{"id":"https://openalex.org/W4387913075","doi":"https://doi.org/10.1109/ict-dm58371.2023.10286953","title":"Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios","display_name":"Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios","publication_year":2023,"publication_date":"2023-09-13","ids":{"openalex":"https://openalex.org/W4387913075","doi":"https://doi.org/10.1109/ict-dm58371.2023.10286953"},"language":"en","primary_location":{"id":"doi:10.1109/ict-dm58371.2023.10286953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm58371.2023.10286953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arpi.unipi.it/bitstream/11568/1263687/3/exploring_article_ARPI.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072187803","display_name":"L. Palmieri","orcid":"https://orcid.org/0009-0001-4307-2720"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Palmieri","raw_affiliation_strings":["IIT-CNR,Pisa,Italy","IIT-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT-CNR,Pisa,Italy","institution_ids":["https://openalex.org/I4210130157"]},{"raw_affiliation_string":"IIT-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025706910","display_name":"Chiara Boldrini","orcid":"https://orcid.org/0000-0001-5080-8110"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Boldrini","raw_affiliation_strings":["IIT-CNR,Pisa,Italy","IIT-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT-CNR,Pisa,Italy","institution_ids":["https://openalex.org/I4210130157"]},{"raw_affiliation_string":"IIT-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022139051","display_name":"Lorenzo Valerio","orcid":"https://orcid.org/0000-0001-5574-7847"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Valerio","raw_affiliation_strings":["IIT-CNR,Pisa,Italy","IIT-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT-CNR,Pisa,Italy","institution_ids":["https://openalex.org/I4210130157"]},{"raw_affiliation_string":"IIT-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018610428","display_name":"Andrea Passarella","orcid":"https://orcid.org/0000-0002-1694-612X"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Passarella","raw_affiliation_strings":["IIT-CNR,Pisa,Italy","IIT-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT-CNR,Pisa,Italy","institution_ids":["https://openalex.org/I4210130157"]},{"raw_affiliation_string":"IIT-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051596806","display_name":"Marco Conti","orcid":"https://orcid.org/0000-0003-4097-4064"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Conti","raw_affiliation_strings":["IIT-CNR,Pisa,Italy","IIT-CNR, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT-CNR,Pisa,Italy","institution_ids":["https://openalex.org/I4210130157"]},{"raw_affiliation_string":"IIT-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I4210130157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210130157"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9980000257492065,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9980000257492065,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7227737903594971},{"id":"https://openalex.org/keywords/peer-to-peer","display_name":"Peer-to-peer","score":0.54557204246521},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5358695983886719},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.4807598292827606},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4685453176498413},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4649597108364105},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.43939071893692017},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.42080622911453247},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41893693804740906},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1889723539352417},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11216044425964355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7227737903594971},{"id":"https://openalex.org/C534932454","wikidata":"https://www.wikidata.org/wiki/Q161410","display_name":"Peer-to-peer","level":2,"score":0.54557204246521},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5358695983886719},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.4807598292827606},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4685453176498413},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4649597108364105},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.43939071893692017},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.42080622911453247},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41893693804740906},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1889723539352417},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11216044425964355},