{"id":"https://openalex.org/W3097285881","doi":"https://doi.org/10.1109/icnsc48988.2020.9238084","title":"Root Cause Analysis of Concurrent Alarms Based on Random Walk over Anomaly Propagation Graph","display_name":"Root Cause Analysis of Concurrent Alarms Based on Random Walk over Anomaly Propagation Graph","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3097285881","doi":"https://doi.org/10.1109/icnsc48988.2020.9238084","mag":"3097285881"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc48988.2020.9238084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc48988.2020.9238084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Networking, Sensing and Control (ICNSC)","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/A5100758904","display_name":"Lingyu Zhang","orcid":"https://orcid.org/0000-0002-8109-1033"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyu Zhang","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041797259","display_name":"Jiabao Zhao","orcid":"https://orcid.org/0000-0002-2186-3177"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabao Zhao","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100402952","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0002-8230-300X"},"institutions":[{"id":"https://openalex.org/I4210166367","display_name":"Nanjing Institute of Agricultural Mechanization","ror":"https://ror.org/05xgaq910","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987","https://openalex.org/I4210166367"]},{"id":"https://openalex.org/I4210151987","display_name":"Ministry of Agriculture and Rural Affairs","ror":"https://ror.org/05ckt8b96","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["Ministry of Agriculture and Rural Affairs Nanjing Institute of Agricultural Mechanization, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Agriculture and Rural Affairs Nanjing Institute of Agricultural Mechanization, Nanjing, China","institution_ids":["https://openalex.org/I4210166367","https://openalex.org/I4210151987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100758904"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":0.4625,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67613884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9987000226974487,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.734148383140564},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.610034704208374},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.559873640537262},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5436900854110718},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5076059103012085},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4966586232185364},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4791907072067261},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.47694292664527893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4563799500465393},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4191593527793884},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.4189181327819824},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37394189834594727},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3580498695373535},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32321906089782715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14845013618469238},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14142635464668274},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.08980950713157654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.734148383140564},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.610034704208374},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.559873640537262},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5436900854110718},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5076059103012085},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4966586232185364},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4791907072067261},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.47694292664527893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4563799500465393},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4191593527793884},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.4189181327819824},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37394189834594727},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3580498695373535},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32321906089782715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14845013618469238},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14142635464668274},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.08980950713157654},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/icnsc48988.2020.9238084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc48988.2020.9238084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G2172947564","display_name":null,"funder_award_id":"71732003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5078422264","display_name":null,"funder_award_id":"2016YFD0702100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1997396153","https://openalex.org/W2096188852","https://openalex.org/W2162370593","https://openalex.org/W2461433156","https://openalex.org/W2502136739","https://openalex.org/W2809578751","https://openalex.org/W2955627540","https://openalex.org/W2964012106","https://openalex.org/W3006026125"],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2535098331","https://openalex.org/W4280640835","https://openalex.org/W2885334669","https://openalex.org/W2202104725","https://openalex.org/W2354546531","https://openalex.org/W2068689476","https://openalex.org/W4242664608","https://openalex.org/W4255366506","https://openalex.org/W2611874565"],"abstract_inverted_index":{"With":[0],"the":[1,37,58,81,100],"development":[2],"of":[3,61,147],"Internet":[4],"technology,":[5],"IT":[6,148],"systems":[7],"are":[8,17],"getting":[9],"more":[10,12,136],"and":[11,27,45,55,90,98,115,123,126,141],"complex,":[13],"in":[14,36],"which":[15],"there":[16],"two":[18,85],"main":[19],"relationships":[20],"among":[21],"system":[22,76,139],"components:":[23],"service":[24],"call":[25,121],"relationship":[26],"deployment":[28],"configuration":[29],"relationship.":[30],"Once":[31],"a":[32],"local":[33],"anomaly":[34,71,95],"occurs":[35],"system,":[38],"it":[39,50],"tends":[40],"to":[41,53,93,129,138],"spread,":[42],"triggering":[43],"emergent":[44],"dense":[46],"concurrent":[47,62],"alarms.":[48,63],"Hence,":[49],"is":[51,127],"important":[52],"quickly":[54],"precisely":[56],"locate":[57,99],"root":[59,101,112],"cause":[60],"In":[64],"this":[65],"paper,":[66],"we":[67,83],"first":[68],"construct":[69],"an":[70],"propagation":[72,96],"graph":[73],"using":[74],"collected":[75],"data.":[77],"Then,":[78],"based":[79],"on":[80,144],"graph,":[82],"propose":[84],"optional":[86],"algorithms:":[87],"random":[88],"walk":[89],"state":[91],"iteration,":[92],"track":[94],"process":[97],"cause.":[102],"Simulation":[103],"experiments":[104],"demonstrate":[105],"that":[106],"our":[107],"proposed":[108,133],"method":[109,134],"can":[110],"localize":[111],"causes":[113],"correctly":[114],"rapidly":[116],"for":[117],"scenarios":[118],"with":[119],"complex":[120],"chains":[122],"resource":[124],"competition,":[125],"robust":[128],"alarm":[130],"error.":[131],"The":[132],"pays":[135],"attention":[137],"characteristics":[140],"depends":[142],"little":[143],"experience":[145],"knowledge":[146],"operators.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}