{"id":"https://openalex.org/W3210460527","doi":"https://doi.org/10.1109/tnsm.2021.3123216","title":"Predictive UAV Base Station Deployment and Service Offloading With Distributed Edge Learning","display_name":"Predictive UAV Base Station Deployment and Service Offloading With Distributed Edge Learning","publication_year":2021,"publication_date":"2021-10-26","ids":{"openalex":"https://openalex.org/W3210460527","doi":"https://doi.org/10.1109/tnsm.2021.3123216","mag":"3210460527"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2021.3123216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3123216","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://boris.unibe.ch/160420/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078322039","display_name":"Zhongliang Zhao","orcid":"https://orcid.org/0000-0002-0979-9272"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongliang Zhao","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0979-9272","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054725298","display_name":"Lucas Pacheco","orcid":"https://orcid.org/0000-0002-1948-8259"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lucas Pacheco","raw_affiliation_strings":["Institute of Computer Science, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076415556","display_name":"Hugo Santos","orcid":"https://orcid.org/0000-0002-3189-0291"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I4210112416","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Par\u00e1","ror":"https://ror.org/02239nd21","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210112416"]},{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR","CH"],"is_corresponding":false,"raw_author_name":"Hugo Santos","raw_affiliation_strings":["Institute of Computer Science, University of Bern, Bern, Switzerland","Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-3189-0291","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil","institution_ids":["https://openalex.org/I4210112416","https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358122","display_name":"Minghui Liu","orcid":"https://orcid.org/0000-0002-3171-0270"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067895175","display_name":"Antonio Di Maio","orcid":"https://orcid.org/0000-0001-8495-8926"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antonio Di Maio","raw_affiliation_strings":["Institute of Computer Science, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-8495-8926","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110813410","display_name":"Denis Rosari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112416","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Par\u00e1","ror":"https://ror.org/02239nd21","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210112416"]},{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Denis Rosari","raw_affiliation_strings":["Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1119-2450","affiliations":[{"raw_affiliation_string":"Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil","institution_ids":["https://openalex.org/I4210112416","https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052758924","display_name":"Eduardo Cerqueira","orcid":"https://orcid.org/0000-0003-2162-6523"},"institutions":[{"id":"https://openalex.org/I4210112416","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia do Par\u00e1","ror":"https://ror.org/02239nd21","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2801200668","https://openalex.org/I4210112416"]},{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Cerqueira","raw_affiliation_strings":["Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2162-6523","affiliations":[{"raw_affiliation_string":"Institute of Technology, Federal University of Par\u00e1, Bel\u00e9m, Brazil","institution_ids":["https://openalex.org/I4210112416","https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087658596","display_name":"Torsten Braun","orcid":"https://orcid.org/0000-0001-5968-7108"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Torsten Braun","raw_affiliation_strings":["Institute of Computer Science, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5968-7108","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038809760","display_name":"Xianbin Cao","orcid":"https://orcid.org/0000-0002-5042-7884"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianbin Cao","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5042-7884","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.1633,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.98469013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"18","issue":"4","first_page":"3955","last_page":"3972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9995999932289124,"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":0.9995999932289124,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.9930999875068665,"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":0.8845251798629761},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7291543483734131},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6298575401306152},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6224777102470398},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6093357801437378},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5857524871826172},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5444582104682922},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4648664593696594},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.44189316034317017},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4360724687576294},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.41006675362586975},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.331257700920105},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2113233506679535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18274632096290588},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09773978590965271},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08669033646583557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8845251798629761},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7291543483734131},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6298575401306152},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6224777102470398},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6093357801437378},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5857524871826172},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5444582104682922},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4648664593696594},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.44189316034317017},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4360724687576294},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.41006675362586975},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.331257700920105},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2113233506679535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18274632096290588},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09773978590965271},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08669033646583557}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnsm.2021.3123216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2021.3123216","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:boris.unibe.ch:160420","is_oa":true,"landing_page_url":"https://boris.unibe.ch/160420/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, Zhongliang; Pacheco, Lucas; Santos, Hugo; Liu, Minghui; Di