{"id":"https://openalex.org/W2169597130","doi":"https://doi.org/10.1109/icdew.2007.4401026","title":"Automatically Identifying Known Software Problems","display_name":"Automatically Identifying Known Software Problems","publication_year":2007,"publication_date":"2007-04-01","ids":{"openalex":"https://openalex.org/W2169597130","doi":"https://doi.org/10.1109/icdew.2007.4401026","mag":"2169597130"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2007.4401026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2007.4401026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 23rd International Conference on Data Engineering Workshop","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/A5016869559","display_name":"Natwar Modani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Natwar Modani","raw_affiliation_strings":["IBM Haifa Research Laboratory, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Haifa Research Laboratory, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109448343","display_name":"Rajeev Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeev Gupta","raw_affiliation_strings":["IBM Haifa Research Laboratory, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Haifa Research Laboratory, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009419818","display_name":"Guy M. Lohman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guy Lohman","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA","IBM Almaden Research Center, San Jose, CA, USA. lohman@almaden.ibm.com"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA. lohman@almaden.ibm.com","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057284370","display_name":"Tanveer Syeda-Mahmood","orcid":"https://orcid.org/0000-0003-0059-3208"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanveer Syeda-Mahmood","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA","IBM Almaden Research Center, San Jose, CA, USA. stf@almaden.ibm.com"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA. stf@almaden.ibm.com","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001111744","display_name":"Laurent Mignet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103279","display_name":"IBM Research - India","ror":"https://ror.org/014wt7r80","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210103279","https://openalex.org/I4210114115"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Laurent Mignet","raw_affiliation_strings":["IBM Haifa Research Laboratory, New Delhi, India"],"affiliations":[{"raw_affiliation_string":"IBM Haifa Research Laboratory, New Delhi, India","institution_ids":["https://openalex.org/I4210103279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016869559"],"corresponding_institution_ids":["https://openalex.org/I4210103279"],"apc_list":null,"apc_paid":null,"fwci":1.6595,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.89962654,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"433","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":0.9994999766349792,"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":0.9988999962806702,"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":0.823539137840271},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6607686281204224},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6381729245185852},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.578708827495575},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.5577170848846436},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5360128879547119},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4578399360179901},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44629228115081787},{"id":"https://openalex.org/keywords/pattern-matching","display_name":"Pattern matching","score":0.43962612748146057},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4385630488395691},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36898839473724365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2969106137752533},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17416897416114807},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16697591543197632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.823539137840271},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6607686281204224},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6381729245185852},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.578708827495575},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5577170848846436},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5360128879547119},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4578399360179901},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44629228115081787},{"id":"https://openalex.org/C68859911","wikidata":"https://www.wikidata.org/wiki/Q1503724","display_name":"Pattern matching","level":2,"score":0.43962612748146057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4385630488395691},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36898839473724365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2969106137752533},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17416897416114807},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16697591543197632},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdew.2007.4401026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2007.4401026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 23rd International Conference on Data Engineering Workshop","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.419.1860","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.419.1860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ccs.njit.edu/inst/source/06SMDS06.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W32412970","https://openalex.org/W119826989","https://openalex.org/W1484435918","https://openalex.org/W1647671624","https://openalex.org/W1975101106","https://openalex.org/W2055043387","https://openalex.org/W2063473896","https://openalex.org/W2127176799","https://openalex.org/W2162399935","https://openalex.org/W2167332015","https://openalex.org/W4236236547","https://openalex.org/W4285719527","https://openalex.org/W6604856847","https://openalex.org/W6629116644","https://openalex.org/W6636915900"],"related_works":["https://openalex.org/W3024364549","https://openalex.org/W4206019083","https://openalex.org/W2048865712","https://openalex.org/W1976265003","https://openalex.org/W2370378377","https://openalex.org/W4237510188","https://openalex.org/W2130160813","https://openalex.org/W2054476758","https://openalex.org/W2350613701","https://openalex.org/W2113265763"],"abstract_inverted_index":{"Re-occurrence":[0],"of":[1,17,26,50,54,77,80,110,117,146],"the":[2,15,78,108,115,131,155],"same":[3],"problem":[4,20,128],"is":[5],"very":[6],"common":[7],"in":[8,23,174],"many":[9],"large":[10],"software":[11],"products.":[12],"By":[13],"matching":[14,70,170],"symptoms":[16,49],"a":[18,24,51,74,100],"new":[19,101,141],"to":[21,104,107],"those":[22,95],"database":[25],"known":[27,111],"problems,":[28,55,112],"automated":[29],"diagnosis":[30],"and":[31,59,63,68,89,136,144,157,180],"even":[32],"self-healing":[33],"for":[34,66],"re-occurrences":[35],"can":[36,171],"be":[37,172],"(partially)":[38],"realized.":[39],"This":[40],"paper":[41],"exploits":[42],"function":[43,82,150],"call":[44,71,123,163],"stacks":[45,72,124],"as":[46,152,154],"highly":[47],"structured":[48],"certain":[52],"class":[53],"including":[56],"crashes,":[57],"hangs,":[58],"traps.":[60],"We":[61,97,165],"propose":[62],"evaluate":[64],"algorithms":[65,143],"efficiently":[67],"accurately":[69],"by":[73,161],"weighted":[75],"metric":[76],"similarity":[79],"their":[81],"names,":[83,151],"after":[84],"first":[85],"removing":[86],"redundant":[87,149],"recursion":[88],"uninformative":[90,147],"(poor":[91],"discriminator)":[92],"functions":[93],"from":[94,125,139],"stacks.":[96],"also":[98,166],"describe":[99],"indexing":[102,162],"scheme":[103],"speed":[105],"queries":[106],"repository":[109],"without":[113],"compromising":[114],"quality":[116],"matches":[118],"returned.":[119],"Experiments":[120],"conducted":[121],"using":[122],"actual":[126],"product":[127],"reports":[129],"demonstrate":[130],"improved":[132],"accuracy":[133],"(both":[134],"precision":[135],"recall)":[137],"resulting":[138],"our":[140],"stack-matching":[142],"removal":[145],"or":[148],"well":[153],"performance":[156],"scalability":[158],"improvements":[159],"realized":[160],"slacks.":[164],"discuss":[167],"how":[168],"call-stack":[169],"used":[173],"both":[175],"self-managing":[176],"(or":[177],"autonomic":[178],"systems)":[179],"human":[181],"\"help":[182],"desk\"":[183],"applications.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
