{"id":"https://openalex.org/W2110498832","doi":"https://doi.org/10.1145/1342211.1342216","title":"Predicting faults from cached history","display_name":"Predicting faults from cached history","publication_year":2008,"publication_date":"2008-02-19","ids":{"openalex":"https://openalex.org/W2110498832","doi":"https://doi.org/10.1145/1342211.1342216","mag":"2110498832"},"language":"en","primary_location":{"id":"doi:10.1145/1342211.1342216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1342211.1342216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st India software engineering conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100695695","display_name":"Sunghun Kim","orcid":"https://orcid.org/0000-0001-6530-8733"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunghun Kim","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA","Massachusetts Institute of Technology, Cambridge, MA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA,","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061605447","display_name":"Thomas Zimmermann","orcid":"https://orcid.org/0000-0003-4905-1469"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Zimmermann","raw_affiliation_strings":["Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089970457","display_name":"E. James Whitehead","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. James Whitehead","raw_affiliation_strings":["University of California, Santa Cruz, CA","University of California, Santa Cruz, CA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Santa Cruz, CA","institution_ids":["https://openalex.org/I185103710"]},{"raw_affiliation_string":"University of California, Santa Cruz, CA#TAB#","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051672229","display_name":"Andreas Zeller","orcid":"https://orcid.org/0000-0003-4719-8803"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Zeller","raw_affiliation_strings":["Saarland University, Saarbr\u00fccken, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saarland University, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0916,"has_fulltext":false,"cited_by_count":94,"citation_normalized_percentile":{"value":0.96769965,"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":"15","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9995999932289124,"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":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7937232255935669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7349241971969604},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5748295187950134},{"id":"https://openalex.org/keywords/fault-model","display_name":"Fault model","score":0.49333491921424866},{"id":"https://openalex.org/keywords/cache-algorithms","display_name":"Cache algorithms","score":0.4793056547641754},{"id":"https://openalex.org/keywords/software-fault-tolerance","display_name":"Software fault tolerance","score":0.4638543128967285},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.43063411116600037},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4179961085319519},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3642401099205017},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.354079008102417},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34535878896713257},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3228594958782196},{"id":"https://openalex.org/keywords/cpu-cache","display_name":"CPU cache","score":0.27349045872688293},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.16539648175239563},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13289684057235718},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12597358226776123},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.08937183022499084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08341002464294434}],"concepts":[{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7937232255935669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7349241971969604},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5748295187950134},{"id":"https://openalex.org/C167391956","wikidata":"https://www.wikidata.org/wiki/Q1401211","display_name":"Fault model","level":3,"score":0.49333491921424866},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.4793056547641754},{"id":"https://openalex.org/C50712370","wikidata":"https://www.wikidata.org/wiki/Q4269346","display_name":"Software fault tolerance","level":3,"score":0.4638543128967285},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43063411116600037},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4179961085319519},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3642401099205017},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.354079008102417},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34535878896713257},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3228594958782196},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"score":0.27349045872688293},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.16539648175239563},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13289684057235718},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12597358226776123},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.08937183022499084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08341002464294434},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1342211.1342216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1342211.1342216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st India software engineering conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.118.5039","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.118.5039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.wm.edu/~coppit/other-papers/048_Predicting_Faults_from_Cached_History.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.143.127","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://thomas-zimmermann.com/publications/files/kim-icse-2007.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.76.4245","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.4245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.soe.ucsc.edu/~ejw/papers/Kim-Predicting.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.830.454","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.830.454","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.cse.ust.hk/%7Ehunkim/images/3/37/Papers_kim_2007_bugcache.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.41999998688697815,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2031173804","https://openalex.org/W2041820064","https://openalex.org/W2009566782","https://openalex.org/W2147511796","https://openalex.org/W2803610590","https://openalex.org/W1524955365","https://openalex.org/W2100901045","https://openalex.org/W2509523906","https://openalex.org/W2114386333","https://openalex.org/W2138965869"],"abstract_inverted_index":{"We":[0],"analyze":[1],"the":[2,11,49,58,66,77,80,103,123,128,142,145],"version":[3],"history":[4],"of":[5,33,51,113,127,137,144],"7":[6],"software":[7],"systems":[8],"to":[9,44],"predict":[10],"most":[12,104],"fault":[13,83,105],"prone":[14,106],"entities":[15],"and":[16,71,99],"files.":[17],"The":[18],"basic":[19],"assumption":[20],"is":[21,84,94],"that":[22,41],"faults":[23],"do":[24],"not":[25],"occur":[26],"in":[27,31],"isolation,":[28],"but":[29],"rather":[30],"bursts":[32],"several":[34],"related":[35],"faults.":[36],"Therefore,":[37],"we":[38,56],"cache":[39,57,78,124],"locations":[40,62],"are":[42],"likely":[43,90],"have":[45],"faults:":[46],"starting":[47],"from":[48],"location":[50,59],"a":[52,82,86],"known":[53],"(fixed)":[54],"fault,":[55,67],"itself,":[60],"any":[61],"changed":[63,73],"together":[64],"with":[65,118],"recently":[68,72],"added":[69],"locations,":[70],"locations.":[74,92],"By":[75],"consulting":[76],"at":[79],"moment":[81],"fixed,":[85],"developer":[87],"can":[88],"detect":[89],"fault-prone":[91],"This":[93],"useful":[95],"for":[96,135],"prioritizing":[97],"verification":[98],"validation":[100],"resources":[101],"on":[102],"files":[107,133],"or":[108],"entities.":[109],"In":[110],"our":[111],"evaluation":[112],"seven":[114],"open":[115],"source":[116,129],"projects":[117],"more":[119],"than":[120],"200,000":[121],"revisions,":[122],"selects":[125],"10%":[126],"code":[130],"files;":[131],"these":[132],"account":[134],"73%-95%":[136],"faults--a":[138],"significant":[139],"advance":[140],"beyond":[141],"state":[143],"art":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":10}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
