{"id":"https://openalex.org/W2116030344","doi":"https://doi.org/10.1145/2451116.2451120","title":"Parallelizing data race detection","display_name":"Parallelizing data race detection","publication_year":2013,"publication_date":"2013-03-16","ids":{"openalex":"https://openalex.org/W2116030344","doi":"https://doi.org/10.1145/2451116.2451120","mag":"2116030344"},"language":"en","primary_location":{"id":"doi:10.1145/2451116.2451120","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2451116.2451120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems","raw_type":"proceedings-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/A5070861477","display_name":"Benjamin Wester","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Wester","raw_affiliation_strings":["Facebook, Menlo Park, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064664114","display_name":"David Devecsery","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Devecsery","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027819880","display_name":"Peter M. Chen","orcid":"https://orcid.org/0000-0002-5951-4183"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter M. Chen","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000977391","display_name":"Jason Flinn","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Flinn","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075649670","display_name":"Satish Narayanasamy","orcid":"https://orcid.org/0000-0001-5016-1214"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satish Narayanasamy","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.3433,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.96641405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9976000189781189,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.8300431966781616},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.7559859752655029},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6333635449409485},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6266582608222961},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.6034789085388184},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5744283199310303},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.49452540278434753},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.462236225605011},{"id":"https://openalex.org/keywords/vector-clock","display_name":"Vector clock","score":0.41814714670181274},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.2159332036972046},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16264337301254272},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09058699011802673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8300431966781616},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7559859752655029},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6333635449409485},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6266582608222961},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.6034789085388184},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5744283199310303},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.49452540278434753},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.462236225605011},{"id":"https://openalex.org/C52563298","wikidata":"https://www.wikidata.org/wiki/Q1413349","display_name":"Vector clock","level":5,"score":0.41814714670181274},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.2159332036972046},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16264337301254272},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09058699011802673},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C129891060","wikidata":"https://www.wikidata.org/wiki/Q1513059","display_name":"Clock synchronization","level":4,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2451116.2451120","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2451116.2451120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth international conference on Architectural support for programming languages and operating systems","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.310.1791","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.310.1791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.eecs.umich.edu/~pmchen/papers/wester13.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.362.1136","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.362.1136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.eecs.umich.edu/~bwester/papers/wester13.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.723.7384","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.7384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web.eecs.umich.edu/%7Eddevec/papers/wester13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1048515","https://openalex.org/W1482397304","https://openalex.org/W1487375638","https://openalex.org/W1652742168","https://openalex.org/W1971849938","https://openalex.org/W1972544179","https://openalex.org/W2002179840","https://openalex.org/W2002946738","https://openalex.org/W2003215037","https://openalex.org/W2020538839","https://openalex.org/W2025819261","https://openalex.org/W2040851906","https://openalex.org/W2043854189","https://openalex.org/W2047229718","https://openalex.org/W2059259057","https://openalex.org/W2061504544","https://openalex.org/W2063972446","https://openalex.org/W2072419942","https://openalex.org/W2078197548","https://openalex.org/W2098370715","https://openalex.org/W2100184706","https://openalex.org/W2100505193","https://openalex.org/W2100889285","https://openalex.org/W2105391037","https://openalex.org/W2105768827","https://openalex.org/W2107529624","https://openalex.org/W2114768063","https://openalex.org/W2115855199","https://openalex.org/W2116746874","https://openalex.org/W2123106754","https://openalex.org/W2127532866","https://openalex.org/W2128117755","https://openalex.org/W2135023759","https://openalex.org/W2135531618","https://openalex.org/W2143869535","https://openalex.org/W2144249474","https://openalex.org/W2144465510","https://openalex.org/W2145021036","https://openalex.org/W2146710330","https://openalex.org/W2147506153","https://openalex.org/W2149538119","https://openalex.org/W2150602145","https://openalex.org/W2152885346","https://openalex.org/W2153174073","https://openalex.org/W2154014790","https://openalex.org/W2156858199","https://openalex.org/W2159582805","https://openalex.org/W2161038602","https://openalex.org/W2161600851","https://openalex.org/W2167744164","https://openalex.org/W2242837385","https://openalex.org/W3136721778","https://openalex.org/W3137220996","https://openalex.org/W3142915758","https://openalex.org/W4214867067","https://openalex.org/W4248655060","https://openalex.org/W4250276807","https://openalex.org/W4285719527","https://openalex.org/W6600049303","https://openalex.org/W6675345153"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2013643406","https://openalex.org/W3138386522","https://openalex.org/W2499279132","https://openalex.org/W1966837078","https://openalex.org/W1991984094"],"abstract_inverted_index":{"Detecting":[0],"data":[1,16,137],"races":[2],"in":[3,55],"multithreaded":[4],"programs":[5],"is":[6],"a":[7,51,65,69,91,122,126,161,167,200,206],"crucial":[8],"part":[9],"of":[10,50,93,112,144,176],"debugging":[11],"such":[12],"programs,":[13],"but":[14,60],"traditional":[15],"race":[17,32,85,138,169],"detectors":[18],"are":[19],"too":[20],"slow":[21],"to":[22,29,57,72,80,108,186,192],"use":[23,77],"routinely.":[24],"This":[25],"paper":[26],"shows":[27],"how":[28],"speed":[30,135],"up":[31,136,153],"detection":[33,86],"by":[34,120,158,197],"spreading":[35],"the":[36,94,105,142,147,154,173,179,182,194],"work":[37,99,106],"across":[38],"multiple":[39,110],"cores.":[40],"Our":[41],"strategy":[42,119,151],"relies":[43],"on":[44,68,172],"uniparallelism,":[45],"which":[46],"executes":[47,61],"time":[48,157],"intervals":[49],"program":[52],"(called":[53],"epochs)":[54],"parallel":[56],"provide":[58],"scalability,":[59],"all":[62],"threads":[63],"from":[64],"single":[66,70],"epoch":[67],"core":[71],"eliminate":[73],"locking":[74],"overhead.":[75],"We":[76,116,129],"several":[78],"techniques":[79],"make":[81],"parallelization":[82],"effective:":[83],"dividing":[84],"into":[87],"three":[88],"phases,":[89],"predicting":[90],"subset":[92],"analysis":[95,113,188],"state,":[96],"eliminating":[97],"sequential":[98],"via":[100,114],"transitive":[101],"reduction,":[102],"and":[103,125,164,203],"reducing":[104],"needed":[107],"maintain":[109],"versions":[111],"factorization.":[115],"demonstrate":[117],"our":[118,150],"parallelizing":[121],"happens-before":[123,162,201],"detector":[124,163,202],"lockset-based":[127],"detector.":[128,170,208],"find":[130],"that":[131],"uniparallelism":[132,185],"can":[133],"significantly":[134],"detection.":[139],"With":[140],"4x":[141],"number":[143,175],"cores":[145,177],"as":[146,178],"original":[148],"application,":[149],"speeds":[152],"median":[155,195],"execution":[156],"4.4x":[159],"for":[160,166,184,199,205],"3.3x":[165],"lockset":[168,207],"Even":[171],"same":[174],"conventional":[180],"detectors,":[181],"ability":[183],"elide":[187],"locks":[189],"allows":[190],"it":[191],"reduce":[193],"overhead":[196],"13%":[198],"8%":[204]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}