{"id":"https://openalex.org/W4402834044","doi":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683490","title":"Efficient Task Offloading Through Federated Learning in UAV-Assisted Edge Networks","display_name":"Efficient Task Offloading Through Federated Learning in UAV-Assisted Edge Networks","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4402834044","doi":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683490"},"language":"en","primary_location":{"id":"doi:10.1109/vtc2024-spring62846.2024.10683490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093728983","display_name":"Veera Manikantha Rayudu Tummala","orcid":"https://orcid.org/0009-0002-2066-0244"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Veera Manikantha Rayudu Tummala","raw_affiliation_strings":["Indian Institute of Information Technology,Computer Science and Engineering,Sri City,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology,Computer Science and Engineering,Sri City,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050483199","display_name":"Abhishek Hazra","orcid":"https://orcid.org/0000-0003-0796-6265"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Hazra","raw_affiliation_strings":["Indian Institute of Information Technology,Computer Science and Engineering,Sri City,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology,Computer Science and Engineering,Sri City,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010502168","display_name":"Alakesh Kalita","orcid":"https://orcid.org/0000-0003-0277-9671"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Alakesh Kalita","raw_affiliation_strings":["Singapore University of Technology and Design,ISTD Pillar,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design,ISTD Pillar,Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086187020","display_name":"Mohan Gurusamy","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mohan Gurusamy","raw_affiliation_strings":["National University of Singapore,Electrical and Computer Engineering,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore,Electrical and Computer Engineering,Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6379,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84337704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11133","display_name":"UAV Applications and Optimization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9955000281333923,"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":0.9860000014305115,"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":0.8192358613014221},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6745020747184753},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6176685094833374},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4911799132823944},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.48701220750808716},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3984754681587219},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38396430015563965},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35391804575920105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.278390109539032},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16455918550491333},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.07710611820220947},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07413214445114136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192358613014221},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6745020747184753},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6176685094833374},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4911799132823944},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48701220750808716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3984754681587219},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38396430015563965},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35391804575920105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.278390109539032},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16455918550491333},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.07710611820220947},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07413214445114136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vtc2024-spring62846.2024.10683490","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vtc2024-spring62846.2024.10683490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6653307690","display_name":null,"funder_award_id":"MoE AcRF Tier-1 FRC,A-8002142-00-00","funder_id":"https://openalex.org/F4320320698","funder_display_name":"National University of Singapore"}],"funders":[{"id":"https://openalex.org/F4320320698","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2984459839","https://openalex.org/W2998868602","https://openalex.org/W3025271450","https://openalex.org/W3188554269","https://openalex.org/W3208824494","https://openalex.org/W4220887639","https://openalex.org/W4226154943","https://openalex.org/W4285103123","https://openalex.org/W4321608017","https://openalex.org/W4379804982","https://openalex.org/W4390939826"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Unmanned":[0],"Aerial":[1],"Vehicles":[2],"(UAVs)":[3],"play":[4],"a":[5,44,60,86,100,147],"vital":[6],"role":[7],"in":[8,55,70,171],"modern":[9],"Internet":[10],"of":[11,136,163,173,180],"Things":[12],"(IoT)":[13],"ecosystems":[14],"by":[15,153],"providing":[16],"services":[17],"like":[18,107],"task":[19,38,68,79,138,158],"offloading.":[20],"Although":[21],"simultaneous":[22],"execution":[23,50,80,159,178],"can":[24],"be":[25,40],"done":[26],"through":[27,169],"resource":[28,114],"optimization":[29],"and":[30,49,78,113,120,134,156,176],"offloading,":[31],"it":[32],"is":[33,103,167],"crucial":[34],"to":[35,39,89,130,145],"choose":[36],"which":[37,116],"executed":[41],"where":[42],"considering":[43,105],"trade-off":[45],"between":[46,149],"energy":[47,76,133,151,174],"consumption":[48,77,152],"delay.":[51,81,160],"Considering":[52],"these":[53],"constraints,":[54],"this":[56],"work,":[57],"we":[58,127],"propose":[59],"Federated":[61],"Learning":[62],"(FL)":[63],"aided":[64],"framework":[65,166],"for":[66,139],"multi-device":[67],"offloading":[69],"UAV-enabled":[71],"edge":[72],"networks":[73],"while":[74],"reducing":[75,157],"The":[82,161],"proposed":[83,165],"approach":[84,143],"involves":[85],"two-step":[87],"process":[88],"execute":[90],"tasks":[91],"on":[92],"various":[93],"computing":[94],"devices.":[95],"In":[96,123],"the":[97,124,137,154,164,181],"first":[98],"step,":[99,126],"task's":[101],"priority":[102],"determined,":[104],"factors":[106],"delay":[108,135,179],"deadlines":[109],"(maximum":[110],"allowed":[111],"delay)":[112],"requirements":[115],"include":[117],"memory,":[118],"storage":[119],"CPU":[121],"instructions.":[122],"second":[125],"leverage":[128],"FL":[129],"dynamically":[131],"calculate":[132],"different":[140],"paradigms.":[141],"This":[142],"aims":[144],"maintain":[146],"balance":[148],"minimizing":[150],"UAV":[155],"effectiveness":[162],"evaluated":[168],"experiments":[170],"terms":[172],"efficiency":[175],"end-to-end":[177],"UAVs.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}