{"id":"https://openalex.org/W2288664677","doi":"https://doi.org/10.1109/iwqos.2015.7404741","title":"A methodology for root-cause analysis in component based systems","display_name":"A methodology for root-cause analysis in component based systems","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2288664677","doi":"https://doi.org/10.1109/iwqos.2015.7404741","mag":"2288664677"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2015.7404741","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5002889063","display_name":"Kui Wang","orcid":"https://orcid.org/0000-0002-9654-295X"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kui Wang","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001203568","display_name":"Carol Fung","orcid":"https://orcid.org/0000-0001-5726-4371"},"institutions":[{"id":"https://openalex.org/I184840846","display_name":"Virginia Commonwealth University","ror":"https://ror.org/02nkdxk79","country_code":"US","type":"education","lineage":["https://openalex.org/I184840846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carol Fung","raw_affiliation_strings":["Virginia Commonwealth University, Richmond, VA, US"],"affiliations":[{"raw_affiliation_string":"Virginia Commonwealth University, Richmond, VA, US","institution_ids":["https://openalex.org/I184840846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018268258","display_name":"Chao Ding","orcid":"https://orcid.org/0000-0001-6008-7863"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Ding","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077599181","display_name":"Polo Pei","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Polo Pei","raw_affiliation_strings":["Tencent Corporation, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent Corporation, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061624006","display_name":"Shaohan Huang","orcid":"https://orcid.org/0000-0003-4324-6337"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohan Huang","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074183877","display_name":"Zhongzhi Luan","orcid":"https://orcid.org/0000-0002-7186-0556"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongzhi Luan","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079362609","display_name":"Depei Qian","orcid":"https://orcid.org/0000-0002-5382-1473"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Depei Qian","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.899,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":12,"citation_normalized_percentile":{"value":0.85696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"248"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998,"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":0.9998,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9976,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9919,"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/anomaly","display_name":"Anomaly (physics)","score":0.74115676},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root Cause Analysis","score":0.69688076},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.63481706},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5169858},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.47494864}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7731237},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.74115676},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.7318633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7192286},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.69688076},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.63481706},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.54608816},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5233502},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5169858},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.47494864},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45222148},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4453008},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34866464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16710067},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2015.7404741","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W1556616930","https://openalex.org/W1608194207","https://openalex.org/W1788348632","https://openalex.org/W1964274671","https://openalex.org/W2023848271","https://openalex.org/W2041540671","https://openalex.org/W2049298676","https://openalex.org/W2068383400","https://openalex.org/W2110296776","https://openalex.org/W2120681761","https://openalex.org/W2146606092","https://openalex.org/W2147694185","https://openalex.org/W2154095058","https://openalex.org/W46959185"],"related_works":["https://openalex.org/W4280640835","https://openalex.org/W4255366506","https://openalex.org/W4230900947","https://openalex.org/W4230518569","https://openalex.org/W2885334669","https://openalex.org/W2535098331","https://openalex.org/W2202104725","https://openalex.org/W2111856191","https://openalex.org/W2056250485","https://openalex.org/W2030594396"],"abstract_inverted_index":{"In":[0,93],"component":[1],"based":[2,58,71,135,144],"enterprise":[3,147],"systems,":[4],"anomaly":[5,20,43,115,137],"detectors":[6],"are":[7,22,26,57,65,69,112],"commonly":[8],"deployed":[9],"on":[10,15,59,72,124,136,145],"application-level":[11,110],"components,":[12],"but":[13],"not":[14,85],"lower-level":[16],"functional":[17,125],"components.":[18],"When":[19],"alarms":[21,44],"triggered,":[23],"system":[24,148],"managers":[25],"expected":[27],"to":[28,35,48,89,188],"handle":[29,49],"them":[30,46],"in":[31],"a":[32,99,174],"timely":[33],"manner":[34],"avoid":[36],"cascading":[37],"failures.":[38],"Excessive":[39],"large":[40],"volume":[41],"of":[42,76,170,177],"makes":[45],"impractical":[47],"manually.":[50],"Most":[51],"existing":[52],"root":[53,100,168],"cause":[54,101],"analysis":[55,68,102],"methods":[56],"the":[60,73,77,120,141,167,182,189],"assumption":[61],"that":[62,104,160],"all":[63],"components":[64,111,121,126],"monitored":[66,113],"and":[67,91,127,150,181],"performed":[70],"time":[74],"correlation":[75],"generated":[78],"alarms.":[79],"However,":[80],"full":[81],"monitoring":[82],"coverage":[83],"may":[84],"be":[86],"practical":[87],"due":[88],"cost":[90],"complexity.":[92],"this":[94],"paper,":[95],"we":[96],"present":[97],"RCSF,":[98],"method":[103,118,143,163],"targets":[105],"at":[106],"systems":[107],"where":[108],"only":[109],"by":[114,172],"detectors.":[116],"The":[117],"analyzes":[119],"performance":[122,183],"log":[123],"seek":[128],"for":[129],"most":[130,178],"probable":[131,179],"fault":[132],"propagation":[133],"sequences":[134],"analysis.":[138],"We":[139],"evaluate":[140],"RCSF":[142],"real":[146],"data":[149],"compare":[151],"it":[152],"with":[153],"some":[154],"baseline":[155,190],"methods.":[156,191],"Experimental":[157],"results":[158],"show":[159],"our":[161],"proposed":[162],"can":[164],"effectively":[165],"anchor":[166],"causes":[169],"failures":[171],"providing":[173],"short":[175],"list":[176],"causes,":[180],"is":[184],"significantly":[185],"improved":[186],"compared":[187]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2288664677","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2024-12-11T15:08:48.451512","created_date":"2016-06-24"}