{"id":"https://openalex.org/W4366381321","doi":"https://doi.org/10.1145/3584376.3584534","title":"An Anomaly Detection Framework Based on Data Center Operation and Maintenance Data","display_name":"An Anomaly Detection Framework Based on Data Center Operation and Maintenance Data","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4366381321","doi":"https://doi.org/10.1145/3584376.3584534"},"language":"en","primary_location":{"id":"doi:10.1145/3584376.3584534","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3584376.3584534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence","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/A5026886866","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0001-8911-0799"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), China"],"raw_orcid":"https://orcid.org/0000-0001-8911-0799","affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088330268","display_name":"Jibin Wang","orcid":"https://orcid.org/0000-0002-6549-9522"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jibin Wang","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), China"],"raw_orcid":"https://orcid.org/0000-0002-6549-9522","affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Computer Networks, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037113732","display_name":"Shuwei Qin","orcid":"https://orcid.org/0000-0003-0776-6079"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuwei Qin","raw_affiliation_strings":["Shandong Intelligent Public Security Joint Innovation Center, Department of Public Security of Shandong Province, China"],"raw_orcid":"https://orcid.org/0000-0003-0776-6079","affiliations":[{"raw_affiliation_string":"Shandong Intelligent Public Security Joint Innovation Center, Department of Public Security of Shandong Province, China","institution_ids":["https://openalex.org/I1302611135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.991599977016449,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.991100013256073,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7688194513320923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7460952997207642},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6679500341415405},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6214504837989807},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5203063488006592},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4968090355396271},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4618225693702698},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.46007615327835083},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4589231610298157},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4559297263622284},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4542574882507324},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42006444931030273},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36847737431526184},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2764362096786499},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22401633858680725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21858125925064087},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13727858662605286},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.097095787525177}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7688194513320923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7460952997207642},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6679500341415405},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6214504837989807},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5203063488006592},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4968090355396271},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4618225693702698},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.46007615327835083},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4589231610298157},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4559297263622284},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4542574882507324},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42006444931030273},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36847737431526184},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2764362096786499},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22401633858680725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21858125925064087},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13727858662605286},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.097095787525177},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3584376.3584534","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3584376.3584534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 4th International Conference on Robotics, Intelligent Control and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1983446105","https://openalex.org/W2070076962","https://openalex.org/W2604247107","https://openalex.org/W2747599906","https://openalex.org/W2766807000","https://openalex.org/W2781880940","https://openalex.org/W2785362611","https://openalex.org/W2796013264","https://openalex.org/W3098957257","https://openalex.org/W3114632476","https://openalex.org/W3162151467","https://openalex.org/W6601676141","https://openalex.org/W6609005161","https://openalex.org/W6820460620","https://openalex.org/W6836632045"],"related_works":["https://openalex.org/W2998539080","https://openalex.org/W4308724723","https://openalex.org/W2887444169","https://openalex.org/W3022042727","https://openalex.org/W4223615774","https://openalex.org/W2093606067","https://openalex.org/W4205787031","https://openalex.org/W2510837443","https://openalex.org/W3006575496","https://openalex.org/W3024044675"],"abstract_inverted_index":{"Data":[0],"centers":[1],"need":[2],"to":[3,81,113,137,170],"monitor":[4],"various":[5],"metrics":[6],"of":[7,23,63,103,118,157,181],"their":[8,35],"different":[9,24],"application":[10,21,25,105],"platforms":[11,26],"and":[12,20,54,68,75,96,128,147,166],"applications":[13],"in":[14,59,111,160,178],"real-time.":[15],"As":[16],"the":[17,32,83,91,108,115,119,141,150,155,161,179],"system":[18],"architectures":[19],"services":[22],"within":[27],"them":[28],"become":[29],"more":[30],"complex,":[31],"requirements":[33],"for":[34,131],"anomaly":[36,46,151,173],"detection":[37,47,120,152],"capabilities":[38],"are":[39],"higher.":[40],"Therefore,":[41],"this":[42,60],"paper":[43,61],"proposes":[44],"an":[45],"framework":[48,58,125,162],"based":[49,89],"on":[50,90,145],"data":[51,70,72,100],"center":[52],"operation":[53,67],"maintenance":[55,69],"data.":[56],"The":[57],"consists":[62],"three":[64],"parts,":[65],"including":[66],"cleaning,":[71],"feature":[73,101],"extraction,":[74],"model":[76,85,87,133,158],"routing.":[77],"It":[78],"is":[79,126,135],"used":[80,127],"select":[82],"appropriate":[84],"through":[86],"routing":[88,159],"indicators":[92],"such":[93],"as":[94],"stability":[95],"periodicity":[97],"obtained":[98],"from":[99],"extraction":[102],"each":[104],"platform.":[106],"At":[107],"same":[109],"time,":[110],"order":[112],"enhance":[114],"expansion":[116],"capability":[117],"algorithm,":[121],"a":[122,129,171],"cloud-ground":[123],"hybrid":[124],"module":[130],"algorithm":[132,153,174],"management":[134],"designed":[136],"facilitate":[138],"interaction":[139],"with":[140,154],"cloud.":[142],"After":[143],"testing":[144],"SWAT":[146],"WADI":[148],"datasets,":[149],"addition":[156],"has":[163],"good":[164],"accuracy":[165],"recall":[167],"performance":[168],"compared":[169],"single":[172],"model,":[175],"showing":[176],"advantages":[177],"task":[180],"identifying":[182],"anomalies.":[183]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}