{"id":"https://openalex.org/W2275239083","doi":"https://doi.org/10.1109/tcad.2015.2481796","title":"Accelerating Architectural Simulation Via Statistical Techniques: A Survey","display_name":"Accelerating Architectural Simulation Via Statistical Techniques: A Survey","publication_year":2015,"publication_date":"2015-09-24","ids":{"openalex":"https://openalex.org/W2275239083","doi":"https://doi.org/10.1109/tcad.2015.2481796","mag":"2275239083"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2015.2481796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2015.2481796","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-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/A5103063161","display_name":"Qi Guo","orcid":"https://orcid.org/0000-0003-2530-5874"},"institutions":[{"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":["US"],"is_corresponding":false,"raw_author_name":"Qi Guo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109886311","display_name":"Tianshi Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshi Chen","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036492388","display_name":"Yunji Chen","orcid":"https://orcid.org/0000-0003-3925-5185"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunji Chen","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062806943","display_name":"Franz Franchetti","orcid":"https://orcid.org/0000-0002-3529-8973"},"institutions":[{"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":["US"],"is_corresponding":false,"raw_author_name":"Franz Franchetti","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.847,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94924812,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"35","issue":"3","first_page":"433","last_page":"446"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9988999962806702,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.8002737760543823},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6638939380645752},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5597965717315674},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5216308236122131},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.421896755695343},{"id":"https://openalex.org/keywords/abstraction-layer","display_name":"Abstraction layer","score":0.4128414988517761},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39865538477897644},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.30784448981285095},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24898096919059753},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11810976266860962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8002737760543823},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6638939380645752},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5597965717315674},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5216308236122131},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.421896755695343},{"id":"https://openalex.org/C147358964","wikidata":"https://www.wikidata.org/wiki/Q1200992","display_name":"Abstraction layer","level":3,"score":0.4128414988517761},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39865538477897644},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.30784448981285095},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24898096919059753},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11810976266860962},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2015.2481796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2015.2481796","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1474802976","display_name":"\u6613\u7f16\u7a0b\u7684\u5f02\u6784\u5e76\u884c\u5904\u7406\u5668\u7ed3\u6784","funder_award_id":"61432016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1795454165","display_name":null,"funder_award_id":"61221062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4283956430","display_name":null,"funder_award_id":"HR0011-13-2-0007","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G6620420670","display_name":null,"funder_award_id":"61473275","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8211211287","display_name":null,"funder_award_id":"61303158","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320312406","display_name":"Australasian Society of Clinical Immunology and Allergy","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":141,"referenced_works":["https://openalex.org/W1495104217","https://openalex.org/W1511049147","https://openalex.org/W1540027087","https://openalex.org/W1865305164","https://openalex.org/W1964857732","https://openalex.org/W1964978749","https://openalex.org/W1966708898","https://openalex.org/W1969241238","https://openalex.org/W1971653726","https://openalex.org/W1973484886","https://openalex.org/W1974764041","https://openalex.org/W1979527452","https://openalex.org/W1980257390","https://openalex.org/W1984288647","https://openalex.org/W1986491730","https://openalex.org/W1991056822","https://openalex.org/W1991779654","https://openalex.org/W2001408484","https://openalex.org/W2002671355","https://openalex.org/W2002831810","https://openalex.org/W2005961863","https://openalex.org/W2009553719","https://openalex.org/W2010540152","https://openalex.org/W2010934990","https://openalex.org/W2011784341","https://openalex.org/W2015659026","https://openalex.org/W2017375765","https://openalex.org/W2022744644","https://openalex.org/W2027984714","https://openalex.org/W2032094184","https://openalex.org/W2034062945","https://openalex.org/W2038509324","https://openalex.org/W2040766944","https://openalex.org/W2044206819","https://openalex.org/W2052801483","https://openalex.org/W2056660518","https://openalex.org/W2061669626","https://openalex.org/W2066542988","https://openalex.org/W2073617099","https://openalex.org/W2074041401","https://openalex.org/W2087838646","https://openalex.org/W2088542985","https