{"id":"https://openalex.org/W2172012155","doi":"https://doi.org/10.1109/noms.2010.5488459","title":"Identifying symptoms of recurrent faults in log files of distributed information systems","display_name":"Identifying symptoms of recurrent faults in log files of distributed information systems","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2172012155","doi":"https://doi.org/10.1109/noms.2010.5488459","mag":"2172012155"},"language":"en","primary_location":{"id":"doi:10.1109/noms.2010.5488459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2010.5488459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Network Operations and Management Symposium - NOMS 2010","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/A5001482605","display_name":"Thomas Reidemeister","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Reidemeister","raw_affiliation_strings":["Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088217022","display_name":"Mohammad A. Munawar","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad A. Munawar","raw_affiliation_strings":["Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113917771","display_name":"Paul A. S. Ward","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paul A.S. Ward","raw_affiliation_strings":["Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shoshin Distributed Systems Group, E&CE Department, University of Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":1.4669,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.82763903,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"194"},"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/T10260","display_name":"Software Engineering Research","score":0.991100013256073,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9897000193595886,"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":0.7611114978790283},{"id":"https://openalex.org/keywords/downtime","display_name":"Downtime","score":0.742558479309082},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6625692248344421},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49659591913223267},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4963458180427551},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.473215252161026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4014148712158203},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3583914637565613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3199796676635742},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09508916735649109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7611114978790283},{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.742558479309082},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6625692248344421},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49659591913223267},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4963458180427551},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.473215252161026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4014148712158203},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3583914637565613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3199796676635742},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09508916735649109},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms.2010.5488459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms.2010.5488459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE Network Operations and Management Symposium - NOMS 2010","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W135621451","https://openalex.org/W164902916","https://openalex.org/W195884107","https://openalex.org/W1570448133","https://openalex.org/W1647671624","https://openalex.org/W1661413208","https://openalex.org/W1669201668","https://openalex.org/W1965626898","https://openalex.org/W1978394996","https://openalex.org/W2023848271","https://openalex.org/W2050759137","https://openalex.org/W2063473896","https://openalex.org/W2105454049","https://openalex.org/W2107263349","https://openalex.org/W2111410817","https://openalex.org/W2125055259","https://openalex.org/W2136159049","https://openalex.org/W2143220335","https://openalex.org/W2143522309","https://openalex.org/W2145071552","https://openalex.org/W2145864256","https://openalex.org/W2154306155","https://openalex.org/W2158907675","https://openalex.org/W2161415693","https://openalex.org/W2164405010","https://openalex.org/W6605488818","https://openalex.org/W6606699393","https://openalex.org/W6608015075","https://openalex.org/W6634094483","https://openalex.org/W6636915900","https://openalex.org/W6636979429","https://openalex.org/W6637432001","https://openalex.org/W6680785567"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2892741875","https://openalex.org/W2164372000","https://openalex.org/W2078264086","https://openalex.org/W2109143577","https://openalex.org/W1985537075","https://openalex.org/W2161582432","https://openalex.org/W1972812226","https://openalex.org/W187383352"],"abstract_inverted_index":{"The":[0,16],"manual":[1,42],"process":[2,43],"to":[3,48,110,118,130,143,149],"identifying":[4],"causes":[5],"of":[6,25,32,53,66,88,102,114,152],"failure":[7],"in":[8,46,69],"distributed":[9],"information":[10,103],"systems":[11,71],"is":[12,19,44],"difficult":[13],"and":[14,23,28,58,138,146],"time-consuming.":[15],"underlying":[17],"reason":[18],"the":[20,29,50,67,86,100,112],"large":[21,64],"size":[22],"complexity":[24],"these":[26,70,89,141],"systems,":[27],"vast":[30],"amount":[31],"monitoring":[33],"data":[34],"they":[35],"generate.":[36],"Despite":[37],"its":[38],"high":[39],"cost,":[40],"this":[41,92],"necessary":[45],"order":[47],"avoid":[49],"detrimental":[51],"consequences":[52],"system":[54],"downtime.":[55],"Several":[56],"studies":[57],"operator":[59],"practice":[60],"suggest":[61],"that":[62],"a":[63,128],"fraction":[65],"failures":[68,119],"are":[72],"caused":[73,120],"by":[74,84,121],"recurrent":[75,153],"faults.":[76,90,123],"Therefore,":[77],"significant":[78],"efficiency":[79],"gains":[80],"can":[81],"be":[82],"achieved":[83],"automating":[85],"identification":[87],"In":[91,124],"work":[93],"we":[94,126,139],"present":[95,127],"methods,":[96],"which":[97],"draw":[98],"from":[99,134],"areas":[101],"retrieval":[104],"as":[105,107],"well":[106],"machine":[108],"learning,":[109],"automate":[111],"task":[113],"infering":[115],"symptoms":[116,151],"pertinent":[117],"specific":[122],"particular,":[125],"method":[129],"infer":[131],"message":[132],"types":[133,142],"plain-text":[135],"log":[136],"messages,":[137],"leverage":[140],"train":[144],"classifiers":[145],"extract":[147],"rules":[148],"identify":[150],"faults":[154],"automatically.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
