{"id":"https://openalex.org/W4410096007","doi":"https://doi.org/10.1145/3733841","title":"Towards Federated Multi-Armed Bandit Learning for Content Dissemination Using Swarm of UAVs","display_name":"Towards Federated Multi-Armed Bandit Learning for Content Dissemination Using Swarm of UAVs","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4410096007","doi":"https://doi.org/10.1145/3733841"},"language":"en","primary_location":{"id":"doi:10.1145/3733841","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3733841","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3733841","source":{"id":"https://openalex.org/S4210175912","display_name":"ACM Transactions on Internet of Things","issn_l":"2577-6207","issn":["2577-6207","2691-1914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet of Things","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3733841","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":["Electrical and Computer Engineering, Michigan State University"],"raw_orcid":"https://orcid.org/0009-0000-1472-1931","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Michigan State University","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076998513","display_name":"Hrishikesh Dutta","orcid":"https://orcid.org/0000-0003-4436-1054"},"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":["Electrical and Computer Engineering, Michigan State University"],"raw_orcid":"https://orcid.org/0000-0003-4436-1054","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Michigan State University","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":["Electrical and Computer Engineering, Michigan State University"],"raw_orcid":"https://orcid.org/0000-0003-0828-2500","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Michigan State University","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":5.6193,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94753708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"6","issue":"3","first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.988099992275238,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.6649150252342224},{"id":"https://openalex.org/keywords/multi-armed-bandit","display_name":"Multi-armed bandit","score":0.6247761249542236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5787095427513123},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.47177672386169434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20058229565620422},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10138970613479614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0768604576587677}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.6649150252342224},{"id":"https://openalex.org/C123197309","wikidata":"https://www.wikidata.org/wiki/Q2882343","display_name":"Multi-armed bandit","level":3,"score":0.6247761249542236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5787095427513123},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.47177672386169434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20058229565620422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10138970613479614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0768604576587677},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3733841","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3733841","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3733841","source":{"id":"https://openalex.org/S4210175912","display_name":"ACM Transactions on Internet of Things","issn_l":"2577-6207","issn":["2577-6207","2691-1914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet of Things","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3733841","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3733841","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3733841","source":{"id":"https://openalex.org/S4210175912","display_name":"ACM Transactions on Internet of Things","issn_l":"2577-6207","issn":["2577-6207","2691-1914"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet of Things","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410096007.pdf","grobid_xml":"https://content.openalex.org/works/W4410096007.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1994616650","https://openalex.org/W2014687456","https://openalex.org/W2031834036","https://openalex.org/W2035806112","https://openalex.org/W2087064593","https://openalex.org/W2268751503","https://openalex.org/W2269487093","https://openalex.org/W2412503523","https://openalex.org/W2559655401","https://openalex.org/W2898157791","https://openalex.org/W2901790394","https://openalex.org/W2908566763","https://openalex.org/W2909011011","https://openalex.org/W2959686891","https://openalex.org/W2962691117","https://openalex.org/W2963991174","https://openalex.org/W3005226193","https://openalex.org/W3008362931","https://openalex.org/W3021654819","https://openalex.org/W3040668711","https://openalex.org/W3045327646","https://openalex.org/W3047304572","https://openalex.org/W3048543830","https://openalex.org/W3085145549","https://openalex.org/W3092010863","https://openalex.org/W3102402089","https://openalex.org/W3105736183","https://openalex.org/W3127753524","https://openalex.org/W3208120575","https://openalex.org/W4200236429","https://openalex.org/W4200258037","https://openalex.org/W4210428984","https://openalex.org/W4210443557","https://openalex.org/W4214717370","https://openalex.org/W4226096577","https://openalex.org/W4315629681","https://openalex.org/W4321488626","https://openalex.org/W4324266094","https://openalex.org/W4327767969","https://openalex.org/W4385489097","https://openalex.org/W4386766438","https://openalex.org/W4387105517","https://openalex.org/W4396506414","https://openalex.org/W4399618476","https://openalex.org/W4403758881"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283"],"abstract_inverted_index":{"This":[0,149,167],"article":[1],"introduces":[2],"an":[3,102],"Unmanned":[4],"Aerial":[5],"Vehicle":[6],"-":[7],"enabled":[8],"content":[9,17,48,85,96,104,120,126,142,197],"management":[10],"architecture":[11,34],"that":[12,23,88],"is":[13,81,101,116,136],"suitable":[14],"for":[15,46],"critical":[16],"access":[18],"in":[19,155],"communities":[20,75],"of":[21,29,39],"users":[22],"are":[24,53],"communication-isolated":[25],"during":[26],"diverse":[27,177],"types":[28],"disaster":[30],"scenarios.":[31],"The":[32,50,79,98,114],"proposed":[33,187],"leverages":[35],"a":[36,84,163],"hybrid":[37],"network":[38,192],"stationary":[40],"anchor":[41,51],"UAVs":[42,52,71],"and":[43,58,62,128,182,196],"mobile":[44,69],"Micro-UAVs":[45],"ubiquitous":[47],"dissemination.":[49],"equipped":[54],"with":[55,76],"both":[56],"vertical":[57],"lateral":[59],"communication":[60],"links,":[61],"they":[63],"serve":[64],"local":[65],"users,":[66],"while":[67,158],"the":[68,153,160,170,186],"micro-ferrying":[70],"extend":[72],"coverage":[73],"across":[74,162,190],"increased":[77],"mobility.":[78],"focus":[80],"on":[82,108,124],"developing":[83],"dissemination":[86,105],"system":[87],"dynamically":[89],"learns":[90],"optimal":[91],"caching":[92,121],"policies":[93],"to":[94,117,139,174,176],"maximize":[95],"availability.":[97],"core":[99],"innovation":[100],"adaptive":[103],"framework":[106],"based":[107,123],"distributed":[109,164],"Federated":[110],"Multi-Armed":[111],"Bandit":[112],"learning.":[113],"goal":[115],"optimize":[118],"UAV":[119,194],"decisions":[122],"geo-temporal":[125],"popularity":[127,198],"user":[129,156,178],"demand":[130],"variations.":[131],"A":[132],"Selective":[133],"Caching":[134],"Algorithm":[135],"also":[137],"introduced":[138],"reduce":[140],"redundant":[141],"replication":[143],"by":[144],"incorporating":[145],"inter-UAV":[146],"information":[147],"sharing.":[148],"method":[150],"strategically":[151],"preserves":[152],"uniqueness":[154],"preferences":[157],"amalgamating":[159],"intelligence":[161],"learning":[165,171],"system.":[166],"approach":[168],"improves":[169],"algorithm's":[172],"ability":[173],"adapt":[175],"preferences.":[179],"Functional":[180],"verification":[181],"performance":[183],"evaluation":[184],"confirm":[185],"architecture's":[188],"utility":[189],"different":[191],"sizes,":[193],"swarms,":[195],"patterns.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