://openalex.org/W2089162427","https://openalex.org/W2093642451","https://openalex.org/W2093708648","https://openalex.org/W2096858484","https://openalex.org/W2096864363","https://openalex.org/W2098120668","https://openalex.org/W2098974564","https://openalex.org/W2100787464","https://openalex.org/W2101587002","https://openalex.org/W2102201375","https://openalex.org/W2106270437","https://openalex.org/W2106370201","https://openalex.org/W2107668421","https://openalex.org/W2107773544","https://openalex.org/W2109392506","https://openalex.org/W2110102886","https://openalex.org/W2110829980","https://openalex.org/W2113167168","https://openalex.org/W2113235308","https://openalex.org/W2114172817","https://openalex.org/W2120635877","https://openalex.org/W2120739641","https://openalex.org/W2121746053","https://openalex.org/W2123004270","https://openalex.org/W2123037616","https://openalex.org/W2124917173","https://openalex.org/W2126105956","https://openalex.org/W2126702189","https://openalex.org/W2127643746","https://openalex.org/W2128330595","https://openalex.org/W2131081741","https://openalex.org/W2131102547","https://openalex.org/W2131609469","https://openalex.org/W2131667412","https://openalex.org/W2132078224","https://openalex.org/W2132219981","https://openalex.org/W2132269953","https://openalex.org/W2133654146","https://openalex.org/W2134032953","https://openalex.org/W2134470641","https://openalex.org/W2134633067","https://openalex.org/W2136952590","https://openalex.org/W2137385009","https://openalex.org/W2138146350","https://openalex.org/W2141386638","https://openalex.org/W2141583759","https://openalex.org/W2145180784","https://openalex.org/W2147208677","https://openalex.org/W2147657366","https://openalex.org/W2150196852","https://openalex.org/W2153331583","https://openalex.org/W2153456949","https://openalex.org/W2154327203","https://openalex.org/W2155296518","https://openalex.org/W2155764480","https://openalex.org/W2155828618","https://openalex.org/W2156359950","https://openalex.org/W2157070686","https://openalex.org/W2157189715","https://openalex.org/W2158034620","https://openalex.org/W2158924248","https://openalex.org/W2161381500","https://openalex.org/W2161522487","https://openalex.org/W2162385899","https://openalex.org/W2163255067","https://openalex.org/W2164264749","https://openalex.org/W2164821985","https://openalex.org/W2166029537","https://openalex.org/W2168361773","https://openalex.org/W2169880332","https://openalex.org/W2171060037","https://openalex.org/W2171117168","https://openalex.org/W2171195786","https://openalex.org/W2234148183","https://openalex.org/W2469684986","https://openalex.org/W2487845934","https://openalex.org/W2993088652","https://openalex.org/W2996989811","https://openalex.org/W3012338770","https://openalex.org/W3137094666","https://openalex.org/W3142044923","https://openalex.org/W3145095675","https://openalex.org/W3149179768","https://openalex.org/W4233932103","https://openalex.org/W4234958985","https://openalex.org/W4236433846","https://openalex.org/W4237047828","https://openalex.org/W4239813889","https://openalex.org/W4243970730","https://openalex.org/W4249392939","https://openalex.org/W4251534053","https://openalex.org/W4256470818","https://openalex.org/W6629699331","https://openalex.org/W6630391463","https://openalex.org/W6674916494","https://openalex.org/W6676373429","https://openalex.org/W6676744847","https://openalex.org/W6720231602","https://openalex.org/W6793011382"],"related_works":["https://openalex.org/W2038503502","https://openalex.org/W2111062328","https://openalex.org/W1984744919","https://openalex.org/W2132930690","https://openalex.org/W2770599040","https://openalex.org/W1901380330","https://openalex.org/W2048887547","https://openalex.org/W2108386578","https://openalex.org/W2075808029","https://openalex.org/W3009812692"],"abstract_inverted_index":{"In":[0,139],"computer":[1,25,32],"architecture":[2,33],"research":[3],"and":[4,13,31,57,81,129,145],"development,":[5],"simulation":[6,19,48,72],"is":[7,50],"a":[8,102,123,131],"powerful":[9],"way":[10],"of":[11,61,98,105,112,137,147],"acquiring":[12],"predicting":[14],"processor":[15],"behaviors.":[16],"While":[17],"architectural":[18],"has":[20],"been":[21],"extensively":[22],"utilized":[23],"for":[24,162],"performance":[26],"evaluation,":[27],"design":[28],"space":[29],"exploration,":[30],"assessment,":[34],"it":[35],"still":[36],"suffers":[37],"from":[38,155],"the":[39,46,53,58,95,135,143],"high":[40],"computational":[41],"costs":[42],"in":[43],"practice.":[44],"Specifically,":[45],"total":[47,59,96],"time":[49],"determined":[51],"by":[52,70],"simulator's":[54,65],"raw":[55],"speed":[56,66],"number":[60,97],"simulated":[62,99],"instructions.":[63],"The":[64],"can":[67],"be":[68],"improved":[69],"enhanced":[71],"infrastructures":[73],"(e.g.,":[74],"simulators":[75],"with":[76,101],"high-level":[77],"abstraction,":[78],"parallel":[79],"simulators,":[80],"hardware-assisted":[82],"simulators).":[83],"Orthogonal":[84],"to":[85,92,126,141],"these":[86,113,156],"work,":[87],"recent":[88],"studies":[89,128,157],"also":[90],"managed":[91],"significantly":[93],"reduce":[94],"instructions":[100],"slight":[103],"loss":[104],"accuracy.":[106],"Interestingly,":[107],"we":[108,150],"observe":[109],"that":[110],"most":[111],"work":[114],"are":[115],"built":[116],"upon":[117],"statistical":[118],"techniques.":[119],"This":[120],"survey":[121],"presents":[122],"comprehensive":[124],"review":[125],"such":[127],"proposes":[130],"taxonomy":[132],"based":[133],"on":[134],"sources":[136],"reduction.":[138],"addition":[140],"identifying":[142],"similarities":[144],"differences":[146],"state-of-the-art":[148],"approaches,":[149],"further":[151],"discuss":[152],"insights":[153],"gained":[154],"as":[158,160],"well":[159],"implications":[161],"future":[163],"research.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
