{"id":"https://openalex.org/W2039114257","doi":"https://doi.org/10.1109/msr.2013.6624054","title":"Contextual analysis of program logs for understanding system behaviors","display_name":"Contextual analysis of program logs for understanding system behaviors","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2039114257","doi":"https://doi.org/10.1109/msr.2013.6624054","mag":"2039114257"},"language":"en","primary_location":{"id":"doi:10.1109/msr.2013.6624054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2013.6624054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th Working Conference on Mining Software Repositories (MSR)","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/A5086820941","display_name":"Qiang Fu","orcid":"https://orcid.org/0000-0002-5821-7267"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Fu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025118710","display_name":"Jian\u2013Guang Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Guang Lou","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088646345","display_name":"Qingwei Lin","orcid":"https://orcid.org/0000-0003-2559-2383"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingwei Lin","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102930678","display_name":"Rui Ding","orcid":"https://orcid.org/0000-0001-8342-7875"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ding","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331488","display_name":"Dongmei Zhang","orcid":"https://orcid.org/0000-0002-9230-2799"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Zhang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","Microsoft research Asia, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048118068","display_name":"Tao Xie","orcid":"https://orcid.org/0000-0002-6731-216X"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Xie","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, NC, USA","Dept. of Comput. Sci., North Carolina State Univ., Raleigh, NC, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, NC, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"Dept. of Comput. Sci., North Carolina State Univ., Raleigh, NC, USA#TAB#","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6099,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.83754559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"400"},"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":0.9902999997138977,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9833999872207642,"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":0.8299010992050171},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.5811765789985657},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4854500889778137},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.40065479278564453},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.260939359664917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8299010992050171},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.5811765789985657},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4854500889778137},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.40065479278564453},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.260939359664917}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/msr.2013.6624054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/msr.2013.6624054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th Working Conference on Mining Software Repositories (MSR)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.715.7672","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.715.7672","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://taoxie.cs.illinois.edu/publications/msr13-log.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2053352009","https://openalex.org/W2102632804","https://openalex.org/W2161086411","https://openalex.org/W2396903734","https://openalex.org/W4383212485"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2367207301","https://openalex.org/W2164098295","https://openalex.org/W4294754599","https://openalex.org/W2118743872","https://openalex.org/W2039681720"],"abstract_inverted_index":{"Understanding":[0],"the":[1,24,38,42,112,125,140,161,192],"behaviors":[2,181],"of":[3,27,47,77,100,124,142,194],"a":[4,28,71,82,98,152,174],"software":[5,48,175,200],"system":[6,13,29,34,39,55,60,78,101,170,187],"is":[7,30],"very":[8],"important":[9],"for":[10,54,74,80],"performing":[11],"daily":[12],"maintenance":[14],"tasks.":[15],"In":[16,85],"practice,":[17],"one":[18],"way":[19],"to":[20,31,57,92,107,120,157,172],"gain":[21],"knowledge":[22],"about":[23],"runtime":[25,177],"behavior":[26],"manually":[32,58],"analyze":[33,59],"logs":[35,79,145],"collected":[36],"during":[37,182],"executions.":[40],"With":[41],"increasing":[43],"scale":[44],"and":[45,103,165,180,203],"complexity":[46],"systems,":[49],"it":[50],"has":[51],"become":[52],"challenging":[53],"operators":[56,171],"logs.":[61,114],"To":[62],"address":[63],"these":[64,129],"challenges,":[65],"in":[66],"this":[67],"paper,":[68],"we":[69,87],"propose":[70,104],"new":[72],"approach":[73,133,196],"contextual":[75,137],"analysis":[76],"understanding":[81],"system's":[83,176],"behaviors.":[84],"particular,":[86],"first":[88],"use":[89],"execution":[90,94,109,117,122,130,178],"patterns":[91,110,118],"represent":[93],"structures":[95],"reflected":[96],"by":[97,160],"sequence":[99],"logs,":[102],"an":[105],"algorithm":[106],"mine":[108],"from":[111],"program":[113,144],"The":[115,163],"mined":[116],"correspond":[119],"different":[121],"paths":[123],"system.":[126,162],"Based":[127],"on":[128],"patterns,":[131],"our":[132,195],"further":[134],"learns":[135],"essential":[136],"factors":[138],"(e.g.,":[139],"occurrences":[141],"specific":[143,147,153],"with":[146],"parameter":[148],"values)":[149],"that":[150],"cause":[151],"branch":[154],"or":[155],"path":[156],"be":[158],"executed":[159],"mining":[164],"learning":[166],"results":[167],"can":[168],"help":[169],"understand":[173],"logic":[179],"various":[183],"tasks":[184],"such":[185],"as":[186],"problem":[188],"diagnosis.":[189],"We":[190],"demonstrate":[191],"feasibility":[193],"upon":[197],"two":[198],"real-world":[199],"systems":[201],"(Hadoop":[202],"Ethereal).":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}