乐胖代购免代理版

{"id":"https://openalex.org/W3005725164","doi":"https://doi.org/10.1109/issre.2019.00015","title":"Generic and Robust Localization of Multi-dimensional Root Causes","display_name":"Generic and Robust Localization of Multi-dimensional Root Causes","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3005725164","doi":"https://doi.org/10.1109/issre.2019.00015","mag":"3005725164"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/issre.2019.00015","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/A5085631655","display_name":"Zeyan Li","orcid":"https://orcid.org/0000-0002-3529-5879"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"funder","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"funder","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zeyan Li","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist)","Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046419834","display_name":"Dan Pei","orcid":"https://orcid.org/0000-0002-5113-838X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"funder","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"funder","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Dan Pei","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist)","Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist)","institution_ids":["https://openalex.org/I29955533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029702606","display_name":"Chengyang Luo","orcid":"https://orcid.org/0000-0003-1833-5733"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"funder","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyang Luo","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103052603","display_name":"Yiwei Zhao","orcid":"https://orcid.org/0000-0002-2586-8311"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"funder","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Zhao","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027731066","display_name":"Yongqian Sun","orcid":"https://orcid.org/0000-0003-0266-7899"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"funder","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqian Sun","raw_affiliation_strings":["Nankai University"],"affiliations":[{"raw_affiliation_string":"Nankai University","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063543200","display_name":"Kaixin Sui","orcid":"https://orcid.org/0000-0003-4545-7621"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaixin Sui","raw_affiliation_strings":["BizSeer"],"affiliations":[{"raw_affiliation_string":"BizSeer","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071999287","display_name":"Xiping Wang","orcid":"https://orcid.org/0000-0002-8377-855X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"funder","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiping Wang","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693875","display_name":"Dapeng Liu","orcid":"https://orcid.org/0000-0002-8822-656X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dapeng Liu","raw_affiliation_strings":["BizSeer"],"affiliations":[{"raw_affiliation_string":"BizSeer","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053725216","display_name":"Xing Jin","orcid":"https://orcid.org/0000-0002-5343-0800"},"institutions":[{"id":"https://openalex.org/I874390226","display_name":"China Construction Bank","ror":"https://ror.org/00xkrw816","country_code":"CN","type":"other","lineage":["https://openalex.org/I874390226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Jin","raw_affiliation_strings":["China Construction Bank"],"affiliations":[{"raw_affiliation_string":"China Construction Bank","institution_ids":["https://openalex.org/I874390226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016337133","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0001-8260-3574"},"institutions":[{"id":"https://openalex.org/I874390226","display_name":"China Construction Bank","ror":"https://ror.org/00xkrw816","country_code":"CN","type":"other","lineage":["https://openalex.org/I874390226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["China Construction Bank"],"affiliations":[{"raw_affiliation_string":"China Construction Bank","institution_ids":["https://openalex.org/I874390226"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.54,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.927012,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"57"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9956,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9954,"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/root-cause-analysis","display_name":"Root Cause Analysis","score":0.66135216},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.65818346}],"concepts":[{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.76524544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71442866},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.66135216},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.65818346},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5777075},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.53997195},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.52433354},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43125784},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41664597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3844968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34848556},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.22524002},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11650881},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/issre.2019.00015","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":["https://openalex.org/W4393728799","https://openalex.org/W4393825804"],"versions":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1865437296","https://openalex.org/W1966266075","https://openalex.org/W1980931819","https://openalex.org/W2035363137","https://openalex.org/W2040366163","https://openalex.org/W2097749765","https://openalex.org/W2115303222","https://openalex.org/W2123439262","https://openalex.org/W2124165698","https://openalex.org/W2127577941","https://openalex.org/W2140190241","https://openalex.org/W2143522309","https://openalex.org/W2164099512","https://openalex.org/W2345006530","https://openalex.org/W2391120767","https://openalex.org/W2491573534","https://openalex.org/W2531749512","https://openalex.org/W2568753013","https://openalex.org/W2729350029","https://openalex.org/W2766764779","https://openalex.org/W2794090615","https://openalex.org/W2795948303","https://openalex.org/W2901543039","https://openalex.org/W2903614887","https://openalex.org/W2911727988","https://openalex.org/W2944981198","https://openalex.org/W2946491813","https://openalex.org/W2965838158","https://openalex.org/W3028340924","https://openalex.org/W3098957257","https://openalex.org/W4239383774"],"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":{"Operators":[0],"of":[1,193],"online":[2],"software":[3],"services":[4],"periodically":[5],"collect":[6],"various":[7],"measures":[8,65],"with":[9,73],"many":[10],"attributes.":[11],"When":[12],"a":[13,38,94,141,151],"measure":[14],"becomes":[15],"abnormal,":[16],"indicating":[17],"service":[18],"problems":[19],"such":[20],"as":[21],"reliability":[22],"degrade,":[23],"operators":[24],"would":[25],"like":[26],"to":[27,139],"rapidly":[28,174],"and":[29,96,122,132,148,153,161,175],"accurately":[30,176],"localize":[31,169],"the":[32,109,112,123,178,191],"root":[33,58,99,170],"cause":[34,59,100],"attribute":[35],"combinations":[36],"within":[37],"huge":[39],"multi-dimensional":[40,98],"search":[41,146],"space.":[42],"Unfortunately,":[43],"previous":[44,196],"approaches":[45,197],"are":[46],"not":[47,67,77],"generic":[48,95,152],"or":[49,87],"robust":[50,97,154],"in":[51,111,150,158],"that":[52,104,166,190],"they":[53],"all":[54,106],"suffer":[55],"from":[56],"impractical":[57],"assumptions,":[60],"handling":[61,70],"only":[62,71,207],"directly":[63],"collected":[64],"but":[66,76,80],"derived":[68],"ones,":[69,82],"anomalies":[72],"signicant":[74],"magnitudes":[75],"those":[78],"insignicant":[79],"important":[81],"requiring":[83],"manual":[84,180],"parameter":[85],"ne-tuning,":[86],"being":[88],"too":[89],"slow.":[90],"This":[91],"paper":[92],"proposes":[93],"localization":[101,204],"approach,":[102],"Squeeze,":[103],"overcomes":[105],"above":[107],"limitations,":[108],"first":[110],"literature.":[113],"Through":[114],"our":[115,127,183],"novel":[116],"bottom-up":[117],"then":[118],"top-down":[119],"searching":[120],"strategy":[121],"techniques":[124],"based":[125],"on":[126,186,200],"proposed":[128],"generalized":[129,133],"ripple":[130],"effect":[131],"potential":[134],"score,":[135],"Squeeze":[136,167,194],"is":[137,206],"able":[138],"reach":[140],"good":[142],"trade":[143],"off":[144],"between":[145],"speed":[147],"accuracy":[149],"manner.":[155],"Case":[156],"studies":[157],"several":[159],"banks":[160],"an":[162],"Internet":[163],"company":[164],"show":[165,189],"can":[168],"causes":[171],"much":[172],"more":[173],"than":[177],"traditional":[179],"analysis.":[181],"Furthermore,":[182],"extensive":[184],"experiments":[185],"semi-synthetic":[187],"datasets":[188],"F1-score":[192],"outperforms":[195],"by":[198],"0.4":[199],"average,":[201],"while":[202],"its":[203],"time":[205],"about":[208],"10":[209],"seconds.":[210]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3005725164","counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2025-04-21T03:28:28.813654","created_date":"2020-02-24"}