{"id":"https://openalex.org/W4391768369","doi":"https://doi.org/10.1109/jsac.2024.3365901","title":"Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading","display_name":"Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading","publication_year":2024,"publication_date":"2024-02-13","ids":{"openalex":"https://openalex.org/W4391768369","doi":"https://doi.org/10.1109/jsac.2024.3365901"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2024.3365901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3365901","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5101403023","display_name":"Dong-Jun Han","orcid":"https://orcid.org/0000-0003-2970-7336"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dong-Jun Han","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059750214","display_name":"Seyyedali Hosseinalipour","orcid":"https://orcid.org/0000-0003-4266-4000"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyyedali Hosseinalipour","raw_affiliation_strings":["Department of Electrical Engineering, University at Buffalo--SUNY, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University at Buffalo--SUNY, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001355478","display_name":"David J. Love","orcid":"https://orcid.org/0000-0001-5922-4787"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Love","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110782105","display_name":"Mung Chiang","orcid":"https://orcid.org/0000-0002-8920-651X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mung Chiang","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020399355","display_name":"Christopher G. Brinton","orcid":"https://orcid.org/0000-0003-2771-3521"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher G. Brinton","raw_affiliation_strings":["Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101403023"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":13.054,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98994021,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"42","issue":"5","first_page":"1080","last_page":"1096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9779999852180481,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.945900022983551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8806631565093994},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6078145503997803},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4984283447265625},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.492047518491745},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.48646947741508484},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44198888540267944},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.431138813495636},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3128567337989807},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.19085726141929626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8806631565093994},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6078145503997803},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4984283447265625},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.492047518491745},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.48646947741508484},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44198888540267944},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.431138813495636},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3128567337989807},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.19085726141929626},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.0},{"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/jsac.2024.3365901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2024.3365901","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1458702264","display_name":null,"funder_award_id":"D22AP00168","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G2318548222","display_name":null,"funder_award_id":"N000142112472","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G3953276932","display_name":null,"funder_award_id":"CNS-2212565","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W2945262235","https://openalex.org/W2963318081","https://openalex.org/W2975156709","https://openalex.org/W2982409974","https://openalex.org/W2995022099","https://openalex.org/W3006919779","https://openalex.org/W3015613093","https://openalex.org/W3021654819","https://openalex.org/W3024145172","https://openalex.org/W3036634962","https://openalex.org/W3038022836","https://openalex.org/W3038057116","https://openalex.org/W3045638580","https://openalex.org/W3045898871","https://openalex.org/W3048295601","https://openalex.org/W3090615085","https://openalex.org/W3090837869","https://openalex.org/W3099980742","https://openalex.org/W3109847748","https://openalex.org/W3111182214","https://openalex.org/W3127207655","https://openalex.org/W3132218710","https://openalex.org/W3134807487","https://openalex.org/W3138627822","https://openalex.org/W3172060017","https://openalex.org/W3178661111","https://openalex.org/W3196018792","https://openalex.org/W3197055488","https://openalex.org/W3203818865","https://openalex.org/W3213889621","https://openalex.org/W3216338889","https://openalex.org/W3217299421","https://openalex.org/W4221148896","https://openalex.org/W4312262807","https://openalex.org/W4312313611","https://openalex.org/W4312455837","https://openalex.org/W4313043980","https://openalex.org/W4315783332","https://openalex.org/W4318619660","https://openalex.org/W4320018413","https://openalex.org/W4321636815","https://openalex.org/W4366668467","https://openalex.org/W4375929104","https://openalex.org/W4379983288","https://openalex.org/W4385820027","https://openalex.org/W4387883786","https://openalex.org/W4388579751","https://openalex.org/W4394966914","https://openalex.org/W6728757088","https://openalex.org/W6759238902","https://openalex.org/W6763549698","https://openalex.org/W6765541894","https://openalex.org/W6768511045","https://openalex.org/W6774804355","https://openalex.org/W6810823101","https://openalex.org/W6852667460"],"related_works":["https://openalex.org/W2966556967","https://openalex.org/W2954039338","https://openalex.org/W2751308120","https://openalex.org/W4399169206","https://openalex.org/W2896883851","https://openalex.org/W4380356430","https://openalex.org/W3034137700","https://openalex.org/W3108946947","https://openalex.org/W2337102067","https://openalex.org/W4302338237"],"abstract_inverted_index":{"While":[0],"network":[1,147],"coverage":[2,91],"maps":[3],"continue":[4,122],"to":[5,15,24,41,55,80,88,111,154,160],"expand,":[6],"many":[7],"devices":[8,159],"located":[9],"in":[10],"remote":[11,48,99],"areas":[12],"remain":[13],"unconnected":[14],"terrestrial":[16],"communication":[17],"infrastructures,":[18],"preventing":[19],"them":[20],"from":[21,67,157],"getting":[22],"access":[23],"the":[25,57,89,118,126,131,150,180],"associated":[26],"data-driven":[27],"services.":[28],"In":[29],"this":[30],"paper,":[31],"we":[32,101,171],"propose":[33],"a":[34,97,139],"ground-to-satellite":[35],"cooperative":[36],"federated":[37],"learning":[38,44],"(FL)":[39],"methodology":[40,51,175],"facilitate":[42,102],"machine":[43],"service":[45],"management":[46],"over":[47,96,145],"regions.":[49],"Our":[50],"orchestrates":[52],"satellite":[53,95,103,120,189],"constellations":[54],"provide":[56],"following":[58],"key":[59],"functions":[60],"during":[61],"FL:":[62],"(i)":[63],"processing":[64],"data":[65,110,153],"offloaded":[66,156],"ground":[68,158],"devices,":[69],"(ii)":[70],"aggregating":[71],"models":[72,107],"within":[73],"device":[74],"clusters,":[75],"and":[76,108,137,162,187],"(iii)":[77],"relaying":[78],"models/data":[79],"other":[81,188],"satellites":[82,113,161],"via":[83,114],"inter-satellite":[84],"links":[85],"(ISLs).":[86],"Due":[87],"limited":[90],"time":[92],"of":[93,105,134,152,182],"each":[94],"particular":[98],"area,":[100],"transmission":[104],"trained":[106],"acquired":[109],"neighboring":[112],"ISL,":[115],"so":[116],"that":[117,173],"incoming":[119],"can":[121,176],"conducting":[123],"FL":[124,183],"for":[125],"region.":[127],"We":[128],"theoretically":[129],"analyze":[130],"convergence":[132,181],"behavior":[133],"our":[135,174],"algorithm,":[136],"develop":[138],"training":[140],"latency":[141],"minimizer":[142],"which":[143],"optimizes":[144],"satellite-specific":[146],"resources,":[148],"including":[149],"amount":[151],"be":[155],"satellites\u2019":[163],"computation":[164],"speeds.":[165],"Through":[166],"experiments":[167],"on":[168],"three":[169],"datasets,":[170],"show":[172],"significantly":[177],"speed":[178],"up":[179],"compared":[184],"with":[185],"terrestrial-only":[186],"baseline":[190],"approaches.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}