{"id":"https://openalex.org/W3022231501","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156259","title":"FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems","display_name":"FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3022231501","doi":"https://doi.org/10.1109/percomworkshops48775.2020.9156259","mag":"3022231501"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops48775.2020.9156259","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/FengHuoLun_a_federated_learning_based_Edge_Computing_platform_for_Cyber-Physical_Systems/20696068","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100393899","display_name":"Chong Zhang","orcid":"https://orcid.org/0000-0002-2162-4344"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chong Zhang","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075936732","display_name":"Xiao Liu","orcid":"https://orcid.org/0000-0001-8400-5754"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiao Liu","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081182489","display_name":"Xi Zheng","orcid":"https://orcid.org/0000-0002-2572-2355"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xi Zheng","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448539","display_name":"Rui Li","orcid":"https://orcid.org/0000-0002-7669-4112"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["School of Information Technology, Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Geelong, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033550181","display_name":"Huai Liu","orcid":"https://orcid.org/0000-0003-3125-4399"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Huai Liu","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Swinburne University of Technology, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Swinburne University of Technology, Melbourne, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100393899"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":2.806,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.91017451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9990000128746033,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9958999752998352,"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":0.7792695164680481},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7728217840194702},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6184478998184204},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.615252673625946},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5593290328979492},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5428285002708435},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5030028223991394},{"id":"https://openalex.org/keywords/trusted-computing","display_name":"Trusted Computing","score":0.4567786753177643},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4206593334674835},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4195418357849121},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.40542668104171753},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3772890269756317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3103221654891968},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10191360116004944}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7792695164680481},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7728217840194702},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6184478998184204},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.615252673625946},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5593290328979492},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5428285002708435},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5030028223991394},{"id":"https://openalex.org/C2776831232","wikidata":"https://www.wikidata.org/wiki/Q966812","display_name":"Trusted Computing","level":2,"score":0.4567786753177643},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4206593334674835},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4195418357849121},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.40542668104171753},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3772890269756317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3103221654891968},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10191360116004944}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/percomworkshops48775.2020.9156259","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops48775.2020.9156259","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30140694","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20696068","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/FengHuoLun_a_federated_learning_based_Edge_Computing_platform_for_Cyber-Physical_Systems/20696068","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:c2b3ef5e-e0b3-410b-be36-621a7dc5be96/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/458120","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Austin, Texas, March 23-27, 2020, pp. 1-4","raw_type":""}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20696068","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/FengHuoLun_a_federated_learning_based_Edge_Computing_platform_for_Cyber-Physical_Systems/20696068","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2465851956","https://openalex.org/W2470895852","https://openalex.org/W2682318159","https://openalex.org/W2762812602","https://openalex.org/W2913570153","https://openalex.org/W2984694572","https://openalex.org/W2999091579","https://openalex.org/W3002776933","https://openalex.org/W3038028469","https://openalex.org/W3214074647","https://openalex.org/W6759226220","https://openalex.org/W6773344392"],"related_works":["https://openalex.org/W2063610494","https://openalex.org/W2892987124","https://openalex.org/W2054684024","https://openalex.org/W4322761281","https://openalex.org/W1603711083","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444"],"abstract_inverted_index":{"Cyber-Physical":[0],"Systems":[1],"(CPS)":[2],"such":[3],"as":[4],"intelligent":[5],"connected":[6],"vehicles,":[7],"smart":[8,11,69,107,126],"farming":[9],"and":[10,19,54,74,133,154,163],"logistics":[12],"are":[13,113,131],"constantly":[14],"generating":[15],"tons":[16],"of":[17,56,67,77,125,150],"data":[18,22],"requiring":[20],"real-time":[21],"processing":[23],"capabilities.":[24],"Therefore,":[25],"Edge":[26,78,92],"Computing":[27,93],"which":[28],"provisions":[29],"computing":[30],"resources":[31],"close":[32],"to":[33,63],"the":[34,38,43,57,65,72,123,136,151],"End":[35],"Devices":[36],"from":[37],"network":[39],"edge":[40],"is":[41,61],"becoming":[42],"ideal":[44],"platform":[45,94,153],"for":[46,95],"CPS.":[47],"However,":[48],"it":[49],"also":[50,155],"brings":[51],"many":[52],"issues":[53],"one":[55],"most":[58],"prominent":[59],"challenges":[60],"how":[62],"ensure":[64],"development":[66],"trustworthy":[68],"services":[70,108,127],"given":[71],"dynamic":[73],"distributed":[75],"nature":[76],"Computing.":[79],"To":[80],"tackle":[81],"this":[82,84],"challenge,":[83],"paper":[85],"proposes":[86],"a":[87,116,141],"novel":[88],"Federated":[89,118,137],"Learning":[90,119,138],"based":[91,100],"CPS,":[96],"named":[97],"\u201cFengHuoLun\u201d.":[98],"Specifically,":[99],"on":[101,159],"FengHuoLun,":[102],"we":[103,145],"can:":[104],"1)":[105],"implement":[106],"where":[109,128],"machine":[110],"learning":[111],"models":[112],"trained":[114],"in":[115,143],"trusted":[117],"framework;":[120],"2)":[121],"assure":[122],"trustworthiness":[124],"CPS":[129],"behaviours":[130],"tested":[132],"monitored":[134],"using":[135],"framework.":[139],"As":[140],"work":[142],"progress,":[144],"have":[146],"presented":[147],"an":[148],"overview":[149],"FengHuoLun":[152],"some":[156,166],"preliminary":[157],"studies":[158],"its":[160],"key":[161],"components,":[162],"finally":[164],"discussed":[165],"important":[167],"future":[168],"research":[169],"directions.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}