{"id":"https://openalex.org/W2742557305","doi":"https://doi.org/10.1109/icnsc.2017.8000085","title":"Anomaly detection for virtualized data center via outlier analysis","display_name":"Anomaly detection for virtualized data center via outlier analysis","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2742557305","doi":"https://doi.org/10.1109/icnsc.2017.8000085","mag":"2742557305"},"language":"en","primary_location":{"id":"doi:10.1109/icnsc.2017.8000085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2017.8000085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th 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/A5103209547","display_name":"Zhengmin Li","orcid":"https://orcid.org/0000-0002-3543-949X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengmin Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences","National Computer Network Emergency Response Technical Team, Coordination Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Computer Network Emergency Response Technical Team, Coordination Center, China","institution_ids":["https://openalex.org/I4210087772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100923911","display_name":"Chunge Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunge Zhu","raw_affiliation_strings":["National Computer Network Emergency Response Technical Team, Coordination Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Computer Network Emergency Response Technical Team, Coordination Center, China","institution_ids":["https://openalex.org/I4210087772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782683","display_name":"Xinran Liu","orcid":"https://orcid.org/0009-0003-1245-9273"},"institutions":[{"id":"https://openalex.org/I4210087772","display_name":"National Computer Network Emergency Response Technical Team/Coordination Center of Chinar","ror":"https://ror.org/00247dh76","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210087772"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinran Liu","raw_affiliation_strings":["National Computer Network Emergency Response Technical Team, Coordination Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Computer Network Emergency Response Technical Team, Coordination Center, China","institution_ids":["https://openalex.org/I4210087772"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113818398","display_name":"Xiufeng Sui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiufeng Sui","raw_affiliation_strings":["CAS, ICT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAS, ICT","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12319203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9997000098228455,"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":0.9993000030517578,"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":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8765344619750977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8186949491500854},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.69676673412323},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6473084688186646},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5618628859519958},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5288572907447815},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5005223751068115},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4850746691226959},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4720093905925751},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.45200034976005554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4436105489730835},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4425569772720337},{"id":"https://openalex.org/keywords/offline-learning","display_name":"Offline learning","score":0.41604968905448914},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3532246947288513},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23801428079605103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23420578241348267},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.1685621738433838}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8765344619750977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186949491500854},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.69676673412323},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6473084688186646},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5618628859519958},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5288572907447815},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5005223751068115},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4850746691226959},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4720093905925751},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.45200034976005554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4436105489730835},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4425569772720337},{"id":"https://openalex.org/C2780490138","wikidata":"https://www.wikidata.org/wiki/Q7079636","display_name":"Offline learning","level":3,"score":0.41604968905448914},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3532246947288513},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23801428079605103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23420578241348267},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.1685621738433838},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnsc.2017.8000085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnsc.2017.8000085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W585617010","https://openalex.org/W1464363888","https://openalex.org/W1987971958","https://openalex.org/W2029979651","https://openalex.org/W2047111942","https://openalex.org/W2110690206","https://openalex.org/W2120422789","https://openalex.org/W2138509363","https://openalex.org/W2141181087","https://openalex.org/W2141992894","https://openalex.org/W2160121678","https://openalex.org/W2163961697","https://openalex.org/W4239954780","https://openalex.org/W4251746847","https://openalex.org/W6617276430","https://openalex.org/W6628558282","https://openalex.org/W6680456895","https://openalex.org/W6684084819"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W2046456988","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W3107369729","https://openalex.org/W2742557305"],"abstract_inverted_index":{"The":[0,85],"combination":[1],"of":[2,14,30,57,87],"fast":[3],"online":[4,94],"anomaly":[5,38,80,95],"detection":[6,39,48,81,96],"and":[7,19,34,43,54,59,97,101,127,146],"offline":[8,98,114],"learning":[9,99,115],"is":[10,91],"a":[11,74],"vital":[12],"element":[13],"operations":[15],"in":[16,65,125],"large-scale":[17],"datacenters":[18],"utility":[20],"clouds.":[21],"Given":[22],"ever-increasing":[23],"datacenter":[24],"sizes":[25],"coupled":[26],"with":[27,121],"the":[28,61,104,109,133,140],"complexities":[29],"systems":[31],"software,":[32],"applications,":[33],"workload":[35],"patterns,":[36],"such":[37],"must":[40],"operate":[41],"continuous":[42],"real-time":[44],"at":[45],"runtime.":[46,135],"Further,":[47],"should":[49],"function":[50],"for":[51,60,82],"both":[52],"hardware":[53],"software":[55],"levels":[56],"abstraction,":[58],"multiple":[62],"metrics":[63],"used":[64],"cloud":[66],"computing":[67],"systems.":[68],"In":[69],"this":[70,119],"paper,":[71],"we":[72],"present":[73],"novel,":[75],"flexible":[76],"framework":[77,89,105,120],"to":[78,92,107,111],"do":[79],"data":[83],"center.":[84],"goal":[86],"our":[88],"design":[90],"combine":[93],"automatically":[100],"iteratively.":[102],"And":[103],"aims":[106],"have":[108],"capability":[110],"integrate":[112],"different":[113],"methodologies.":[116],"We":[117],"demonstrate":[118],"two":[122],"representative":[123],"applications":[124,134],"datacenters,":[126],"explore":[128],"three":[129],"common":[130],"scenarios":[131],"during":[132],"Experiment":[136],"results":[137],"show":[138],"that":[139],"proposed":[141],"approach":[142],"provides":[143],"good":[144],"accuracy":[145],"low":[147],"overhead.":[148]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}