{"id":"https://openalex.org/W3201977969","doi":"https://doi.org/10.1145/3471906","title":"Parallel Test Prioritization","display_name":"Parallel Test Prioritization","publication_year":2021,"publication_date":"2021-09-28","ids":{"openalex":"https://openalex.org/W3201977969","doi":"https://doi.org/10.1145/3471906","mag":"3201977969"},"language":"en","primary_location":{"id":"doi:10.1145/3471906","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471906","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"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 Software Engineering and Methodology","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/A5101670110","display_name":"Jianyi Zhou","orcid":"https://orcid.org/0000-0002-4867-5416"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianyi Zhou","raw_affiliation_strings":["Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365555","display_name":"Junjie Chen","orcid":"https://orcid.org/0000-0003-3056-9962"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Chen","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085393851","display_name":"Dan Hao","orcid":"https://orcid.org/0000-0001-8295-303X"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Hao","raw_affiliation_strings":["Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101670110"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210128818"],"apc_list":null,"apc_paid":null,"fwci":2.1116,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86977887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"31","issue":"1","first_page":"1","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/regression-testing","display_name":"Regression testing","score":0.8754550218582153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8193434476852417},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.7918965220451355},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.549464762210846},{"id":"https://openalex.org/keywords/test-strategy","display_name":"Test strategy","score":0.5021700859069824},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.49054139852523804},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4882188141345978},{"id":"https://openalex.org/keywords/risk-based-testing","display_name":"Risk-based testing","score":0.434895783662796},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41553381085395813},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39938926696777344},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.37420785427093506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3472355008125305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30931705236434937},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.2993999719619751},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.21451091766357422},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.10001733899116516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07888540625572205},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07008340954780579}],"concepts":[{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.8754550218582153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8193434476852417},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.7918965220451355},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.549464762210846},{"id":"https://openalex.org/C188598960","wikidata":"https://www.wikidata.org/wiki/Q7705805","display_name":"Test strategy","level":3,"score":0.5021700859069824},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.49054139852523804},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4882188141345978},{"id":"https://openalex.org/C37945671","wikidata":"https://www.wikidata.org/wiki/Q7336207","display_name":"Risk-based testing","level":5,"score":0.434895783662796},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41553381085395813},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39938926696777344},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.37420785427093506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3472355008125305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30931705236434937},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.2993999719619751},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.21451091766357422},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.10001733899116516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07888540625572205},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07008340954780579},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3471906","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471906","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"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 Software Engineering and Methodology","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":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1539772828","display_name":null,"funder_award_id":"61872008 and 