{"id":"https://openalex.org/W4285813818","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824246","title":"Balanced Energy Consumption Based on Historical Participation of Resource-Constrained Devices in Federated Edge Learning","display_name":"Balanced Energy Consumption Based on Historical Participation of Resource-Constrained Devices in Federated Edge Learning","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813818","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824246"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824246","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","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/A5048768303","display_name":"Abdullatif Albaseer","orcid":"https://orcid.org/0000-0002-6886-6500"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Abdullatif Albaseer","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037234286","display_name":"Mohamed Abdallah","orcid":"https://orcid.org/0000-0002-3261-7588"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed Abdallah","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008695053","display_name":"Ala Al\u2010Fuqaha","orcid":"https://orcid.org/0000-0002-0903-1204"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ala Al-Fuqaha","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061831106","display_name":"Aiman Erbad","orcid":"https://orcid.org/0000-0001-7565-5253"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Aiman Erbad","raw_affiliation_strings":["College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Hamad Bin Khalifa University,Division of Information and Computing Technology,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048768303"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":null,"apc_paid":null,"fwci":1.0809,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72566741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"57","issue":null,"first_page":"300","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"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/T13553","display_name":"Age of Information Optimization","score":0.9980999827384949,"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":0.7922176122665405},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7776178121566772},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7225275635719299},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6861346960067749},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5934293270111084},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.527971088886261},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49788594245910645},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.46533527970314026},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.42281508445739746},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4215916097164154},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41706281900405884},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35049694776535034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3029913604259491},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12350177764892578},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08217930793762207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7922176122665405},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7776178121566772},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7225275635719299},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6861346960067749},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5934293270111084},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.527971088886261},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49788594245910645},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.46533527970314026},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.42281508445739746},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4215916097164154},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41706281900405884},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35049694776535034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3029913604259491},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12350177764892578},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08217930793762207},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc55113.2022.9824246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824246","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G293899196","display_name":null,"funder_award_id":"NPRP13S-0201-200219","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2400861403","https://openalex.org/W2969519626","https://openalex.org/W2975156709","https://openalex.org/W3000394811","https://openalex.org/W3046056026","https://openalex.org/W3089655738","https://openalex.org/W3093034895","https://openalex.org/W3109847748","https://openalex.org/W3114953370","https://openalex.org/W3121274017","https://openalex.org/W3126228234","https://openalex.org/W3152952112","https://openalex.org/W3157850870","https://openalex.org/W3159935161","https://openalex.org/W3163105316","https://openalex.org/W3174661481","https://openalex.org/W3178194158","https://openalex.org/W3191468586","https://openalex.org/W4211236403","https://openalex.org/W4226348979","https://openalex.org/W4289147229","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6756756286","https://openalex.org/W6795266230"],"related_works":["https://openalex.org/W179829755","https://openalex.org/W4313339048","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W3162654428","https://openalex.org/W2901937988"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"Federated":[3],"Edge":[4],"Learning":[5],"has":[6],"gained":[7],"interest":[8],"from":[9,69],"both":[10],"industry":[11],"and":[12,30,39,164,178],"academia":[13],"for":[14,85],"deployment":[15],"at":[16,135],"the":[17,35,47,73,92,113,136,139,165,169,173,180],"wireless":[18],"network":[19],"edge.":[20],"However,":[21],"some":[22],"resource-restricted":[23],"edge":[24],"devices":[25,95],"(EDs)":[26],"bear":[27],"more":[28],"computation":[29],"communication":[31],"loads":[32],"due":[33],"to":[34,49,59,155],"heterogeneity":[36],"of":[37,116,138],"data":[38,75],"resources.":[40],"Several":[41],"approaches":[42],"have":[43,161],"been":[44,162],"proposed":[45,170],"in":[46,81],"literature":[48],"reduce":[50],"energy":[51,66,98,134,174],"costs":[52],"by":[53,152],"scheduling":[54,109],"only":[55],"a":[56,70,82,107],"few":[57],"EDs":[58,86,131,177],"complete":[60],"training":[61],"tasks":[62,127],"based":[63,111,146],"on":[64,112,147],"their":[65,97],"budgets.":[67],"Nevertheless,":[68],"practical":[71],"perspective,":[72],"incongruent":[74],"distribution":[76],"cannot":[77],"be":[78],"captured,":[79],"resulting":[80],"biased":[83],"model":[84,123],"that":[87,119,129,168],"are":[88],"frequently":[89,93],"selected.":[90],"Furthermore,":[91],"scheduled":[94],"deplete":[96],"quickly,":[99],"making":[100],"them":[101],"inaccessible.":[102],"Thus,":[103],"this":[104,157],"paper":[105],"proposes":[106],"novel":[108],"policy":[110],"historical":[114],"participation":[115],"each":[117],"ED":[118],"ensures":[120],"an":[121,143],"unbiased":[122],"while":[124,183],"balancing":[125],"learning":[126],"so":[128],"all":[130],"consume":[132],"equivalent":[133],"end":[137],"training.":[140],"We":[141],"formulate":[142],"optimization":[144],"problem":[145],"Jain's":[148],"fairness":[149],"index,":[150],"followed":[151],"tractable":[153],"algorithms":[154],"solve":[156],"problem.":[158],"Extensive":[159],"experiments":[160],"conducted,":[163],"results":[166],"show":[167],"algorithm":[171],"balances":[172],"consumption":[175],"among":[176],"accelerates":[179],"convergence":[181],"rate":[182],"achieving":[184],"satisfactory":[185],"performance.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
