{"id":"https://openalex.org/W4410087249","doi":"https://doi.org/10.1109/tc.2025.3566864","title":"Adaptive Incentivize for Federated Learning With Cloud-Edge Collaboration Under Multi-Level Information Sharing","display_name":"Adaptive Incentivize for Federated Learning With Cloud-Edge Collaboration Under Multi-Level Information Sharing","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410087249","doi":"https://doi.org/10.1109/tc.2025.3566864"},"language":"en","primary_location":{"id":"doi:10.1109/tc.2025.3566864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2025.3566864","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computers","raw_type":"journal-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/A5016827432","display_name":"Shijing Yuan","orcid":"https://orcid.org/0000-0002-7243-9595"},"institutions":[{"id":"https://openalex.org/I4210136246","display_name":"China Telecom (China)","ror":"https://ror.org/03jgnzt20","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210136246"]},{"id":"https://openalex.org/I4387153335","display_name":"China Telecom","ror":"https://ror.org/05p67dv18","country_code":null,"type":"company","lineage":["https://openalex.org/I4387153335"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shijing Yuan","raw_affiliation_strings":["Department of Fundamental Network Operations, China Telecom Research Institute, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Fundamental Network Operations, China Telecom Research Institute, Shanghai, China","institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101434735","display_name":"Beiyu Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beiyu Dong","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Li","orcid":"https://orcid.org/0000-0002-4974-6116"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongyang Chen","orcid":"https://orcid.org/0000-0002-7626-0162"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyang Chen","raw_affiliation_strings":["Zhejiang Lab, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022868521","display_name":"Chentao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chentao Wu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-3472-1717"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002311337","display_name":"Wei Zhao","orcid":"https://orcid.org/0000-0002-6268-2559"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["CAS Shenzhen Institute of Advanced Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"CAS Shenzhen Institute of Advanced Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5016827432"],"corresponding_institution_ids":["https://openalex.org/I4210136246","https://openalex.org/I4387153335"],"apc_list":null,"apc_paid":null,"fwci":16.4979,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.98835083,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"74","issue":"7","first_page":"2445","last_page":"2460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994999766349792,"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":0.9986000061035156,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7807085514068604},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7312424778938293},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5720047354698181},{"id":"https://openalex.org/keywords/information-sharing","display_name":"Information sharing","score":0.4409661889076233},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4021366834640503},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3383753299713135},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2889710068702698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19295337796211243},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1300959587097168}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7807085514068604},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7312424778938293},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5720047354698181},{"id":"https://openalex.org/C2776854237","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information sharing","level":2,"score":0.4409661889076233},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4021366834640503},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3383753299713135},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2889710068702698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19295337796211243},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1300959587097168}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tc.2025.3566864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2025.3566864","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computers","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-169018","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-169018","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G4607961091","display_name":null,"funder_award_id":"62271452","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":46,"referenced_works":["https://openalex.org/W2071563913","https://openalex.org/W2195423816","https://openalex.org/W2808449107","https://openalex.org/W2903874029","https://openalex.org/W2964194231","https://openalex.org/W2964210282","https://openalex.org/W3081442134","https://openalex.org/W3095611529","https://openalex.org/W3112877893","https://openalex.org/W3116863821","https://openalex.org/W3119103086","https://openalex.org/W3135590557","https://openalex.org/W3137518503","https://openalex.org/W3155189475","https://openalex.org/W3155898870","https://openalex.org/W3156681210","https://openalex.org/W3156818449","https://openalex.org/W3176778145","https://openalex.org/W3184838508","https://openalex.org/W3204086931","https://openalex.org/W3205260830","https://openalex.org/W3206985409","https://openalex.org/W3212036903","https://openalex.org/W4200034484","https://openalex.org/W4210809095","https://openalex.org/W4224924652","https://openalex.org/W4226167551","https://openalex.org/W4251248339","https://openalex.org/W4281478853","https://openalex.org/W4285132379","https://openalex.org/W4287072089","https://openalex.org/W4293195534","https://openalex.org/W4296875934","https://openalex.org/W4310055702","https://openalex.org/W4312776893","https://openalex.org/W4322706845","https://openalex.org/W4362654318","https://openalex.org/W4386883029","https://openalex.org/W4387544215","https://openalex.org/W4396691695","https://openalex.org/W4401536879","https://openalex.org/W6773817997","https://openalex.org/W6782060803","https://openalex.org/W6799394018","https://openalex.org/W6838631401","https://openalex.org/W6863068607"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"Federated":[0],"Learning":[1],"with":[2],"Cloud-Edge":[3],"Collaboration":[4],"(FL-CEC)":[5],"has":[6],"emerged":[7],"as":[8],"a":[9,90,97,145],"cutting-edge":[10],"paradigm":[11],"in":[12,25,42],"distributed":[13],"learning.":[14],"Efficient":[15],"resource":[16,62,82,91,121],"investment":[17,63,83,92,110,122],"incentive":[18,45,76,93,147],"mechanisms":[19],"are":[20,40,139],"crucial":[21],"to":[22,27,119],"encouraging":[23],"clients":[24],"FL-CEC":[26],"contribute":[28],"the":[29,44,75,136,150,156],"necessary":[30],"data":[31,79,109],"and":[32,64,80,111,132,163,168],"computational":[33,81],"resources":[34],"for":[35,78,124],"training.":[36],"However,":[37],"existing":[38],"studies":[39],"inadequate":[41],"meeting":[43],"design":[46,89],"requirements":[47],"under":[48,84],"multi-level":[49,85],"information-sharing":[50,86],"scenarios.":[51],"Moreover,":[52],"current":[53],"works":[54],"often":[55],"rely":[56],"on":[57,96,103,149],"specific":[58,105],"functional":[59,106],"relationships":[60],"between":[61,108],"global":[65],"model":[66,112],"accuracy.":[67,113],"To":[68],"bridge":[69],"these":[70],"gaps,":[71],"this":[72],"paper":[73],"investigates":[74],"problem":[77],"levels.":[87],"We":[88],"mechanism":[94],"based":[95],"weighted":[98],"potential":[99],"game":[100],"without":[101],"depending":[102],"any":[104],"relationship":[107],"Furthermore,":[114],"we":[115,143],"propose":[116],"four":[117],"algorithms":[118,138],"solve":[120],"strategies":[123],"different":[125],"levels":[126],"of":[127,135],"information":[128],"sharing.":[129],"The":[130],"complexity":[131],"convergence":[133],"rates":[134],"proposed":[137,157],"thoroughly":[140],"analyzed.":[141],"Finally,":[142],"construct":[144],"simulation":[146],"platform":[148],"Aliyun.":[151],"Extensive":[152],"evaluations":[153],"demonstrate":[154],"that":[155],"scheme":[158],"effectively":[159],"enhances":[160],"social":[161],"welfare,":[162],"improves":[164],"collaborative":[165],"training":[166],"accuracy":[167],"efficiency.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}