{"id":"https://openalex.org/W3205427062","doi":"https://doi.org/10.1109/jcc53141.2021.00020","title":"A Cloud-edge Collaborative Architecture for Data-driven Health Condition Monitoring of Machines","display_name":"A Cloud-edge Collaborative Architecture for Data-driven Health Condition Monitoring of Machines","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3205427062","doi":"https://doi.org/10.1109/jcc53141.2021.00020","mag":"3205427062"},"language":"en","primary_location":{"id":"doi:10.1109/jcc53141.2021.00020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcc53141.2021.00020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Joint Cloud Computing (JCC)","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/A5008846211","display_name":"Jianxin Shi","orcid":"https://orcid.org/0000-0002-7687-8480"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Shi","raw_affiliation_strings":["Beihang University, Hangzhou, China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431435","display_name":"Rui Wang","orcid":"https://orcid.org/0009-0004-5900-605X"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["Beihang University, Hangzhou, China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078949139","display_name":"Muqing Xian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muqing Xian","raw_affiliation_strings":["Beihang University, Hangzhou, China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066123431","display_name":"Tianyu Wo","orcid":"https://orcid.org/0000-0002-5331-3364"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Wo","raw_affiliation_strings":["Beihang University, Hangzhou, China","Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University, Hangzhou, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data and Brain Computing (BDBC), Beijing, China","institution_ids":["https://openalex.org/I4210165198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4535,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7092257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7605122327804565},{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.7542316913604736},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.7093586325645447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6833432912826538},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.6442010402679443},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.48101362586021423},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4715545177459717},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4484975039958954},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4249737858772278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3792665898799896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35907572507858276},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.3469664454460144},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2592335045337677},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23382031917572021},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10598865151405334}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7605122327804565},{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.7542316913604736},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.7093586325645447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6833432912826538},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.6442010402679443},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.48101362586021423},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4715545177459717},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4484975039958954},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4249737858772278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3792665898799896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35907572507858276},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3469664454460144},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2592335045337677},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23382031917572021},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10598865151405334},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcc53141.2021.00020","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jcc53141.2021.00020","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Joint Cloud Computing (JCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1821462560","https://openalex.org/W2167054769","https://openalex.org/W2172620437","https://openalex.org/W2416799949","https://openalex.org/W2744578365","https://openalex.org/W2761895989","https://openalex.org/W2788229829","https://openalex.org/W2805611890","https://openalex.org/W2878635009","https://openalex.org/W2883472060","https://openalex.org/W2896792906","https://openalex.org/W2901901222","https://openalex.org/W2903798343","https://openalex.org/W2967750152","https://openalex.org/W3043320740","https://openalex.org/W3082198927","https://openalex.org/W4247246340","https://openalex.org/W6638523607"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W2908973203","https://openalex.org/W2801712269","https://openalex.org/W2045186954","https://openalex.org/W2156691445","https://openalex.org/W2123638926","https://openalex.org/W3000986292","https://openalex.org/W1872896676","https://openalex.org/W1502469213","https://openalex.org/W4288000017"],"abstract_inverted_index":{"With":[0],"the":[1,4,41,56,77,89,111],"development":[2],"of":[3,7,26,32,44,102],"Industrial":[5],"Internet":[6],"Things":[8],"(IIoT),":[9],"various":[10],"industrial":[11,45],"intelligent":[12],"applications":[13],"are":[14,51,85],"emerging,":[15],"especially":[16],"Prognostics":[17],"and":[18,34,61,81,93,125],"Health":[19,23],"Management":[20],"(PHM).":[21],"The":[22],"Condition":[24],"Monitoring(HCM)":[25],"machines":[27],"is":[28,106],"an":[29,36],"important":[30],"part":[31],"PHM":[33],"has":[35],"essential":[37],"purpose":[38],"to":[39],"improve":[40,123],"intelligence":[42],"level":[43],"machines.":[46],"However,":[47],"traditional":[48],"monitoring":[49],"methods":[50],"no":[52],"longer":[53],"suitable":[54],"for":[55,88],"current":[57],"adaptability,":[58],"latency,":[59],"bandwidth,":[60],"privacy":[62],"requirements":[63],"in":[64],"IIoT.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69],"propose":[70],"a":[71,82,97],"novel":[72],"data-driven":[73],"HCM":[74],"architecture.":[75],"Firstly,":[76],"Knowledge":[78],"Distillation":[79],"(KD)":[80],"threshold":[83],"method":[84,101,120],"respectively":[86],"proposed":[87],"cloud-edge":[90],"collaborative":[91],"training":[92],"inference":[94],"mechanism.":[95],"Secondly,":[96],"health":[98],"condition":[99],"representation":[100],"multisensor":[103],"signal":[104],"data":[105],"proposed.":[107],"Finally,":[108],"experiments":[109],"on":[110],"public":[112],"rolling":[113],"element":[114],"bearing":[115],"dataset":[116],"show":[117],"that":[118],"our":[119],"can":[121],"significantly":[122],"latency":[124],"save":[126],"bandwidth":[127],"while":[128],"ensuring":[129],"accuracy.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}