{"id":"https://openalex.org/W4404627808","doi":"https://doi.org/10.1109/ojcoms.2024.3504852","title":"Minimizing Delay in UAV-Aided Federated Learning for IoT Applications With Straggling Devices","display_name":"Minimizing Delay in UAV-Aided Federated Learning for IoT Applications With Straggling Devices","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404627808","doi":"https://doi.org/10.1109/ojcoms.2024.3504852"},"language":"en","primary_location":{"id":"doi:10.1109/ojcoms.2024.3504852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3504852","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/ojcoms.2024.3504852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078452842","display_name":"Mudassar Liaq","orcid":null},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mudassar Liaq","raw_affiliation_strings":["Department of Electrical Engineering, Lakehead University, Barrie, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lakehead University, Barrie, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081038628","display_name":"Waleed Ejaz","orcid":"https://orcid.org/0000-0002-6289-1406"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Waleed Ejaz","raw_affiliation_strings":["Department of Electrical Engineering, Lakehead University, Barrie, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Lakehead University, Barrie, ON, Canada","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078452842"],"corresponding_institution_ids":["https://openalex.org/I72541430"],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":2.3905,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90540451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":null,"first_page":"7653","last_page":"7667"},"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":0.994700014591217,"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/T13553","display_name":"Age of Information Optimization","score":0.9944000244140625,"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/internet-of-things","display_name":"Internet of Things","score":0.6302147507667542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6291840076446533},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4010661542415619},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.40058013796806335},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33319759368896484}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6302147507667542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6291840076446533},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4010661542415619},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40058013796806335},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33319759368896484}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ojcoms.2024.3504852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3504852","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:38a73d5fb42e4083906b1ddcd7d24d33","is_oa":true,"landing_page_url":"https://doaj.org/article/38a73d5fb42e4083906b1ddcd7d24d33","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":"IEEE Open Journal of the Communications Society, Vol 5, Pp 7653-7667 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/ojcoms.2024.3504852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ojcoms.2024.3504852","pdf_url":null,"source":{"id":"https://openalex.org/S4210202420","display_name":"IEEE Open Journal of the Communications Society","issn_l":"2644-125X","issn":["2644-125X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Open Journal of the Communications Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313495","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2962804345","https://openalex.org/W2963666973","https://openalex.org/W2964352239","https://openalex.org/W2964631160","https://openalex.org/W2969525674","https://openalex.org/W3007850734","https://openalex.org/W3037582816","https://openalex.org/W3046522680","https://openalex.org/W3048981883","https://openalex.org/W3081034653","https://openalex.org/W3104691194","https://openalex.org/W3126228234","https://openalex.org/W3136022984","https://openalex.org/W3155160971","https://openalex.org/W3156841666","https://openalex.org/W3163105316","https://openalex.org/W3168104141","https://openalex.org/W3171587005","https://openalex.org/W3182828306","https://openalex.org/W3183931182","https://openalex.org/W3211539086","https://openalex.org/W3212735641","https://openalex.org/W4200164328","https://openalex.org/W4205802647","https://openalex.org/W4210569560","https://openalex.org/W4224290235","https://openalex.org/W4319342235","https://openalex.org/W4320005495","https://openalex.org/W4389230743","https://openalex.org/W4402156328","https://openalex.org/W6607432528","https://openalex.org/W6728757088","https://openalex.org/W6760214840","https://openalex.org/W6765541894","https://openalex.org/W6784343361"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,9,28,136,161,167,226,231,279],"Things":[3],"(IoT)":[4],"applications":[5],"generate":[6,133],"large":[7,134],"volumes":[8,135],"data,":[10,137],"which":[11,175],"needs":[12],"to":[13,84,89,163,178,204,214,270,284],"be":[14],"processed":[15],"securely,":[16],"reliably,":[17],"and":[18,61,185,201,223,229,247],"promptly":[19],"for":[20,65,121,143],"effective":[21,129],"decision-making.":[22],"However,":[23],"the":[24,119,158,168,171,191,236,240,253,277,280],"limited":[25],"processing":[26,36],"capability":[27],"IoT":[29,54,112,131,198,227],"devices":[30,55,113,132,173],"is":[31,76,88,127],"a":[32,66,69,78,152,264],"significant":[33],"bottleneck":[34],"in":[35,58,182,190],"these":[37],"datasets.":[38],"In":[39,147],"scenarios":[40],"like":[41],"forest":[42],"fire":[43],"surveillance,":[44],"flash":[45],"flood":[46],"alert":[47],"systems,":[48],"or":[49],"wildlife":[50],"activity":[51],"tracking,":[52],"where":[53],"are":[56,176,186],"deployed":[57],"remote":[59],"locations":[60],"only":[62],"need":[63,120],"coverage":[64],"few":[67],"weeks":[68],"year,":[70],"thus":[71],"deploying":[72],"permanent":[73],"base":[74],"stations":[75],"not":[77],"feasible":[79],"solution.":[80],"One":[81],"potential":[82],"solution":[83,142,269],"overcome":[85],"this":[86,148],"challenge":[87],"use":[90,252],"Federated":[91],"learning":[92,267],"(FL)":[93],"with":[94,257],"unmanned":[95],"aerial":[96],"vehicle":[97],"(UAV)":[98],"as":[99],"mobile":[100],"edge":[101],"computing":[102],"(MEC)":[103],"servers.":[104],"FL":[105,139,154],"enables":[106],"collaborative":[107],"model":[108],"training":[109],"across":[110],"decentralized":[111],"by":[114,243],"keeping":[115],"data":[116,123],"local,":[117],"eliminating":[118],"centralized":[122],"collection.":[124],"This":[125],"approach":[126],"especially":[128],"when":[130],"making":[138],"an":[140,197,211],"ideal":[141],"data-sensitive,":[144],"resource-constrained":[145],"environments.":[146],"paper,":[149],"we":[150,238],"propose":[151,263],"UAV-aided":[153],"framework":[155,282],"that":[156],"utilizes":[157],"computation":[159,220,222],"capacity":[160],"UAV-MEC":[162],"process":[164,179],"some":[165],"portion":[166],"datasets":[169],"from":[170],"straggling":[172],"(devices":[174],"unable":[177],"their":[180],"dataset":[181],"reasonable":[183],"time":[184],"lagging,":[187],"increasing":[188],"delay":[189],"whole":[192],"system).":[193],"We":[194,209,250,261],"also":[195,262],"incorporate":[196],"device":[199],"importance":[200],"selection":[202],"scheme":[203],"further":[205],"improve":[206,271],"system":[207,216],"performance.":[208],"formulate":[210],"optimization":[212],"problem":[213,242],"minimize":[215],"delay,":[217],"considering":[218],"UAV-MEC\u2019s":[219],"power,":[221],"communication":[224],"power":[225],"devices,":[228],"quality":[230],"service":[232],"constraints.":[233],"To":[234],"solve":[235],"problem,":[237],"transform":[239],"proposed":[241,281],"introducing":[244],"auxiliary":[245],"variables":[246],"epigraph":[248],"form.":[249],"then":[251],"concurrent":[254],"deterministic":[255],"simplex":[256],"root":[258],"relaxation":[259],"algorithm.":[260],"deep":[265],"reinforcement":[266],"(DRL)-based":[268],"runtime":[272],"complexity.":[273],"Simulation":[274],"results":[275],"show":[276],"effectiveness":[278],"compared":[283],"existing":[285],"approaches.":[286]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}