{"id":"https://openalex.org/W2316057888","doi":"https://doi.org/10.1145/2851553.2851571","title":"Learning from Source Code History to Identify Performance Failures","display_name":"Learning from Source Code History to Identify Performance Failures","publication_year":2016,"publication_date":"2016-03-12","ids":{"openalex":"https://openalex.org/W2316057888","doi":"https://doi.org/10.1145/2851553.2851571","mag":"2316057888"},"language":"en","primary_location":{"id":"doi:10.1145/2851553.2851571","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2851571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.uchile.cl/handle/2250/152651","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012543398","display_name":"Juan Pablo Sandoval Alcocer","orcid":"https://orcid.org/0000-0002-8335-4351"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Juan Pablo Sandoval Alcocer","raw_affiliation_strings":["University of Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085675866","display_name":"Alexandre Bergel","orcid":"https://orcid.org/0000-0001-8087-1903"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Alexandre Bergel","raw_affiliation_strings":["University of Chile, Santiago, Chile"],"affiliations":[{"raw_affiliation_string":"University of Chile, Santiago, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100703246","display_name":"Marco T\u00falio Valente","orcid":"https://orcid.org/0000-0002-8180-7548"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marco Tulio Valente","raw_affiliation_strings":["Federal University of Minas Gerais, Belo Horizonte, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012543398"],"corresponding_institution_ids":["https://openalex.org/I69737025"],"apc_list":null,"apc_paid":null,"fwci":4.9221,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.9528948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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":0.9994000196456909,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9993000030517578,"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":0.81002277135849},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.7466628551483154},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6906487345695496},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.6071923971176147},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.5829582810401917},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.579067587852478},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5448075532913208},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.4771544337272644},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45768940448760986},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.4437465965747833},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.44111666083335876},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4379798471927643},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3220987617969513},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.22797584533691406},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.18385478854179382},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1746577024459839}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.81002277135849},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.7466628551483154},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6906487345695496},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.6071923971176147},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.5829582810401917},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.579067587852478},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5448075532913208},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.4771544337272644},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45768940448760986},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.4437465965747833},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.44111666083335876},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4379798471927643},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3220987617969513},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.22797584533691406},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.18385478854179382},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1746577024459839},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2851553.2851571","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2851571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/152651","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/152651","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Cap\u00edtulo de libro"},{"id":"pmh:oai:zenodo.org:45325","is_oa":true,"landing_page_url":"https://zenodo.org/record/45325","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:repositorio.uchile.cl:2250/152651","is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/152651","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Cap\u00edtulo de libro"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W101609324","https://openalex.org/W156130389","https://openalex.org/W189400735","https://openalex.org/W1423289960","https://openalex.org/W1505489038","https://openalex.org/W1564363189","https://openalex.org/W1842503650","https://openalex.org/W1965377045","https://openalex.org/W1984135560","https://openalex.org/W2046440499","https://openalex.org/W2060328587","https://openalex.org/W2067258447","https://openalex.org/W2074770709","https://openalex.org/W2074933894","https://openalex.org/W2076285066","https://openalex.org/W2087515886","https://openalex.org/W2099137702","https://openalex.org/W2115380655","https://openalex.org/W2120563984","https://openalex.org/W2125341657","https://openalex.org/W2130655713","https://openalex.org/W2136799754","https://openalex.org/W2141168367","https://openalex.org/W2143232930","https://openalex.org/W2145458045","https://openalex.org/W2148189947","https://openalex.org/W2155246571","https://openalex.org/W2157662360","https://openalex.org/W2159614205","https://openalex.org/W2159682002","https://openalex.org/W2170198454","https://openalex.org/W3003877692","https://openalex.org/W3151686641","https://openalex.org/W4247524137"],"related_works":["https://openalex.org/W4367365664","https://openalex.org/W4293227618","https://openalex.org/W2136634148","https://openalex.org/W3122851392","https://openalex.org/W3122800671","https://openalex.org/W4250708772","https://openalex.org/W4288862737","https://openalex.org/W2129713739","https://openalex.org/W2399881321","https://openalex.org/W2820017388"],"abstract_inverted_index":{"Source":[0],"code":[1,35,54,84],"changes":[2,36,55],"may":[3],"inadvertently":[4],"introduce":[5],"performance":[6,17,38,59,78,112],"regressions.":[7,18],"Benchmarking":[8],"each":[9],"software":[10,43,74],"version":[11],"is":[12,24,105],"traditionally":[13],"employed":[14],"to":[15,26,57,70,107],"identify":[16,108],"Although":[19],"effective,":[20],"this":[21],"exhaustive":[22],"approach":[23],"hard":[25],"carry":[27],"out":[28],"in":[29],"practice.":[30],"This":[31],"paper":[32],"contrasts":[33],"source":[34,48,53,83],"against":[37],"variations.":[39],"By":[40,93],"analyzing":[41,81],"1,288":[42],"versions":[44],"from":[45],"17":[46],"open":[47],"projects,":[49],"we":[50],"identified":[51],"10":[52],"leading":[56],"a":[58,67,73,77,90],"variation":[60,79],"(improvement":[61],"or":[62],"regression).":[63],"We":[64],"have":[65],"produced":[66],"cost":[68],"model":[69,104],"infer":[71],"whether":[72],"commit":[75],"introduces":[76],"by":[80],"the":[82,87,95,101,111,120],"and":[85,117],"sampling":[86],"execution":[88,96],"of":[89,97,100,110,119],"few":[91],"versions.":[92],"profiling":[94],"only":[98],"17%":[99],"versions,":[102],"our":[103],"able":[106],"83%":[109],"regressions":[113,121],"greater":[114,122],"than":[115,123],"5%":[116],"100%":[118],"50%.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}