{"id":"https://openalex.org/W3196976328","doi":"https://doi.org/10.1109/blackseacom52164.2021.9527886","title":"Federated learning through model gossiping in wireless sensor networks","display_name":"Federated learning through model gossiping in wireless sensor networks","publication_year":2021,"publication_date":"2021-05-24","ids":{"openalex":"https://openalex.org/W3196976328","doi":"https://doi.org/10.1109/blackseacom52164.2021.9527886","mag":"3196976328"},"language":"en","primary_location":{"id":"doi:10.1109/blackseacom52164.2021.9527886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom52164.2021.9527886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5082490942","display_name":"Joannes Sam Mertens","orcid":"https://orcid.org/0000-0001-8536-007X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"J.S. Mertens","raw_affiliation_strings":["Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067573646","display_name":"Laura Galluccio","orcid":"https://orcid.org/0000-0001-6644-0787"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Galluccio","raw_affiliation_strings":["Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050880787","display_name":"Giacomo Morabito","orcid":"https://orcid.org/0000-0002-8714-4001"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Morabito","raw_affiliation_strings":["Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Informatics Engineering (DIEEI) University of Catania Viale Andrea Doria, 6, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983000159263611,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9957000017166138,"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/gossip","display_name":"Gossip","score":0.871099591255188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8426854610443115},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6657924056053162},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.6360703706741333},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5848107933998108},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5740928053855896},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5594487190246582},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5534847974777222},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5200448036193848},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5182057023048401},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4596654176712036},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4292251467704773},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16475710272789001}],"concepts":[{"id":"https://openalex.org/C62989814","wikidata":"https://www.wikidata.org/wiki/Q854648","display_name":"Gossip","level":2,"score":0.871099591255188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8426854610443115},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6657924056053162},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.6360703706741333},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5848107933998108},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5740928053855896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5594487190246582},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5534847974777222},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5200448036193848},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5182057023048401},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4596654176712036},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4292251467704773},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16475710272789001},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/blackseacom52164.2021.9527886","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom52164.2021.9527886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W90544377","https://openalex.org/W2002076319","https://openalex.org/W2100169223","https://openalex.org/W2117905067","https://openalex.org/W2120286056","https://openalex.org/W2128569883","https://openalex.org/W2141381579","https://openalex.org/W2541884796","https://openalex.org/W2565516711","https://openalex.org/W3012125688","https://openalex.org/W3021654819","https://openalex.org/W3033663187","https://openalex.org/W3038028469","https://openalex.org/W3043758338","https://openalex.org/W3044274646","https://openalex.org/W3097060730","https://openalex.org/W3100857292","https://openalex.org/W3102483098","https://openalex.org/W3103802018","https://openalex.org/W3104550706","https://openalex.org/W3156310591","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6759226220","https://openalex.org/W6787013085"],"related_works":["https://openalex.org/W4386850441","https://openalex.org/W2479311294","https://openalex.org/W2094020986","https://openalex.org/W2028973390","https://openalex.org/W4236832331","https://openalex.org/W12419204","https://openalex.org/W2084724079","https://openalex.org/W4246416108","https://openalex.org/W2111773953","https://openalex.org/W179829755"],"abstract_inverted_index":{"Federated":[0],"learning":[1,10],"(FL)":[2],"has":[3],"been":[4],"recently":[5],"proposed":[6],"to":[7,59,91],"achieve":[8,92],"distributed":[9],"in":[11,13,27,107,112],"communication":[12,50],"an":[14],"efficient":[15],"and":[16,43,49,79,96],"privacy-preserving":[17],"way.":[18],"Unfortunately":[19],"FL":[20],"cannot":[21],"be":[22,77,89],"applied":[23],"as":[24],"it":[25,32,45],"is":[26],"wireless":[28],"sensor":[29],"networks,":[30],"because":[31,44],"requires":[33],"a":[34],"large":[35],"number":[36],"of":[37,39,114],"transmissions":[38],"the":[40,60,66,103,110],"model":[41],"parameters":[42],"involves":[46],"huge":[47],"energy":[48,94],"resource":[51,115],"consumption":[52],"at":[53],"nodes":[54],"that":[55,102],"are":[56,69],"physically":[57],"closer":[58],"point":[61],"where":[62],"models":[63],"calculated":[64],"by":[65],"federated":[67],"learners":[68],"aggregated.":[70],"In":[71],"this":[72],"paper,":[73],"such":[74],"claim":[75],"will":[76,81],"demonstrated":[78],"we":[80],"investigate":[82],"how":[83],"gossiping,":[84],"combined":[85],"with":[86],"FL,":[87],"can":[88,105],"used":[90],"higher":[93],"efficiency":[95],"bandwidth":[97],"saving.":[98],"Early":[99],"results":[100],"show":[101],"gossiping":[104],"help":[106],"improving":[108],"significantly":[109],"performance":[111],"terms":[113],"efficiency.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
