113395691},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2116793990135193},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.2085966169834137},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18057695031166077},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1719328761100769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8524916172027588},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7896154522895813},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7560476064682007},{"id":"https://openalex.org/C126909462","wikidata":"https://www.wikidata.org/wiki/Q5369501","display_name":"Embarrassingly parallel","level":3,"score":0.7130393385887146},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6377748847007751},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6155810952186584},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.5212893486022949},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.464387983083725},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.43068158626556396},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3998972475528717},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.2129771113395691},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2116793990135193},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.2085966169834137},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18057695031166077},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1719328761100769}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/hpcsim.2011.5999795","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999795","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00652824v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-00652824","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Conference on High Performance Computing and Simulation - HPCS 2011, Jul 2011, Istanbul, Turkey. pp.1-11, &#x27E8;10.1109/HPCSim.2011.5999795&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"GPUs":[0],"are":[1,113,129],"more":[2,4],"and":[3,18,23,49,78,98,118,167,170],"used":[5],"as":[6,21,25,27],"low":[7],"cost":[8],"high":[9],"performance":[10],"computing":[11,16],"platforms.":[12],"While":[13],"new":[14,29,94],"parallel":[15],"architectures":[17,99],"languages":[19],"such":[20],"OpenCL":[22],"CUDA,":[24],"well":[26],"some":[28],"libraries":[30],"ease":[31],"up":[32],"their":[33],"programming,":[34],"it":[35,50],"is":[36],"still":[37,114],"relatively":[38],"difficult":[39],"to":[40,111,136,146,156],"design":[41],"code":[42],"for":[43,141],"them":[44],"in":[45,59,88],"an":[46],"efficient":[47],"way":[48],"gives":[51],"us":[52],"a":[53,85,101],"taste":[54],"of":[55,69,76,96,103],"what":[56],"pioneers":[57],"experimented":[58],"the":[60,64,70,74,81,89,107,163,168],"50's":[61],"when":[62],"programming":[63],"first":[65],"computers.":[66],"Also":[67],"most":[68],"current":[71,164],"implementations":[72],"suppose":[73],"co-existence":[75],"CPUs":[77],"GPUs,":[79],"making":[80],"communication":[82],"between":[83],"those":[84],"real":[86],"bottleneck":[87],"proposed":[90],"architectures.":[91],"However,":[92],"while":[93],"generations":[95],"GPU":[97,117,125,150],"arise,":[100],"set":[102],"open":[104],"questions":[105],"that":[106],"Panel":[108,159],"will":[109,160],"attempt":[110],"address":[112],"pending:":[115],"\u2014":[116,123,133,138,149,152],"energy-efficiency:":[119],"friend":[120],"or":[121],"foe?":[122],"Can":[124],"accelerate":[126],"applications":[127],"which":[128],"not":[130],"\u2018embarrassingly\u2019":[131],"parallel?":[132],"Non-proprietary":[134],"alternatives":[135],"GPU?":[137,157],"Programming":[139],"support":[140],"GPU.":[142],"Are":[143],"we":[144],"limited":[145],"imperative":[147],"languages?":[148],"clusters?":[151],"Security":[153],"risks":[154],"related":[155],"The":[158],"also":[161],"discuss":[162],"state-of-the":[165],"art":[166],"opportunities":[169],"challenges":[171],"ahead.":[172]},"counts_by_year":[],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
