{"id":"https://openalex.org/W4283383200","doi":"https://doi.org/10.1145/3526059.3533621","title":"A Novel Approach to Distributed Model Aggregation using Apache Kafka","display_name":"A Novel Approach to Distributed Model Aggregation using Apache Kafka","publication_year":2022,"publication_date":"2022-06-23","ids":{"openalex":"https://openalex.org/W4283383200","doi":"https://doi.org/10.1145/3526059.3533621"},"language":"en","primary_location":{"id":"doi:10.1145/3526059.3533621","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3526059.3533621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1145/3526059.3533621","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060609702","display_name":"Saira Bano","orcid":"https://orcid.org/0000-0001-8126-4638"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Saira Bano","raw_affiliation_strings":["University of Pisa & ISTI, CNR, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pisa & ISTI, CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001811732","display_name":"Emanuele Carlini","orcid":null},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Carlini","raw_affiliation_strings":["ISTI-CNR, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091257734","display_name":"Pietro Cassar\u00e1","orcid":"https://orcid.org/0000-0002-3704-4133"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Cassara'","raw_affiliation_strings":["ISTI-CNR & CNIT, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR & CNIT, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000139038","display_name":"Massimo Coppola","orcid":"https://orcid.org/0000-0002-7937-4157"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Coppola","raw_affiliation_strings":["ISTI-CNR, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076098917","display_name":"Patrizio Dazzi","orcid":"https://orcid.org/0000-0001-8504-1503"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizio Dazzi","raw_affiliation_strings":["ISTI-CNR, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048540584","display_name":"Alberto Gotta","orcid":"https://orcid.org/0000-0002-8134-7844"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Gotta","raw_affiliation_strings":["ISTI-CNR & CNIT, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"ISTI-CNR & CNIT, Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060609702"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I122991210"],"apc_list":null,"apc_paid":null,"fwci":0.4281,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62663289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"5","issue":null,"first_page":"33","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.996999979019165,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/cloud-computing","display_name":"Cloud computing","score":0.8121042251586914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8086906671524048},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7876652479171753},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7307695150375366},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7209393978118896},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6608569025993347},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5939340591430664},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5873512625694275},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.44636109471321106},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44276779890060425},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3587145507335663},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20276859402656555},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.176682710647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16471949219703674}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8121042251586914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8086906671524048},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7876652479171753},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7307695150375366},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7209393978118896},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6608569025993347},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5939340591430664},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5873512625694275},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.44636109471321106},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44276779890060425},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3587145507335663},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20276859402656555},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.176682710647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16471949219703674},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3526059.3533621","is_oa":false,"landing_page_url":"http://doi.org/10.1145/3526059.3533621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Flexible Resource and Application Management on the Edge","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1158267","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1158267","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dnet:people______::5cb757389ae9225125d86d90f039a208","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference article"},{"id":"pmh:oai:zenodo.org:7018557","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3526059.3533621","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:7018557","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3526059.3533621","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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/conferencePaper"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G6681187973","display_name":null,"funder_award_id":"871385","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2076088860","https://openalex.org/W2155404021","https://openalex.org/W2397723600","https://openalex.org/W2594560857","https://openalex.org/W2621222086","https://openalex.org/W2624989916","https://openalex.org/W2883307571","https://openalex.org/W2886047306","https://openalex.org/W2944050366","https://openalex.org/W2963318081","https://openalex.org/W2964316812","https://openalex.org/W2988166621","https://openalex.org/W2992759268","https://openalex.org/W3001299093","https://openalex.org/W3166272535","https://openalex.org/W3197377327","https://openalex.org/W4229081728","https://openalex.org/W4281943365","https://openalex.org/W6600137863"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3189674571","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4313526662","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"<p>Multi-Access":[0],"Edge":[1],"Computing":[2],"(MEC)":[3],"is":[4,17],"attracting":[5],"a":[6,44,71],"lot":[7],"of":[8,23,81,111],"interest":[9],"because":[10],"it":[11],"complements":[12],"cloud-based":[13],"approaches.":[14],"Indeed,":[15],"MEC":[16,65],"opening":[18],"up":[19],"in":[20,78],"the":[21,36,79,109],"direction":[22],"reducing":[24],"both":[25],"interaction":[26],"delays":[27],"and":[28,51,61,66,69,94,106],"data":[29],"sharing,":[30],"called":[31],"Cyber-Physical":[32],"Systems":[33],"(CPSs).":[34],"In":[35,54],"near":[37],"fu-":[38],"ture,":[39],"edge":[40],"technologies":[41],"will":[42,87],"be":[43,76],"fundamental":[45],"tool":[46],"to":[47],"better":[48],"support":[49,88],"time-dependent":[50],"data-intensive":[52],"applications.":[53],"this":[55,57],"context,":[56],"work":[58],"explores":[59],"existing":[60],"emerging":[62],"platforms":[63],"for":[64,103],"human-centric":[67],"applications,":[68],"proposes":[70],"suitable":[72],"architecture":[73,86],"that":[74],"can":[75],"used":[77],"context":[80],"autonomous":[82],"vehicle":[83],"systems.The":[84],"proposed":[85],"scalable":[89],"communication":[90],"among":[91],"sensing":[92],"devices":[93],"edge/cloud":[95],"computing":[96],"platforms,":[97],"as":[98,100,116],"well":[99],"orchestrate":[101],"services":[102],"computing,":[104],"storage,":[105],"learning":[107],"with":[108],"use":[110],"an":[112],"Information-centric":[113],"paradigm":[114],"such":[115],"Apache":[117],"Kafka</p>":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-06-25T00:00:00"}