{"id":"https://openalex.org/W4411059774","doi":"https://doi.org/10.1145/3727582.3728691","title":"Near-Duplicate Build Failure Detection from Continuous Integration Logs","display_name":"Near-Duplicate Build Failure Detection from Continuous Integration Logs","publication_year":2025,"publication_date":"2025-06-05","ids":{"openalex":"https://openalex.org/W4411059774","doi":"https://doi.org/10.1145/3727582.3728691"},"language":"en","primary_location":{"id":"doi:10.1145/3727582.3728691","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727582.3728691","pdf_url":null,"source":null,"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 21st International Conference on Predictive Models and Data Analytics in Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3727582.3728691","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006981165","display_name":"M H Li","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mingchen Li","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0009-0005-3504-6548","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078824435","display_name":"Mika M\u00e4ntyl\u00e4","orcid":"https://orcid.org/0000-0002-2841-5879"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika M\u00e4ntyl\u00e4","raw_affiliation_strings":["University of Helsinki &amp; University of Oulu, Helsinki &amp; Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2841-5879","affiliations":[{"raw_affiliation_string":"University of Helsinki &amp; University of Oulu, Helsinki &amp; Oulu, Finland","institution_ids":["https://openalex.org/I98381234","https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089322386","display_name":"Jesse Nyyss\u00f6l\u00e4","orcid":"https://orcid.org/0009-0006-7276-5696"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jesse Nyyss\u00f6l\u00e4","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0009-0006-7276-5696","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063812015","display_name":"Matti Luukkainen","orcid":"https://orcid.org/0000-0003-4779-4998"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti Luukkainen","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-4779-4998","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10894244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9950000047683716,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9894999861717224,"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":0.6474308371543884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474308371543884}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3727582.3728691","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727582.3728691","pdf_url":null,"source":null,"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 21st International Conference on Predictive Models and Data Analytics in Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3727582.3728691","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3727582.3728691","pdf_url":null,"source":null,"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 21st International Conference on Predictive Models and Data Analytics in Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2059245310","https://openalex.org/W2110166424","https://openalex.org/W2114651011","https://openalex.org/W2347053969","https://openalex.org/W2733244695","https://openalex.org/W2734275647","https://openalex.org/W3000466451","https://openalex.org/W3059397974","https://openalex.org/W3101522348","https://openalex.org/W4205420848","https://openalex.org/W4220838790","https://openalex.org/W4378651134","https://openalex.org/W4383215759","https://openalex.org/W4402897313"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Addressing":[0],"build":[1,26,38,42,46,57,75,143],"failures":[2,39,58,76,144],"is":[3],"important":[4,148],"in":[5,31,87,163],"software":[6,149],"development,":[7],"particularly":[8],"within":[9],"Continuous":[10],"Integration":[11],"and":[12,108,136],"Deployment":[13],"(CI/CD)":[14],"pipelines.":[15],"A":[16],"common":[17],"issue":[18],"arises":[19],"when":[20],"a":[21,24,49,70,117],"developer":[22],"encounters":[23],"new":[25],"failure":[27],"that":[28,62],"has":[29,159],"occurred":[30],"the":[32,64,82,154,164],"past.":[33,165],"We":[34,44,54,68],"refer":[35],"to":[36,92,103,109,153],"such":[37],"as":[40],"near-duplicate":[41,56,74,111,142],"failures.":[43],"collect":[45],"logs":[47],"from":[48],"GitHub":[50],"Actions":[51],"CI/CD":[52],"pipeline.":[53],"label":[55],"by":[59],"identifying":[60],"those":[61],"have":[63],"same":[65],"failed":[66,88],"tests.":[67],"propose":[69,96],"framework":[71],"for":[72,126],"detecting":[73],"through":[77],"log":[78,85],"similarity":[79],"analysis.":[80],"As":[81],"majority":[83],"of":[84,156],"lines":[86,107],"builds":[89],"are":[90],"similar":[91],"passing":[93],"logs,":[94],"we":[95],"using":[97,120],"an":[98,147],"Out-of-Vocabulary":[99],"Detector":[100],"(OOVD)":[101],"filtering":[102,122],"identify":[104],"only":[105],"failure-relevant":[106],"improve":[110],"detection":[112],"accuracy.":[113],"Our":[114],"results":[115,128],"suggest":[116],"noticeable":[118],"improvement":[119],"OOVD":[121],"across":[123],"all":[124],"metrics":[125],"Top-K":[127],"(K":[129],"=":[130],"5,":[131],"precision@K:":[132],"0.864":[133],"vs.":[134,139],"0.526":[135],"MAP@K:":[137],"0.941":[138],"0.814).":[140],"Finding":[141],"can":[145],"be":[146],"engineering":[150],"challenge":[151],"that,":[152],"best":[155],"our":[157],"knowledge,":[158],"not":[160],"been":[161],"studied":[162]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
