{"id":"https://openalex.org/W4388535641","doi":"https://doi.org/10.1186/s13677-023-00535-2","title":"FedEem: a fairness-based asynchronous federated learning mechanism","display_name":"FedEem: a fairness-based asynchronous federated learning mechanism","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388535641","doi":"https://doi.org/10.1186/s13677-023-00535-2"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-023-00535-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00535-2","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00535-2","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00535-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021094356","display_name":"Wei Gu","orcid":"https://orcid.org/0000-0002-2480-6645"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Information Science and Technology, 210044, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Information Science and Technology, 210044, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100376931","display_name":"Yifan Zhang","orcid":"https://orcid.org/0000-0002-2125-1074"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yifan Zhang","raw_affiliation_strings":["School of Software, Nanjing University of Information Science and Technology, 210044, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Nanjing University of Information Science and Technology, 210044, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100376931"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":2.1096,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89924963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13553","display_name":"Age of Information Optimization","score":0.980400025844574,"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":0.8760354518890381},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.8122380971908569},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6017090082168579},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5936989784240723},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5439349412918091},{"id":"https://openalex.org/keywords/lagging","display_name":"Lagging","score":0.5360909104347229},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49954748153686523},{"id":"https://openalex.org/keywords/asynchronous-learning","display_name":"Asynchronous learning","score":0.4338025152683258},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3990505337715149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.356579065322876},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14770346879959106},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.14757630228996277},{"id":"https://openalex.org/keywords/synchronous-learning","display_name":"Synchronous learning","score":0.07888880372047424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8760354518890381},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8122380971908569},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6017090082168579},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5936989784240723},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5439349412918091},{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.5360909104347229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49954748153686523},{"id":"https://openalex.org/C2777072894","wikidata":"https://www.wikidata.org/wiki/Q4812204","display_name":"Asynchronous learning","level":5,"score":0.4338025152683258},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3990505337715149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.356579065322876},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14770346879959106},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.14757630228996277},{"id":"https://openalex.org/C19122763","wikidata":"https://www.wikidata.org/wiki/Q7662215","display_name":"Synchronous learning","level":4,"score":0.07888880372047424},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-023-00535-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00535-2","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00535-2","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b94b8947bc3544d5a43dd590c65a6143","is_oa":true,"landing_page_url":"https://doaj.org/article/b94b8947bc3544d5a43dd590c65a6143","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 12, Iss 1, Pp 1-13 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-023-00535-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-023-00535-2","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-023-00535-2","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388535641.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2976335444","https://openalex.org/W2979389081","https://openalex.org/W2980216952","https://openalex.org/W3015515533","https://openalex.org/W3018244678","https://openalex.org/W3027686430","https://openalex.org/W3037871107","https://openalex.org/W3047304572","https://openalex.org/W3109723249","https://openalex.org/W3112044954","https://openalex.org/W3133814152","https://openalex.org/W3136022984","https://openalex.org/W3156556650","https://openalex.org/W3193581700","https://openalex.org/W3198906045","https://openalex.org/W4200580682","https://openalex.org/W4210935571","https://openalex.org/W4229007993","https://openalex.org/W4283837358","https://openalex.org/W4285170564","https://openalex.org/W4285272834","https://openalex.org/W4287332481","https://openalex.org/W4287906413","https://openalex.org/W4289535432","https://openalex.org/W4312937689","https://openalex.org/W4313554955","https://openalex.org/W4318624502","https://openalex.org/W4319663761","https://openalex.org/W4376143098","https://openalex.org/W4380303559","https://openalex.org/W4386280890","https://openalex.org/W4386422321"],"related_works":["https://openalex.org/W4226047841","https://openalex.org/W2156559761","https://openalex.org/W3020208395","https://openalex.org/W2496167052","https://openalex.org/W2041343407","https://openalex.org/W2058515809","https://openalex.org/W4295242624","https://openalex.org/W2024923645","https://openalex.org/W2725154194","https://openalex.org/W2097058819"],"abstract_inverted_index":{"Abstract":[0],"Federated":[1],"learning":[2,57,97,117],"is":[3],"a":[4,37,113],"mechanism":[5],"for":[6,164],"model":[7,31,42,80,107,142],"training":[8,88],"in":[9,36,39,186,192],"distributed":[10],"systems,":[11],"aiming":[12],"to":[13,46,51,65,176],"protect":[14],"data":[15,127],"privacy":[16],"while":[17],"achieving":[18],"collective":[19],"intelligence.":[20],"In":[21,49],"traditional":[22],"synchronous":[23],"federated":[24,56,96,116,193],"learning,":[25],"all":[26],"participants":[27,64],"must":[28],"update":[29,43,66],"the":[30,40,82,87,92,121,130,154,161,169,172,180,183],"synchronously,":[32],"which":[33,119],"may":[34],"result":[35],"decrease":[38],"overall":[41],"frequency":[44],"due":[45],"lagging":[47],"participants.":[48],"order":[50],"solve":[52],"this":[53],"problem,":[54],"asynchronous":[55,60,93,115],"introduces":[58],"an":[59,147],"aggregation":[61,94],"mechanism,":[62,95,118],"allowing":[63],"models":[67],"at":[68],"their":[69],"own":[70],"time":[71],"and":[72,74,105,126,136,140,144,160,190],"rate,":[73],"then":[75],"aggregate":[76],"each":[77],"updated":[78],"edge":[79],"on":[81,129],"cloud,":[83],"thus":[84],"speeding":[85],"up":[86],"process.":[89],"However,":[90],"under":[91],"faces":[98],"new":[99],"challenges":[100],"such":[101],"as":[102],"convergence":[103,131,158,188],"difficulties":[104],"unfair":[106],"accuracy.":[108],"This":[109],"paper":[110],"first":[111],"proposes":[112],"fairness-based":[114],"reduces":[120],"adverse":[122],"effects":[123],"of":[124,157,171,182],"device":[125],"heterogeneity":[128],"process":[132],"by":[133],"using":[134],"outdatedness":[135],"interference-aware":[137],"weight":[138],"aggregation,":[139],"promotes":[141],"personalization":[143],"fairness":[145,191],"through":[146],"early":[148],"exit":[149],"mechanism.":[150],"Mathematical":[151],"analysis":[152],"derives":[153],"upper":[155],"bound":[156],"speed":[159,189],"necessary":[162],"conditions":[163],"hyperparameters.":[165],"Experimental":[166],"results":[167],"demonstrate":[168],"advantages":[170],"proposed":[173,184],"method":[174,185],"compared":[175],"baseline":[177],"algorithms,":[178],"indicating":[179],"effectiveness":[181],"promoting":[187],"learning.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}