Maio, Antonio; Ros\u00e1rio, Denis; Cerqueira, Eduardo; Braun, Torsten; Cao, Xianbin (2021). Predictive UAV Base Station Deployment and Service Offloading with Distributed Edge Learning. IEEE Transactions on Network and Service Management, 18(4), pp. 3955-3972. IEEE 10.1109/TNSM.2021.3123216 <http://dx.doi.org/10.1109/TNSM.2021.3123216>","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:boris.unibe.ch:160420","is_oa":true,"landing_page_url":"https://boris.unibe.ch/160420/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, Zhongliang; Pacheco, Lucas; Santos, Hugo; Liu, Minghui; Di Maio, Antonio; Ros\u00e1rio, Denis; Cerqueira, Eduardo; Braun, Torsten; Cao, Xianbin (2021). Predictive UAV Base Station Deployment and Service Offloading with Distributed Edge Learning. IEEE Transactions on Network and Service Management, 18(4), pp. 3955-3972. IEEE 10.1109/TNSM.2021.3123216 <http://dx.doi.org/10.1109/TNSM.2021.3123216>","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G4867385729","display_name":null,"funder_award_id":"91738301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2045284758","https://openalex.org/W2147880780","https://openalex.org/W2165991108","https://openalex.org/W2283463896","https://openalex.org/W2535838896","https://openalex.org/W2562947506","https://openalex.org/W2620242567","https://openalex.org/W2666368276","https://openalex.org/W2734408173","https://openalex.org/W2736068844","https://openalex.org/W2736111490","https://openalex.org/W2774000609","https://openalex.org/W2776855315","https://openalex.org/W2786239590","https://openalex.org/W2789533382","https://openalex.org/W2794554358","https://openalex.org/W2796104866","https://openalex.org/W2803370496","https://openalex.org/W2887410404","https://openalex.org/W2891280833","https://openalex.org/W2892448312","https://openalex.org/W2894265856","https://openalex.org/W2912502408","https://openalex.org/W2914264156","https://openalex.org/W2925554975","https://openalex.org/W2952736579","https://openalex.org/W2962956060","https://openalex.org/W2963358911","https://openalex.org/W2963615009","https://openalex.org/W2975128548","https://openalex.org/W2988384310","https://openalex.org/W2991236681","https://openalex.org/W2998045710","https://openalex.org/W2998472647","https://openalex.org/W2998563803","https://openalex.org/W3000971603","https://openalex.org/W3005820439","https://openalex.org/W3017275226","https://openalex.org/W3023478069","https://openalex.org/W3034590782","https://openalex.org/W3036275239","https://openalex.org/W3042324215","https://openalex.org/W3048486781","https://openalex.org/W3082869959","https://openalex.org/W3091968794","https://openalex.org/W3096000766","https://openalex.org/W3097791196","https://openalex.org/W3099769178","https://openalex.org/W3102880088","https://openalex.org/W3124052111","https://openalex.org/W3133349961","https://openalex.org/W3170139470","https://openalex.org/W4252108511","https://openalex.org/W4297687186","https://openalex.org/W6695838908","https://openalex.org/W6746839373","https://openalex.org/W6747043858","https://openalex.org/W6761268726","https://openalex.org/W6776689561","https://openalex.org/W6779060689"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W3154796165","https://openalex.org/W3033750547","https://openalex.org/W2029216794","https://openalex.org/W4386698331","https://openalex.org/W2047225036","https://openalex.org/W2138314731","https://openalex.org/W2029263917","https://openalex.org/W2093207996","https://openalex.org/W2982446297"],"abstract_inverted_index":{"In":[0,92],"modern":[1],"networks,":[2],"edge":[3,40,117],"computing":[4],"will":[5,44],"be":[6],"responsible":[7],"for":[8,69,99,142],"processing":[9],"and":[10,16,28,53,72,90,178,202],"learning":[11,101,136,174],"from":[12],"the":[13,39,42,46,66,121,133,160,171],"critical":[14],"network-":[15],"user-generated":[17],"data,":[18],"such":[19,59],"as":[20,60,154],"wireless":[21],"link":[22],"usage,":[23],"mobility":[24],"information,":[25],"application":[26],"requests,":[27],"many":[29],"others.":[30],"The":[31],"presence":[32],"of":[33,41,65,123,198],"Artificial":[34],"Intelligence-based":[35],"(AI)":[36],"applications":[37,110],"at":[38],"network":[43,47,57,149,203],"enable":[45],"to":[48,76,176,183],"predict":[49],"necessary":[50],"user":[51,125,143,191,199],"behavior":[52],"its":[54],"impact":[55],"on":[56],"infrastructure,":[58],"base":[61,73,79,83,181],"station":[62],"overloading.":[63],"One":[64],"main":[67],"strategies":[68],"offloading":[70],"users":[71],"stations":[74,182],"is":[75],"deploy":[77,179],"UAV":[78],"stations,":[80,84],"or":[81,189],"flying":[82,180],"which":[85,107,145],"can":[86,146,163],"dynamically":[87],"provide":[88],"service":[89],"connectivity.":[91],"this":[93],"article,":[94],"we":[95,169],"introduce":[96],"a":[97,112,128,138],"framework":[98],"distributed":[100,114,135,173],"over":[102],"Multi-access":[103],"Edge":[104],"Computing":[105],"(MEC),":[106],"manages":[108],"data":[109],"in":[111,127,196],"fully":[113],"setting":[115],"across":[116],"servers,":[118],"thus":[119,193],"reducing":[120],"cost":[122],"collecting":[124],"information":[126],"centralized":[129],"server.":[130],"We":[131],"couple":[132],"proposed":[134,172],"with":[137,151],"novel":[139],"similarity":[140],"metric":[141],"trajectories,":[144],"aggregate":[147],"neural":[148],"models":[150],"similar":[152],"costs":[153],"other":[155],"model":[156],"aggregation":[157,161],"techniques.":[158],"However,":[159],"technique":[162],"achieve":[164],"much":[165],"higher":[166],"accuracy.":[167],"Furthermore,":[168],"apply":[170],"scheme":[175],"manage":[177],"areas":[184],"that":[185],"experience":[186],"high":[187],"demand":[188],"poor":[190],"connectivity,":[192],"optimizing":[194],"connectivity":[195],"terms":[197],"satisfaction,":[200],"delay,":[201],"throughput.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
