{"id":"https://openalex.org/W4381734462","doi":"https://doi.org/10.1109/noms56928.2023.10154309","title":"A-RCL: An Adaptive Incident Prediction and Automated Root Cause Localization System for Cloud Environment","display_name":"A-RCL: An Adaptive Incident Prediction and Automated Root Cause Localization System for Cloud Environment","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381734462","doi":"https://doi.org/10.1109/noms56928.2023.10154309"},"language":"en","primary_location":{"id":"doi:10.1109/noms56928.2023.10154309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","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/A5017408728","display_name":"Phuong Bac Ta","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Phuong Bac Ta","raw_affiliation_strings":["Sooongsil University,School of Electronic Engineering,Seoul,Korea","School of Electronic Engineering, Sooongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sooongsil University,School of Electronic Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"School of Electronic Engineering, Sooongsil University, Seoul, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092241934","display_name":"Phung Ha Duong","orcid":null},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Phung Ha Duong","raw_affiliation_strings":["Sooongsil University,School of Electronic Engineering,Seoul,Korea","School of Electronic Engineering, Sooongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sooongsil University,School of Electronic Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"School of Electronic Engineering, Sooongsil University, Seoul, Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101647167","display_name":"Younghan Kim","orcid":"https://orcid.org/0000-0002-1066-4818"},"institutions":[{"id":"https://openalex.org/I141371507","display_name":"Soongsil University","ror":"https://ror.org/017xnm587","country_code":"KR","type":"education","lineage":["https://openalex.org/I141371507"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Younghan Kim","raw_affiliation_strings":["Sooongsil University,School of Electronic Engineering,Seoul,Korea","School of Electronic Engineering, Sooongsil University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sooongsil University,School of Electronic Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I141371507"]},{"raw_affiliation_string":"School of Electronic Engineering, Sooongsil University, Seoul, Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I141371507"],"apc_list":null,"apc_paid":null,"fwci":0.3628,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42943023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9965000152587891,"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":0.9965000152587891,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996399998664856,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9957000017166138,"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/cloud-computing","display_name":"Cloud computing","score":0.9087014198303223},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.8495666980743408},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.8415243029594421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7479163408279419},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.7236437201499939},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.6442148089408875},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5332951545715332},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5135288834571838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4654358923435211},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.4279429614543915},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4121544063091278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37480098009109497},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3215567469596863},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.21648576855659485},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17063674330711365},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1424790620803833},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11244112253189087}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9087014198303223},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.8495666980743408},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.8415243029594421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7479163408279419},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.7236437201499939},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.6442148089408875},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5332951545715332},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5135288834571838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4654358923435211},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.4279429614543915},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4121544063091278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37480098009109497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3215567469596863},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.21648576855659485},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17063674330711365},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1424790620803833},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11244112253189087},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms56928.2023.10154309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154309","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2030594396","https://openalex.org/W2535098331","https://openalex.org/W3045668461","https://openalex.org/W4255366506","https://openalex.org/W2056250485","https://openalex.org/W2202104725","https://openalex.org/W2885334669","https://openalex.org/W2111856191","https://openalex.org/W4230518569","https://openalex.org/W4230900947"],"abstract_inverted_index":{"Cloud":[0],"system":[1,67,78,102],"is":[2,50],"becoming":[3],"increasingly":[4],"complex":[5],"to":[6,84],"accommodate":[7],"the":[8,44,86,101],"growth":[9],"of":[10,32,130],"cloud":[11,16,33,45,120],"services,":[12],"especially":[13],"in":[14,28,43,100,134],"private":[15,119],"environments.":[17],"In":[18,55],"a":[19,35,52,71,82,116],"mixed":[20],"environment":[21],"comprising":[22],"containerized":[23],"applications":[24],"over":[25],"virtual":[26],"machines":[27,31],"physical":[29],"host":[30],"infrastructure,":[34],"single":[36],"failure":[37],"may":[38],"simultaneously":[39],"cause":[40,65,88,108,139],"multiple":[41],"alarms":[42],"system.":[46],"Therefore,":[47],"root-cause":[48],"localization":[49,66],"still":[51],"daunting":[53],"task.":[54],"this":[56],"paper,":[57],"we":[58],"propose":[59],"an":[60],"automated":[61],"and":[62,76,104,112,132,137],"real-time":[63],"root":[64,87,107,138],"named":[68],"ARCL":[69],"with":[70],"multi-layer":[72],"approach":[73],"for":[74],"monitoring":[75],"localizing":[77],"incidents.":[79],"We":[80,110],"present":[81],"mechanism":[83],"locate":[85],"by":[89],"combining":[90],"predictive":[91],"methods":[92],"based":[93],"on":[94,115],"machine":[95],"learning,":[96],"which":[97],"cover":[98],"incidents":[99],"early":[103],"automatically":[105],"perform":[106],"identification.":[109],"implement":[111],"evaluate":[113],"A-RCL":[114,126],"comprehensive":[117],"real":[118],"testbed.":[121],"The":[122],"evaluation":[123],"demonstrates":[124],"that":[125],"achieved":[127],"high":[128],"accuracy":[129],"93,99%":[131],"98,12%":[133],"incident":[135],"prediction":[136],"localization,":[140],"respectively.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}