{"id":"https://openalex.org/W4254901924","doi":"https://doi.org/10.1109/icse.2013.6606646","title":"A characteristic study on failures of production distributed data-parallel programs","display_name":"A characteristic study on failures of production distributed data-parallel programs","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W4254901924","doi":"https://doi.org/10.1109/icse.2013.6606646"},"language":"en","primary_location":{"id":"doi:10.1109/icse.2013.6606646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2013.6606646","pdf_url":null,"source":{"id":"https://openalex.org/S4363607951","display_name":"2013 35th International Conference on Software Engineering (ICSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th International Conference on Software Engineering (ICSE)","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/A5100610990","display_name":"Sihan Li","orcid":"https://orcid.org/0000-0001-8923-6746"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sihan Li","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, US"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, US","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025481175","display_name":"Hucheng Zhou","orcid":"https://orcid.org/0000-0002-1894-3897"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hucheng Zhou","raw_affiliation_strings":["Microsoft Research, Asia, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Asia, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013547786","display_name":"Haoxiang Lin","orcid":"https://orcid.org/0000-0002-9148-5861"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxiang Lin","raw_affiliation_strings":["Microsoft Bing, China","Microsoft Research, Asia, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Bing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft Research, Asia, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008615198","display_name":"Tian Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Xiao","raw_affiliation_strings":["Microsoft Research Asia, Beijing, Beijing, CN"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, Beijing, CN","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029380103","display_name":"Haibo Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Lin","raw_affiliation_strings":["Microsoft Bing, China","Microsoft Research, Asia, China"],"affiliations":[{"raw_affiliation_string":"Microsoft Bing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft Research, Asia, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636012","display_name":"Wei Lin","orcid":"https://orcid.org/0000-0002-3003-0150"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Lin","raw_affiliation_strings":["Microsoft Bing, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Bing, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048118068","display_name":"Tao Xie","orcid":"https://orcid.org/0000-0002-6731-216X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Xie","raw_affiliation_strings":["North Carolina State University, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100610990"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":2.8712,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91935484,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"963","last_page":"972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9997000098228455,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9994000196456909,"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":0.838465690612793},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.786735475063324},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.725029468536377},{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.46853107213974},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4512726664543152},{"id":"https://openalex.org/keywords/table-of-contents","display_name":"Table of contents","score":0.43664807081222534},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.41369596123695374},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3827502727508545},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33623185753822327},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24768945574760437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838465690612793},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.786735475063324},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.725029468536377},{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.46853107213974},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4512726664543152},{"id":"https://openalex.org/C68476402","wikidata":"https://www.wikidata.org/wiki/Q1456936","display_name":"Table of contents","level":2,"score":0.43664807081222534},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.41369596123695374},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3827502727508545},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33623185753822327},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24768945574760437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icse.2013.6606646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icse.2013.6606646","pdf_url":null,"source":{"id":"https://openalex.org/S4363607951","display_name":"2013 35th International Conference on Software Engineering (ICSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 35th International Conference on Software Engineering (ICSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332178","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1537198022","https://openalex.org/W1568471959","https://openalex.org/W1993892970","https://openalex.org/W2009489720","https://openalex.org/W2029853454","https://openalex.org/W2091543666","https://openalex.org/W2098935637","https://openalex.org/W2100830825","https://openalex.org/W2101161997","https://openalex.org/W2110311336","https://openalex.org/W2119400430","https://openalex.org/W2132353061","https://openalex.org/W2145458045","https://openalex.org/W2146878883","https://openalex.org/W2149321161","https://openalex.org/W2151153404","https://openalex.org/W2166293939","https://openalex.org/W2173213060","https://openalex.org/W3147391527","https://openalex.org/W4235354960","https://openalex.org/W4237492309","https://openalex.org/W4238860748","https://openalex.org/W6632104034","https://openalex.org/W6633885192","https://openalex.org/W6676613598","https://openalex.org/W6684034536"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2611067230","https://openalex.org/W2480201319","https://openalex.org/W2387706296","https://openalex.org/W2155788121","https://openalex.org/W4235469518","https://openalex.org/W2294325978","https://openalex.org/W4214504500"],"abstract_inverted_index":{"SCOPE":[0,30,59,83,98,102],"is":[1,32],"adopted":[2],"by":[3,49,137,155,169],"thousands":[4,50,57],"of":[5,9,34,51,56,58,69,131,211],"developers":[6],"from":[7,107],"tens":[8,55],"different":[10],"product":[11],"teams":[12],"in":[13,47,139,145,199],"Microsoft":[14,63,108],"Bing":[15],"for":[16,208],"daily":[17],"web-scale":[18],"data":[19,140,178],"processing,":[20],"including":[21],"index":[22],"building,":[23],"search":[24],"ranking,":[25],"and":[26,38,77,100,118,158],"advertisement":[27],"display.":[28],"A":[29],"job":[31],"composed":[33],"declarative":[35],"SQL-like":[36],"queries":[37],"imperative":[39],"C#":[40],"user-defined":[41],"functions":[42],"(UDFs),":[43],"which":[44],"are":[45,54,135,152,166,183,219],"executed":[46,61],"pipeline":[48],"machines.":[52],"There":[53],"jobs":[60],"on":[62,96],"clusters":[64],"per":[65],"day,":[66],"while":[67,162],"some":[68],"them":[70],"fail":[71],"after":[72],"a":[73,92],"long":[74],"execution":[75],"time":[76],"thus":[78],"waste":[79],"tremendous":[80],"resources.":[81,88],"Reducing":[82],"failures":[84,103,133,150,164,185],"would":[85],"save":[86],"significant":[87],"This":[89],"paper":[90],"presents":[91],"comprehensive":[93],"characteristic":[94],"study":[95,203],"200":[97],"failures/fixes":[99],"50":[101],"with":[104,186],"debugging":[105,123,196],"statistics":[106],"Bing,":[109],"investigating":[110],"not":[111,176,189,220],"only":[112],"major":[113,126],"failure":[114,116],"types,":[115],"sources,":[117],"fixes,":[119],"but":[120,224],"also":[121,226],"current":[122,195],"practice.":[124],"Our":[125,202],"findings":[127],"include":[128],"(1)":[129],"most":[130],"the":[132,191],"(84.5%)":[134],"caused":[136,154,168],"defects":[138,144],"processing":[141,179],"rather":[142],"than":[143],"code":[146],"logic;":[147,180],"(2)":[148],"table-level":[149],"(22.5%)":[151],"mainly":[153,167],"programmers'":[156],"mistakes":[157],"frequent":[159],"data-schema":[160],"changes":[161],"row-level":[163],"(62%)":[165],"exceptional":[170],"data;":[171],"(3)":[172],"93%":[173],"fixes":[174],"do":[175],"change":[177],"(4)":[181],"there":[182],"8%":[184],"root":[187],"cause":[188],"at":[190],"failure-exposing":[192],"stage,":[193],"making":[194],"practice":[197],"insufficient":[198],"this":[200],"case.":[201],"results":[204],"provide":[205],"valuable":[206],"guidelines":[207,218],"future":[209],"development":[210],"data-parallel":[212,232],"programs.":[213],"We":[214],"believe":[215],"that":[216],"these":[217],"limited":[221],"to":[222,229],"SCOPE,":[223],"can":[225],"be":[227],"generalized":[228],"other":[230],"similar":[231],"platforms.":[233]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}