62002256","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W133481394","https://openalex.org/W1968541162","https://openalex.org/W1968730996","https://openalex.org/W1991292921","https://openalex.org/W2014515160","https://openalex.org/W2020538887","https://openalex.org/W2026926213","https://openalex.org/W2034553498","https://openalex.org/W2045837563","https://openalex.org/W2089269509","https://openalex.org/W2098766297","https://openalex.org/W2102201348","https://openalex.org/W2104942599","https://openalex.org/W2107940771","https://openalex.org/W2110068396","https://openalex.org/W2120563984","https://openalex.org/W2122156253","https://openalex.org/W2129761255","https://openalex.org/W2132702264","https://openalex.org/W2135937266","https://openalex.org/W2136921053","https://openalex.org/W2141861154","https://openalex.org/W2148540129","https://openalex.org/W2153342620","https://openalex.org/W2159221989","https://openalex.org/W2165834023","https://openalex.org/W2171451409","https://openalex.org/W2240451833","https://openalex.org/W2245294015","https://openalex.org/W2292289085","https://openalex.org/W2343816275","https://openalex.org/W2352511489","https://openalex.org/W2402601480","https://openalex.org/W2460133376","https://openalex.org/W2506015293","https://openalex.org/W2582025857","https://openalex.org/W2606104738","https://openalex.org/W2615067872","https://openalex.org/W2617809069","https://openalex.org/W2740565296","https://openalex.org/W2793776506","https://openalex.org/W2795003837","https://openalex.org/W2795223920","https://openalex.org/W2795821536","https://openalex.org/W2803426915","https://openalex.org/W2808957028","https://openalex.org/W2889135167","https://openalex.org/W2899067106","https://openalex.org/W2905627582","https://openalex.org/W2951170114","https://openalex.org/W2960013457","https://openalex.org/W3039889685","https://openalex.org/W3041012898","https://openalex.org/W3161493619","https://openalex.org/W4229977739","https://openalex.org/W4235219549","https://openalex.org/W4244639453","https://openalex.org/W4249033934"],"related_works":["https://openalex.org/W2162694379","https://openalex.org/W4313307318","https://openalex.org/W4252679530","https://openalex.org/W2187840912","https://openalex.org/W2280768747","https://openalex.org/W2757598090","https://openalex.org/W2136997225","https://openalex.org/W2770331094","https://openalex.org/W2025359750","https://openalex.org/W2086346901"],"abstract_inverted_index":{"Although":[0],"regression":[1,58,95,208,293,309],"testing":[2,150,294,310],"is":[3,78,117,226],"important":[4],"to":[5,40,52,79,90,196],"guarantee":[6],"the":[7,16,35,54,71,84,92,139,156,159,197,205,219,238,244,263,273,301,308,317,322,328,331],"software":[8,11],"quality":[9],"in":[10,46,66,83,119,126,152,295],"evolution,":[12],"it":[13],"suffers":[14],"from":[15,98,182],"widely":[17],"known":[18],"cost":[19,56,93],"problem.":[20],"To":[21,154],"address":[22],"this":[23,67,224],"problem,":[24],"existing":[25,140],"researchers":[26],"made":[27],"dedicated":[28],"efforts":[29],"on":[30,170,178,307],"test":[31,75,81,88,101,104,112,134,143,162,201,214,267,279,288,305,335],"prioritization,":[32,76,102],"which":[33,77,116],"optimizes":[34],"execution":[36,89],"order":[37],"of":[38,57,73,86,94,111,115,158,207,240,246,265,275,303,312,324,333],"tests":[39],"detect":[41],"faults":[42],"earlier;":[43],"while":[44],"practitioners":[45],"industry":[47],"leveraged":[48],"more":[49,258,277],"computing":[50,122,247,259],"resources":[51,248,260],"save":[53],"time":[55,151,250],"testing.":[59,96,233],"By":[60],"combining":[61],"these":[62],"two":[63,198,241,276],"orthogonal":[64],"solutions,":[65],"article,":[68],"we":[69,130,165,235,271,299],"define":[70],"problem":[72],"parallel":[74,87,103,133,161,200,213,232,253,266,287,296,304,334],"conduct":[80],"prioritization":[82,105,135,144,163,202,215,289,306,325],"scenario":[85],"reduce":[91],"Different":[97],"traditional":[99],"sequential":[100,142],"aims":[106],"at":[107],"generating":[108],"a":[109,175,185,227],"set":[110],"sequences,":[113],"each":[114],"allocated":[118],"an":[120,167],"individual":[121],"resource":[123],"and":[124,148,174,210,249,255,281,284,321,327],"executed":[125],"parallel.":[127],"In":[128,269],"particular,":[129],"propose":[131],"eight":[132,160],"techniques":[136],"by":[137,146],"adapting":[138],"four":[141],"techniques,":[145,164,221,326],"including":[147],"excluding":[149],"prioritization.":[153,268,336],"investigate":[155],"performance":[157,264,320],"conducted":[166],"extensive":[168],"study":[169,177],"54":[171],"open-source":[172],"projects":[173,181],"case":[176],"16":[179],"commercial":[180],"Baidu":[183],",":[184],"famous":[186],"search":[187],"service":[188],"provider":[189],"with":[190],"600M":[191],"monthly":[192],"active":[193],"users.":[194],"According":[195],"studies,":[199],"does":[203],"improve":[204,262],"efficiency":[206],"testing,":[209,254],"cost-aware":[211],"additional":[212],"technique":[216,225],"significantly":[217],"outperforms":[218],"other":[220],"indicating":[222],"that":[223,257,286],"good":[228],"choice":[229],"for":[230,252],"practical":[231],"Besides,":[234],"also":[236],"investigated":[237,272,300],"influence":[239,274],"external":[242],"factors,":[243,278],"number":[245],"allowed":[251],"find":[256,285],"indeed":[261],"addition,":[270],"granularity":[280],"coverage":[282],"criterion,":[283],"can":[290],"still":[291],"accelerate":[292],"scenario.":[297],"Moreover,":[298],"benefit":[302],"process":[311],"continuous":[313],"integration,":[314],"considering":[315],"both":[316],"cumulative":[318],"acceleration":[319],"overhead":[323],"results":[329],"demonstrate":[330],"superiority":[332]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}