{"id":"https://openalex.org/W4396214198","doi":"https://doi.org/10.1145/3649840","title":"Accurate Data Race Prediction in the Linux Kernel through Sparse Fourier Learning","display_name":"Accurate Data Race Prediction in the Linux Kernel through Sparse Fourier Learning","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396214198","doi":"https://doi.org/10.1145/3649840"},"language":"en","primary_location":{"id":"doi:10.1145/3649840","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649840","pdf_url":null,"source":{"id":"https://openalex.org/S4210216081","display_name":"Proceedings of the ACM on Programming Languages","issn_l":"2475-1421","issn":["2475-1421"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Programming Languages","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1145/3649840","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002472436","display_name":"Gabriel Ryan","orcid":"https://orcid.org/0009-0003-9464-587X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Ryan","raw_affiliation_strings":["Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0003-9464-587X","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065730185","display_name":"B.E. \u00c7etin","orcid":"https://orcid.org/0009-0009-8102-3792"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Burcu Cetin","raw_affiliation_strings":["Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0009-8102-3792","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043272175","display_name":"Yongwhan Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongwhan Lim","raw_affiliation_strings":["Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0009-0003-9651-2894","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079129408","display_name":"S. Jana","orcid":"https://orcid.org/0000-0003-3518-4877"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suman Jana","raw_affiliation_strings":["Columbia University, New York, USA"],"raw_orcid":"https://orcid.org/0000-0003-3518-4877","affiliations":[{"raw_affiliation_string":"Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":0.395,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5179494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"8","issue":"OOPSLA1","first_page":"810","last_page":"832"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9988999962806702,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9940000176429749,"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/computer-science","display_name":"Computer science","score":0.5729127526283264},{"id":"https://openalex.org/keywords/race","display_name":"Race (biology)","score":0.5636981725692749},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5604058504104614},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.4900614023208618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3918599486351013},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35509127378463745},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2513003349304199},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11620208621025085},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07771256566047668}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5729127526283264},{"id":"https://openalex.org/C76509639","wikidata":"https://www.wikidata.org/wiki/Q918036","display_name":"Race (biology)","level":2,"score":0.5636981725692749},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5604058504104614},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.4900614023208618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3918599486351013},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35509127378463745},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2513003349304199},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11620208621025085},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07771256566047668},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649840","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649840","pdf_url":null,"source":{"id":"https://openalex.org/S4210216081","display_name":"Proceedings of the ACM on Programming Languages","issn_l":"2475-1421","issn":["2475-1421"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Programming Languages","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3649840","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649840","pdf_url":null,"source":{"id":"https://openalex.org/S4210216081","display_name":"Proceedings of the ACM on Programming Languages","issn_l":"2475-1421","issn":["2475-1421"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Programming Languages","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W203529317","https://openalex.org/W1562462425","https://openalex.org/W1899006432","https://openalex.org/W2034256728","https://openalex.org/W2046368282","https://openalex.org/W2053817819","https://openalex.org/W2100817684","https://openalex.org/W2110852599","https://openalex.org/W2167744164","https://openalex.org/W2240989855","https://openalex.org/W2774510177","https://openalex.org/W2887512784","https://openalex.org/W2927543040","https://openalex.org/W2951734910","https://openalex.org/W3012447579","https://openalex.org/W3015867278","https://openalex.org/W3106314272","https://openalex.org/W3137220996","https://openalex.org/W3207470659","https://openalex.org/W4226163636","https://openalex.org/W4236306709","https://openalex.org/W4287178654","https://openalex.org/W6939456573"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Testing":[0],"for":[1,41,89],"data":[2],"races":[3,212],"in":[4,110,171,225,228],"the":[5,57,63,73,120,127,220],"Linux":[6,50,203],"OS":[7,51],"kernel":[8,180,205,238],"is":[9,13],"challenging":[10],"because":[11],"there":[12],"an":[14],"exponentially":[15,64],"large":[16,65],"space":[17],"of":[18,67,75,122,129],"system":[19,143,224],"calls":[20,144],"and":[21,46,93,160,206],"thread":[22],"interleavings":[23],"that":[24,107,151,184],"can":[25,114,161],"potentially":[26],"lead":[27],"to":[28,49,100,177,189,230],"concurrent":[29],"executions":[30],"with":[31,173,213],"races.":[32],"In":[33],"this":[34,157],"work,":[35],"we":[36,71,149],"introduce":[37],"a":[38,95,136,179,201],"new":[39,233],"approach":[40,99,199],"modeling":[42],"execution":[43,69],"trace":[44,77,152,168],"feasibility":[45,78,103,128,153,169,192],"apply":[47,94],"it":[48,208],"Kernel":[52],"race":[53,217,234],"prediction.":[54],"To":[55],"address":[56],"fundamental":[58],"scalability":[59],"challenge":[60],"posed":[61],"by":[62,118,237],"domain":[66,113],"possible":[68],"traces,":[70],"decompose":[72],"task":[74],"predicting":[76],"into":[79],"independent":[80],"prediction":[81],"subtasks":[82],"encoded":[83],"as":[84],"learning":[85,98,101,188],"Boolean":[86,105],"indicator":[87],"functions":[88,106,154,170],"specific":[90],"memory":[91,131,140],"accesses,":[92],"sparse":[96,109,186],"fourier":[97,112,124,187],"each":[102,130],"subtask.":[104],"are":[108],"their":[111,123],"be":[115,162],"efficiently":[116,190],"learned":[117,163,167],"estimating":[119],"coefficients":[121],"expansion.":[125],"Since":[126],"access":[132],"depends":[133],"on":[134,200],"only":[135],"few":[137],"other":[138],"relevant":[139,146],"accesses":[141],"or":[142],"(e.g.,":[145],"inter-thread":[147],"communications),":[148],"observe":[150],"often":[155],"have":[156],"sparsity":[158],"property":[159],"efficiently.":[164],"We":[165,196],"use":[166],"conjunction":[172],"conservative":[174],"alias":[175],"analysis":[176],"implement":[178],"race-testing":[181],"system,":[182],"HBFourier,":[183],"uses":[185],"model":[191],"when":[193],"making":[194],"predictions.":[195],"evaluate":[197],"our":[198,226],"recent":[202],"development":[204],"show":[207],"finds":[209],"44":[210],"more":[211,215],"15.7%":[214],"accurate":[216],"predictions":[218],"than":[219],"next":[221],"best":[222],"performing":[223],"evaluation,":[227],"addition":[229],"identifying":[231],"5":[232],"bugs":[235],"confirmed":[236],"developers.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
