{"id":"https://openalex.org/W3172063510","doi":"https://doi.org/10.1109/cscwd49262.2021.9437811","title":"An Elaborate Container Cascading Fault Detection Strategy Based on Spatial-Temporal Correlation Model and Co-Optimization","display_name":"An Elaborate Container Cascading Fault Detection Strategy Based on Spatial-Temporal Correlation Model and Co-Optimization","publication_year":2021,"publication_date":"2021-05-05","ids":{"openalex":"https://openalex.org/W3172063510","doi":"https://doi.org/10.1109/cscwd49262.2021.9437811","mag":"3172063510"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd49262.2021.9437811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5001106664","display_name":"Qingwei Zhong","orcid":"https://orcid.org/0000-0002-0233-6304"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingwei Zhong","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034212921","display_name":"Ningjiang Chen","orcid":"https://orcid.org/0000-0003-0187-6760"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningjiang Chen","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070257135","display_name":"Linming Lian","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linming Lian","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003963434","display_name":"Xuyi Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuyi Yao","raw_affiliation_strings":["School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09391581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":null,"first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9943000078201294,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9836999773979187,"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/computer-science","display_name":"Computer science","score":0.6640318036079407},{"id":"https://openalex.org/keywords/fault-coverage","display_name":"Fault coverage","score":0.6421524286270142},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5998642444610596},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5956942439079285},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5765812993049622},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5682148337364197},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5013928413391113},{"id":"https://openalex.org/keywords/fault-model","display_name":"Fault model","score":0.4282569885253906},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42208120226860046},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41685739159584045},{"id":"https://openalex.org/keywords/stuck-at-fault","display_name":"Stuck-at fault","score":0.41279298067092896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28301870822906494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19765204191207886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6640318036079407},{"id":"https://openalex.org/C126953365","wikidata":"https://www.wikidata.org/wiki/Q5438152","display_name":"Fault coverage","level":3,"score":0.6421524286270142},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5998642444610596},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5956942439079285},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5765812993049622},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5682148337364197},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5013928413391113},{"id":"https://openalex.org/C167391956","wikidata":"https://www.wikidata.org/wiki/Q1401211","display_name":"Fault model","level":3,"score":0.4282569885253906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42208120226860046},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41685739159584045},{"id":"https://openalex.org/C13625343","wikidata":"https://www.wikidata.org/wiki/Q7627418","display_name":"Stuck-at fault","level":4,"score":0.41279298067092896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28301870822906494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19765204191207886},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd49262.2021.9437811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd49262.2021.9437811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1981398122","display_name":"\u8f6f\u4ef6\u5b9a\u4e49\u5bb9\u5668\u5f0f\u4e91\u5b58\u50a8\u7684\u81ea\u6cbb\u7ba1\u7406\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61762008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2074888575","https://openalex.org/W2755924192","https://openalex.org/W2782674619","https://openalex.org/W2790397506","https://openalex.org/W2922495754","https://openalex.org/W2964822915","https://openalex.org/W3003522527","https://openalex.org/W3006010751","https://openalex.org/W3032135827"],"related_works":["https://openalex.org/W2051500795","https://openalex.org/W3148663848","https://openalex.org/W2024194466","https://openalex.org/W1986800855","https://openalex.org/W2278517150","https://openalex.org/W4256030018","https://openalex.org/W3150960233","https://openalex.org/W2061946964","https://openalex.org/W2147400189","https://openalex.org/W2474604829"],"abstract_inverted_index":{"Containers":[0],"are":[1,7,48,79],"light,":[2],"numerous,":[3],"and":[4,17,120,127,140,172],"interdependent,":[5],"which":[6],"prone":[8],"to":[9,38,71,81,98,102,151],"cascading":[10,86,111,158],"fault,":[11,75],"increasing":[12],"the":[13,18,39,54,65,68,92,99,125,135,153,167],"probability":[14],"of":[15,20,56,67,74,94,156],"fault":[16,59,62,77,89,95,112],"difficulty":[19],"detection.":[21],"Fault":[22],"detection":[23,34,100,154,168],"methods":[24],"used":[25],"in":[26,32],"traditional":[27],"cloud":[28,41,58,69],"platforms":[29],"will":[30],"result":[31],"degraded":[33],"performance":[35],"when":[36],"applied":[37],"containerized":[40],"platform.":[42],"This":[43],"paper":[44,107],"argues":[45],"that":[46,52,163],"there":[47],"usually":[49],"two":[50],"reasons":[51],"constrain":[53],"effectiveness":[55],"current":[57],"detection:":[60],"(1)":[61],"type":[63],"level:":[64,91],"complexity":[66],"leads":[70],"a":[72,109],"diversity":[73],"many":[76],"types":[78],"difficult":[80],"detect,":[82],"such":[83],"as":[84],"container":[85,136,157],"fault;":[87],"(2)":[88],"data":[90,97],"imbalance":[93],"number":[96],"method":[101,165],"bring":[103],"interference.":[104],"Therefore,":[105],"this":[106,164],"proposes":[108],"Container":[110],"Detection":[113],"strategy":[114],"based":[115],"on":[116,177],"Spatial-temporal":[117],"correlation":[118,129,138],"model":[119],"Collaborative":[121],"optimization(CDSC),":[122],"by":[123,175],"extracting":[124],"temporal":[126],"spatial":[128],"semantics":[130],"between":[131],"faulty":[132],"containers,":[133],"constructing":[134],"cascade":[137],"model,":[139],"using":[141],"dynamic":[142],"feedback":[143],"sampling":[144],"combined":[145],"with":[146,180],"multi-model":[147],"cooperative":[148],"optimization":[149],"training":[150],"improve":[152],"effect":[155],"fault.":[159],"It":[160],"is":[161],"proved":[162],"improves":[166],"precision,":[169],"recall":[170],"rate":[171],"F1":[173],"value":[174],"10%-15%":[176],"average":[178],"compared":[179],"existing":[181],"methods.":[182]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
