{"id":"https://openalex.org/W3120691381","doi":"https://doi.org/10.1145/3428662.3428792","title":"Decentralized machine learning using compressed push-pull averaging","display_name":"Decentralized machine learning using compressed push-pull averaging","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3120691381","doi":"https://doi.org/10.1145/3428662.3428792","mag":"3120691381"},"language":"en","primary_location":{"id":"doi:10.1145/3428662.3428792","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3428662.3428792","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Distributed Infrastructure for Common Good","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037746429","display_name":"G\u00e1bor Danner","orcid":"https://orcid.org/0000-0002-9983-1060"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"G\u00e1bor Danner","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033782938","display_name":"Istv\u00e1n Heged\u0171s","orcid":"https://orcid.org/0000-0002-5356-2192"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Istv\u00e1n Heged\u0171s","raw_affiliation_strings":["University of Szeged, Szeged, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Szeged, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054208211","display_name":"M\u00e1rk Jelasity","orcid":"https://orcid.org/0000-0001-9363-1482"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"M\u00e1rk Jelasity","raw_affiliation_strings":["University of Szeged, and MTA-SZTE, Research Group on AI, Szeged, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Szeged, and MTA-SZTE, Research Group on AI, Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I227486990"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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":0.9993000030517578,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8494366407394409},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5201128721237183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49374398589134216},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4668351411819458},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.43462276458740234},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.4169046878814697},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.4163866341114044},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41261982917785645},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4119439125061035},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.29667574167251587},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1885337233543396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8494366407394409},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5201128721237183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49374398589134216},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4668351411819458},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.43462276458740234},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.4169046878814697},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4163866341114044},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41261982917785645},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4119439125061035},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.29667574167251587},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1885337233543396},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3428662.3428792","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3428662.3428792","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Distributed Infrastructure for Common Good","raw_type":"proceedings-article"},{"id":"pmh:oai:publicatio.bibl.u-szeged.hu:20177","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400675","display_name":"SZTE Publicatio Repozit\u00f3rium (University of Szeged)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I227486990","host_organization_name":"University of Szeged","host_organization_lineage":["https://openalex.org/I227486990"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"K\u00f6nyv r\u00e9sze"}],"best_oa_location":{"id":"pmh:oai:publicatio.bibl.u-szeged.hu:20177","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400675","display_name":"SZTE Publicatio Repozit\u00f3rium (University of Szeged)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I227486990","host_organization_name":"University of Szeged","host_organization_lineage":["https://openalex.org/I227486990"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"K\u00f6nyv r\u00e9sze"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3880621598","display_name":null,"funder_award_id":"TUDFO/47138-1/2019-ITM","funder_id":"https://openalex.org/F4320328991","funder_display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium"},{"id":"https://openalex.org/G4262857627","display_name":null,"funder_award_id":"GINOP-2.3.2-15-2016","funder_id":"https://openalex.org/F4320328860","funder_display_name":"Magyarorsz\u00e1g Korm\u00e1nya"},{"id":"https://openalex.org/G5071172820","display_name":null,"funder_award_id":"GINOP-2.3.2-15-2016-00037","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5416448864","display_name":null,"funder_award_id":"GINOP-2.3.2-15-2016-00037","funder_id":"https://openalex.org/F4320328860","funder_display_name":"Magyarorsz\u00e1g Korm\u00e1nya"},{"id":"https://openalex.org/G5749894948","display_name":null,"funder_award_id":"TUDFO/47138-1/2019-ITM","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7200774062","display_name":null,"funder_award_id":"TUDFO/47138-1/2019","funder_id":"https://openalex.org/F4320328991","funder_display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium"},{"id":"https://openalex.org/G737441864","display_name":null,"funder_award_id":"TUDFO/47138-1/2019-ITM","funder_id":"https://openalex.org/F4320328860","funder_display_name":"Magyarorsz\u00e1g Korm\u00e1nya"}],"funders":[{"id":"https://openalex.org/F4320328860","display_name":"Magyarorsz\u00e1g Korm\u00e1nya","ror":"https://ror.org/007ekx298"},{"id":"https://openalex.org/F4320328991","display_name":"Innov\u00e1ci\u00f3s \u00e9s Technol\u00f3giai Miniszt\u00e9rium","ror":"https://ror.org/02ey3ab96"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W134960717","https://openalex.org/W2028201344","https://openalex.org/W2053836930","https://openalex.org/W2067770327","https://openalex.org/W2089497633","https://openalex.org/W2112796928","https://openalex.org/W2114109296","https://openalex.org/W2124623748","https://openalex.org/W2161874107","https://openalex.org/W2167727240","https://openalex.org/W2171533384","https://openalex.org/W2253429366","https://openalex.org/W2547352193","https://openalex.org/W2750384547","https://openalex.org/W2808289971","https://openalex.org/W2808423829","https://openalex.org/W2887818970","https://openalex.org/W2911327153","https://openalex.org/W2949003697","https://openalex.org/W3097817814","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2107680156","https://openalex.org/W2964213236","https://openalex.org/W2163719598","https://openalex.org/W3161919736","https://openalex.org/W2387018512","https://openalex.org/W4301184752","https://openalex.org/W2751422192","https://openalex.org/W1509797384","https://openalex.org/W1201576901","https://openalex.org/W4382897170"],"abstract_inverted_index":{"For":[0],"decentralized":[1],"learning":[2,16,55,75],"algorithms":[3],"communication":[4],"efficiency":[5],"is":[6,28,57,98],"a":[7,29,48,84,91,109],"central":[8],"issue.":[9],"On":[10,23],"the":[11,24,60],"one":[12],"hand,":[13,26],"good":[14],"machine":[15,54],"models":[17],"require":[18],"more":[19,21],"and":[20,42],"parameters.":[22],"other":[25],"there":[27],"relatively":[30,85],"large":[31],"cost":[32],"for":[33,52,76],"transferring":[34],"data":[35],"via":[36],"P2P":[37,53,66],"channels":[38],"due":[39],"to":[40],"bandwidth":[41],"unreliability":[43],"issues.":[44],"Here,":[45],"we":[46,70,82],"propose":[47],"novel":[49],"compression":[50],"mechanism":[51],"that":[56,81,97],"based":[58],"on":[59,73,88],"application":[61],"of":[62,90],"stateful":[63],"codecs":[64],"over":[65,108],"links.":[67],"In":[68],"addition,":[69],"also":[71],"rely":[72],"transfer":[74],"extra":[77],"compression.":[78],"This":[79],"means":[80],"train":[83],"small":[86],"model":[87],"top":[89],"high":[92],"quality":[93],"pre-trained":[94],"feature":[95],"set":[96],"fixed.":[99],"We":[100],"demonstrate":[101],"these":[102],"contributions":[103],"through":[104],"an":[105],"experimental":[106],"analysis":[107],"real":[110],"smartphone":[111],"trace.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
