乐胖代购免代理版

{"id":"https://openalex.org/W4392521853","doi":"https://doi.org/10.1145/3642921.3642923","title":"Design Space Exploration of HPC Systems with Random Forest-based Bayesian Optimization","display_name":"Design Space Exploration of HPC Systems with Random Forest-based Bayesian Optimization","publication_year":2024,"publication_date":"2024-01-18","ids":{"openalex":"https://openalex.org/W4392521853","doi":"https://doi.org/10.1145/3642921.3642923"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3642921.3642923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cea.hal.science/cea-04495272/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094084020","display_name":"Vincent Fu","orcid":"https://orcid.org/0009-0002-5058-7201"},"institutions":[{"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"funder","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"funder","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210159731","display_name":"Laboratoire de Recherche en Informatique de Paris 6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]},{"id":"https://openalex.org/I4210085861","display_name":"CEA LIST","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Fu","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France and Sorbonne Universit\u00e9, CNRS, LIP6, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France and Sorbonne Universit\u00e9, CNRS, LIP6, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210159731","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018872474","display_name":"Lilia Zaourar","orcid":"https://orcid.org/0000-0002-6660-4347"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"funder","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"CEA LIST","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lilia Zaourar","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045431962","display_name":"Alix Munier Kordon","orcid":"https://orcid.org/0000-0002-2170-6366"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"funder","lineage":["https://openalex.org/I39804081"]},{"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/I4210159731","display_name":"Laboratoire de Recherche en Informatique de Paris 6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alix Munier-Kordon","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, LIP6, France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, LIP6, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210159731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051508511","display_name":"Marc Duranton","orcid":"https://orcid.org/0000-0003-3762-264X"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"funder","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"CEA LIST","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Duranton","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CEA, List, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CEA, List, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210085861"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"15"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9999,"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":0.9999,"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":0.9994,"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":0.9989,"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/bayesian-optimization","display_name":"Bayesian Optimization","score":0.771034},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.4692155}],"concepts":[{"id":"https://openalex.org/C2778049539","wikidata":"https://www.wikidata.org/wiki/Q17002908","display_name":"Bayesian optimization","level":2,"score":0.771034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932564},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.547874},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5071018},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.48422408},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.4692155},{"id":"https://openalex.org/C104060986","wikidata":"https://www.wikidata.org/wiki/Q180046","display_name":"Space exploration","level":2,"score":0.42693305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3118291},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.13098693},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.109099686},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10113329},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.093438506}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3642921.3642923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04495272","pdf_url":"https://cea.hal.science/cea-04495272/document","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04495272","pdf_url":"https://cea.hal.science/cea-04495272/document","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W2078961060","https://openalex.org/W2111526171","https://openalex.org/W2113234488","https://openalex.org/W2125763038","https://openalex.org/W2148285706","https://openalex.org/W2163479900","https://openalex.org/W2170382128","https://openalex.org/W2296603398","https://openalex.org/W2947649671","https://openalex.org/W2976305354","https://openalex.org/W2987087830","https://openalex.org/W4200184061","https://openalex.org/W4249753629","https://openalex.org/W4256020332","https://openalex.org/W4310520567","https://openalex.org/W4392945069"],"related_works":["https://openalex.org/W4310997605","https://openalex.org/W4310520567","https://openalex.org/W4301487246","https://openalex.org/W3042858012","https://openalex.org/W2996372837","https://openalex.org/W2742479298","https://openalex.org/W2579738641","https://openalex.org/W2145929661","https://openalex.org/W2010254791","https://openalex.org/W185349370"],"abstract_inverted_index":{"Nowadays,":[0],"High-Performance":[1],"Computing":[2],"(HPC)":[3],"systems":[4],"need":[5],"to":[6,49,62,84,143,160],"deliver":[7],"computational":[8],"performance":[9],"by":[10],"processing":[11],"complex":[12],"applications":[13],"and":[14,37,68,98,183,193],"workloads":[15],"at":[16],"high":[17],"speeds":[18],"in":[19,52],"parallel.":[20],"To":[21],"provide":[22],"computing":[23],"power,":[24],"Multiprocessor":[25],"System-on-Chip,":[26],"the":[27,64,86,138,165,168],"main":[28],"design":[29,46,181,191,194],"paradigm,":[30],"is":[31],"scaled":[32],"with":[33,39,108],"advanced":[34],"technology":[35],"nodes":[36],"even":[38,148],"heterogeneity.":[40],"These":[41],"improvements":[42],"open":[43],"up":[44],"more":[45],"possibilities,":[47],"leading":[48],"an":[50,120],"increase":[51],"its":[53],"complexity.":[54],"Therefore,":[55],"chip":[56],"designers":[57],"are":[58],"facing":[59],"unprecedented":[60],"challenges":[61],"find":[63],"best":[65],"Power,":[66],"Performance,":[67],"Area":[69],"architectural":[70,176],"configurations,":[71],"inducing":[72],"a":[73,81,101,109,145],"Design":[74,122],"Space":[75,123],"Exploration":[76,124],"problem.":[77],"This":[78],"work":[79],"proposes":[80],"complete":[82],"framework":[83],"ease":[85],"next":[87],"generation":[88],"of":[89,104,140,167,174],"HPC":[90,127],"processor":[91,128],"designs.":[92],"By":[93],"combining":[94],"competitive":[95],"simulators":[96],"VPSim":[97],"McPAT":[99],"for":[100,125,188],"realistic":[102],"estimation":[103],"Key":[105],"Performance":[106],"Indicators,":[107],"time-consuming":[110],"simulation-adapted":[111],"exploration":[112,192],"algorithm":[113],"such":[114],"as":[115],"Bayesian":[116,141],"Optimization,":[117],"we":[118],"leveraged":[119],"Automated":[121],"efficient":[126],"designs":[129],"based":[130],"on":[131],"ARMv8":[132],"architecture.":[133],"We":[134],"have":[135],"also":[136],"demonstrated":[137],"potential":[139],"Optimization":[142],"reach":[144],"similar":[146],"or":[147],"larger":[149],"Pareto":[150],"front":[151],"than":[152],"Genetic":[153],"Algorithm":[154],"while":[155],"being":[156],"around":[157],"2":[158],"\u00d7":[159,162],"5":[161],"sample-efficient.":[163],"Furthermore,":[164],"diversity":[166],"obtained":[169],"Pareto-front":[170],"enables":[171],"deep":[172],"analysis":[173],"relevant":[175],"parameters":[177],"that":[178],"significantly":[179],"impact":[180],"performances":[182],"thus,":[184],"empowering":[185],"architects'":[186],"knowledge":[187],"further":[189],"targeted":[190],"choices.":[195]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392521853","counts_by_year":[],"updated_date":"2025-04-04T20:04:39.666323","created_date":"2024-03-07"}