{"id":"https://openalex.org/W4389888902","doi":"https://doi.org/10.1109/iotm.001.2300081","title":"Distributed Federated-Multi-Armed Bandit Learning for Content Management in Connected UAVs","display_name":"Distributed Federated-Multi-Armed Bandit Learning for Content Management in Connected UAVs","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389888902","doi":"https://doi.org/10.1109/iotm.001.2300081"},"language":"en","primary_location":{"id":"doi:10.1109/iotm.001.2300081","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iotm.001.2300081","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","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/A5001828510","display_name":"Amit Kumar Bhuyan","orcid":"https://orcid.org/0009-0000-1472-1931"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Kumar Bhuyan","raw_affiliation_strings":["Michigan State University,USA","Michigan State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007329566","display_name":"Hrishikesh Dutta","orcid":"https://orcid.org/0000-0002-9226-4040"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hrishikesh Dutta","raw_affiliation_strings":["Michigan State University,USA","Michigan State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107170592","display_name":"Subir Biswas","orcid":"https://orcid.org/0000-0003-0828-2500"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subir Biswas","raw_affiliation_strings":["Michigan State University,USA","Michigan State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Michigan State University,USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":0.1755,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51057712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":"4","first_page":"130","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"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/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9502000212669373,"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":0.9103999733924866,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8425146341323853},{"id":"https://openalex.org/keywords/multi-armed-bandit","display_name":"Multi-armed bandit","score":0.7526297569274902},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6634055376052856},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6537214517593384},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5197460651397705},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4537615180015564},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44279274344444275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12953707575798035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8425146341323853},{"id":"https://openalex.org/C123197309","wikidata":"https://www.wikidata.org/wiki/Q2882343","display_name":"Multi-armed bandit","level":3,"score":0.7526297569274902},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6634055376052856},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6537214517593384},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5197460651397705},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4537615180015564},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44279274344444275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12953707575798035},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotm.001.2300081","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iotm.001.2300081","pdf_url":null,"source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"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 Internet of Things Magazine","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2031834036","https://openalex.org/W2268751503","https://openalex.org/W2412503523","https://openalex.org/W2908566763","https://openalex.org/W2962691117","https://openalex.org/W3040668711","https://openalex.org/W3045327646","https://openalex.org/W3047304572","https://openalex.org/W3085145549","https://openalex.org/W3196371845","https://openalex.org/W4200236429","https://openalex.org/W4206275166","https://openalex.org/W4226096577","https://openalex.org/W4324266094","https://openalex.org/W4385489097"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2952704802","https://openalex.org/W4388093163","https://openalex.org/W2795679230","https://openalex.org/W2983406998"],"abstract_inverted_index":{"This":[0,106],"article":[1,107,187],"proposes":[2,108],"an":[3],"unmanned":[4],"aerial":[5],"vehicle":[6],"(UA":[7],"V)":[8],"aided":[9],"content":[10,30,52,74,88,93,101,125,130],"management":[11],"system":[12,90,170],"in":[13,97,124,129],"communication-challenged":[14],"disaster":[15],"scenarios.":[16],"Without":[17],"cellular":[18],"infrastructure,":[19],"community":[20],"of":[21,37,60,79,143,151,166,194],"stranded":[22,80],"users":[23],"can":[24,50,72],"be":[25],"provided":[26],"access":[27,53],"to":[28,54,85,99,103],"situation-critical":[29],"using":[31],"a":[32,87,109],"hybrid":[33],"UAV.":[34],"A":[35,58],"set":[36,59],"relatively":[38],"static":[39],"anchor":[40],"UA":[41,62,117],"Vs":[42,63],"with":[43,64,69],"vertical":[44],"as":[45,47],"well":[46],"lateral":[48,66],"links":[49],"provide":[51],"its":[55],"local":[56],"users.":[57,81,105],"ferrying":[61],"only":[65],"links,":[67],"but":[68],"wider":[70],"mobility,":[71],"provision":[73],"while":[75,172],"visiting":[76],"different":[77,203],"communities":[78],"The":[82,134,186],"objective":[83],"is":[84,161],"design":[86],"dissemination":[89],"that":[91,120,163],"learns":[92],"caching":[94,155,196],"policies":[95],"on-the-f1y":[96],"order":[98],"maximize":[100],"availability":[102],"the":[104,138,147,158,174],"distributed":[110,148],"Federated":[111,152,164],"Multi-Armed":[112,144],"Bandit":[113],"Learning":[114,153],"model":[115],"for":[116,154,198],"V-caching":[118],"decision-making":[119],"takes":[121],"geo-temporal":[122],"differences":[123],"popularity":[126,200],"and":[127,146,177,191,202],"heterogeneity":[128],"demands":[131],"into":[132],"consideration.":[133],"proposed":[135,195],"paradigm":[136],"combines":[137],"expected":[139],"reward":[140],"maximization":[141],"attribute":[142],"Bandit,":[145],"intelligence":[149],"sharing":[150,180],"decision":[156],"at":[157],"UAVs.":[159,185],"It":[160],"demonstrated":[162],"aggregation":[165],"individual":[167,184],"models":[168,181],"improve":[169],"performance":[171,192],"making":[173],"learning":[175],"fast":[176],"adaptive":[178],"via":[179],"learnt":[182],"by":[183],"does":[188],"functional":[189],"verification":[190],"evaluation":[193],"framework":[197],"heterogeneous":[199],"distributions,":[201],"inter-community":[204],"geographical":[205],"characteristics.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
