{"id":"https://openalex.org/W2997166225","doi":"https://doi.org/10.1145/3291527","title":"An Autotuning Protocol to Rapidly Build Autotuners","display_name":"An Autotuning Protocol to Rapidly Build Autotuners","publication_year":2018,"publication_date":"2018-06-30","ids":{"openalex":"https://openalex.org/W2997166225","doi":"https://doi.org/10.1145/3291527","mag":"2997166225"},"language":"en","primary_location":{"id":"doi:10.1145/3291527","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291527","pdf_url":null,"source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","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/A5101402440","display_name":"Junhong Liu","orcid":"https://orcid.org/0000-0001-7596-7011"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhong Liu","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104072170","display_name":"Guangming Tan","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangming Tan","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004450820","display_name":"Yulong Luo","orcid":null},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Luo","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100454305","display_name":"Jiajia Li","orcid":"https://orcid.org/0000-0003-1270-4147"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiajia Li","raw_affiliation_strings":["Computational Science and Engineering, Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Science and Engineering, Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054583215","display_name":"Zeyao Mo","orcid":"https://orcid.org/0000-0003-3280-5682"},"institutions":[{"id":"https://openalex.org/I4210145278","display_name":"Institute of Applied Physics and Computational Mathematics","ror":"https://ror.org/03sxpbt26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145278"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyao Mo","raw_affiliation_strings":["Institute of Applied Physics and Computational Mathematics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics and Computational Mathematics","institution_ids":["https://openalex.org/I4210145278"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101738014","display_name":"Ninghui Sun","orcid":"https://orcid.org/0000-0002-4179-2660"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ninghui Sun","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4612,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66654559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"2","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9911999702453613,"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"}},{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9869999885559082,"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":0.8671467304229736},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6171521544456482},{"id":"https://openalex.org/keywords/stencil","display_name":"Stencil","score":0.5548195838928223},{"id":"https://openalex.org/keywords/reusability","display_name":"Reusability","score":0.5470373034477234},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5291604995727539},{"id":"https://openalex.org/keywords/performance-tuning","display_name":"Performance tuning","score":0.5145163536071777},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.49265366792678833},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.46790820360183716},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.43668022751808167},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4162186086177826},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.36819779872894287},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33913949131965637},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.30026549100875854},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.29641154408454895},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.2953605353832245},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.13202470541000366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8671467304229736},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6171521544456482},{"id":"https://openalex.org/C76752949","wikidata":"https://www.wikidata.org/wiki/Q7607499","display_name":"Stencil","level":2,"score":0.5548195838928223},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.5470373034477234},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5291604995727539},{"id":"https://openalex.org/C2777138346","wikidata":"https://www.wikidata.org/wiki/Q1714153","display_name":"Performance tuning","level":2,"score":0.5145163536071777},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.49265366792678833},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.46790820360183716},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.43668022751808167},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4162186086177826},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.36819779872894287},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33913949131965637},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.30026549100875854},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.29641154408454895},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2953605353832245},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.13202470541000366},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3291527","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3291527","pdf_url":null,"source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G8004435513","display_name":null,"funder_award_id":"1521092, 91430218, 31327901, 61472395, 61432018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1973825452","https://openalex.org/W1975001341","https://openalex.org/W1979457157","https://openalex.org/W1987588924","https://openalex.org/W1990229554","https://openalex.org/W1997147891","https://openalex.org/W1997614470","https://openalex.org/W2000873501","https://openalex.org/W2001258868","https://openalex.org/W2002555321","https://openalex.org/W2007451249","https://openalex.org/W2009451155","https://openalex.org/W2009654791","https://openalex.org/W2011175827","https://openalex.org/W2028798345","https://openalex.org/W2039378765","https://openalex.org/W2074833026","https://openalex.org/W2100218206","https://openalex.org/W2101511474","https://openalex.org/W2102182691","https://openalex.org/W2104512032","https://openalex.org/W2113190809","https://openalex.org/W2121546953","https://openalex.org/W2121957840","https://openalex.org/W2128539477","https://openalex.org/W2135682468","https://openalex.org/W2136504964","https://openalex.org/W2136628731","https://openalex.org/W2151764765","https://openalex.org/W2154786353","https://openalex.org/W2158626113","https://openalex.org/W2168931017","https://openalex.org/W2411480360","https://openalex.org/W2564103638","https://openalex.org/W2604487429","https://openalex.org/W2623016866","https://openalex.org/W2741907101","https://openalex.org/W2768065515","https://openalex.org/W2782281640","https://openalex.org/W2786159829","https://openalex.org/W2788264912","https://openalex.org/W2789228469","https://openalex.org/W2886632348","https://openalex.org/W4231368563","https://openalex.org/W4243796884","https://openalex.org/W4247995867"],"related_works":["https://openalex.org/W2901381009","https://openalex.org/W4281656368","https://openalex.org/W4295990858","https://openalex.org/W2352677973","https://openalex.org/W2112885082","https://openalex.org/W2365161868","https://openalex.org/W2407542865","https://openalex.org/W4242697240","https://openalex.org/W2970353240","https://openalex.org/W1162253625"],"abstract_inverted_index":{"Automatic":[0],"performance":[1,14,37,101,128],"tuning":[2,8,38],"(Autotuning)":[3],"is":[4,62,105],"an":[5,20,58,65],"increasingly":[6],"critical":[7],"technique":[9],"for":[10,28,82],"the":[11,87,100],"high":[12],"portable":[13],"of":[15,64,141],"Exascale":[16],"applications.":[17],"However,":[18],"constructing":[19],"autotuner":[21,122],"from":[22],"scratch":[23],"remains":[24],"a":[25,36,92,138],"challenge,":[26],"even":[27],"domain":[29],"experts.":[30],"In":[31,49],"this":[32],"work,":[33],"we":[34,56,77],"propose":[35],"and":[39,70,75,115,129],"knowledge":[40,97],"management":[41],"suite":[42],"(PAK)":[43],"to":[44,51,95],"help":[45],"rapidly":[46],"build":[47],"autotuners.":[48],"order":[50],"accommodate":[52],"existing":[53],"autotuning":[54,59,145],"techniques,":[55],"present":[57],"protocol":[60,84],"that":[61],"composed":[63],"extractor,":[66],"producer,":[67],"optimizer,":[68],"evaluator,":[69],"learner.":[71],"To":[72],"achieve":[73],"modularity":[74],"reusability,":[76],"also":[78],"define":[79],"programming":[80],"interfaces":[81],"each":[83],"component":[85],"as":[86],"fundamental":[88],"infrastructure,":[89],"which":[90],"provides":[91],"customizable":[93],"mechanism":[94],"deploy":[96],"mining":[98],"in":[99],"database.":[102],"PAK\u2019s":[103],"usability":[104],"demonstrated":[106],"by":[107,135],"studying":[108],"two":[109],"important":[110],"computational":[111],"kernels:":[112],"stencil":[113],"computation":[114],"sparse":[116],"matrix-vector":[117],"multiplication":[118],"(SpMV).":[119],"Our":[120],"proposed":[121],"based":[123],"on":[124],"PAK":[125],"shows":[126],"comparable":[127],"higher":[130],"productivity":[131],"than":[132],"traditional":[133],"autotuners":[134],"writing":[136],"just":[137],"few":[139],"tens":[140],"code":[142],"using":[143],"our":[144],"protocol.":[146]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