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ict-dm58371.2023.10286953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm58371.2023.10286953","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1263687","is_oa":true,"landing_page_url":"https://hdl.handle.net/11568/1263687","pdf_url":"https://arpi.unipi.it/bitstream/11568/1263687/3/exploring_article_ARPI.pdf","source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arpi.unipi.it:11568/1263687","is_oa":true,"landing_page_url":"https://hdl.handle.net/11568/1263687","pdf_url":"https://arpi.unipi.it/bitstream/11568/1263687/3/exploring_article_ARPI.pdf","source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5699999928474426,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1988630888","display_name":"HumanE AI Network","funder_award_id":"952026","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4508289328","display_name":null,"funder_award_id":"PE00000013","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5542951831","display_name":null,"funder_award_id":"952026","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7205771190","display_name":null,"funder_award_id":"PE00000001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387913075.pdf","grobid_xml":"https://content.openalex.org/works/W4387913075.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1967385589","https://openalex.org/W1998747964","https://openalex.org/W2002779084","https://openalex.org/W2065769502","https://openalex.org/W2945262235","https://openalex.org/W2995022099","https://openalex.org/W2996845627","https://openalex.org/W3106356772","https://openalex.org/W3136763764","https://openalex.org/W3158567365","https://openalex.org/W4318619660","https://openalex.org/W4381489585","https://openalex.org/W6728757088","https://openalex.org/W6762326562"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3047641002","https://openalex.org/W2100342646"],"abstract_inverted_index":{"Fully":[0],"decentralized":[1,28,81,153,165],"learning":[2,7,35,74,82,100,154,166,229,253],"enables":[3],"the":[4,34,38,67,99,103,106,144,161,175,183,198,225,228,246,252],"distribution":[5],"of":[6,33,69,105,128,146,163,171,227,237,243,260],"resources":[8],"and":[9,18,27,57,102,251],"decision-making":[10],"capabilities":[11],"across":[12,217],"multiple":[13],"user":[14],"devices":[15,125,172,187,194],"or":[16,49,63,130],"nodes,":[17],"is":[19,215,231],"rapidly":[20],"gaining":[21],"popularity":[22],"due":[23,135],"to":[24,40,92,120,136,149,197],"its":[25],"privacy-preserving":[26],"nature.":[29],"Importantly,":[30],"this":[31,86,140,179],"crowdsourcing":[32],"process":[36,101,167,176,230,254],"allows":[37],"system":[39],"continue":[41],"functioning":[42],"even":[43,115],"if":[44],"some":[45],"nodes":[46,218],"are":[47,118],"affected":[48,233],"disconnected.":[50],"In":[51,111,139],"a":[52,96,112,156,164,169,208,235,241,257],"disaster":[53,113,157],"scenario,":[54,114],"communication":[55,107],"infrastructure":[56],"centralized":[58,73,91],"systems":[59],"may":[60],"be":[61],"disrupted":[62],"completely":[64],"unavailable,":[65],"hindering":[66],"possibility":[68],"carrying":[70],"out":[71,127],"standard":[72],"tasks":[75],"in":[76,85,155,219],"these":[77],"settings.":[78],"Thus,":[79],"fully":[80],"can":[83,255],"help":[84],"case.":[87],"However,":[88],"transitioning":[89],"from":[90,133,174],"peer-to-peer":[93,116,150],"communications":[94,117,151],"introduces":[95],"dependency":[97],"between":[98,185],"topology":[104],"graph":[108,199,210],"among":[109],"nodes.":[110],"susceptible":[119],"abrupt":[121],"changes,":[122],"such":[123],"as":[124],"running":[126],"battery":[129],"getting":[131],"disconnected":[132],"others":[134],"their":[137],"position.":[138],"study,":[141],"we":[142,181],"investigate":[143],"effects":[145],"various":[147],"disruptions":[148],"on":[152,207],"setting.":[158],"We":[159],"examine":[160],"resilience":[162],"when":[168],"subset":[170],"drop":[173],"abruptly.":[177],"To":[178],"end,":[180],"analyze":[182],"difference":[184],"losing":[186],"holding":[188],"data,":[189],"i.e.,":[190,201],"potential":[191],"knowledge,":[192],"vs.":[193],"contributing":[195],"only":[196],"connectivity,":[200],"with":[202],"no":[203],"data.":[204,244],"Our":[205],"findings":[206],"Barabasi-Albert":[209],"topology,":[211],"where":[212],"training":[213],"data":[214],"distributed":[216],"an":[220],"IID":[221],"fashion,":[222],"indicate":[223],"that":[224],"accuracy":[226],"more":[232],"by":[234,240],"loss":[236,242],"connectivity":[238],"than":[239],"Nevertheless,":[245],"network":[247],"remains":[248],"relatively":[249],"robust,":[250],"achieve":[256],"good":[258],"level":[259],"accuracy.":[261]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
