{"id":"https://openalex.org/W2044875023","doi":"https://doi.org/10.1109/acssc.2014.7094557","title":"Performance analysis of multitask diffusion adaptation over asynchronous networks","display_name":"Performance analysis of multitask diffusion adaptation over asynchronous networks","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2044875023","doi":"https://doi.org/10.1109/acssc.2014.7094557","mag":"2044875023"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2014.7094557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094557","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/233486","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015999129","display_name":"Roula Nassif","orcid":"https://orcid.org/0000-0001-9663-8559"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Roula Nassif","raw_affiliation_strings":["Universit\u00e9 de Nice Sophia-Antipolis, France","Universite de Nice Sophia Antipolis, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Nice Sophia-Antipolis, France","institution_ids":["https://openalex.org/I201841394"]},{"raw_affiliation_string":"Universite de Nice Sophia Antipolis, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009808175","display_name":"C\u00e9dric Richard","orcid":"https://orcid.org/0000-0003-2890-141X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Richard","raw_affiliation_strings":["Universit\u00e9 de Nice Sophia-Antipolis, France","Universite de Nice Sophia Antipolis, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Nice Sophia-Antipolis, France","institution_ids":["https://openalex.org/I201841394"]},{"raw_affiliation_string":"Universite de Nice Sophia Antipolis, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113823284","display_name":"Andr\u00e9 Ferrari","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andre Ferrari","raw_affiliation_strings":["Universit\u00e9 de Nice Sophia-Antipolis, France","Universite de Nice Sophia Antipolis, CNRS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Nice Sophia-Antipolis, France","institution_ids":["https://openalex.org/I201841394"]},{"raw_affiliation_string":"Universite de Nice Sophia Antipolis, CNRS, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I201841394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091103447","display_name":"Ali H. Sayed","orcid":"https://orcid.org/0000-0002-5125-5519"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali H. Sayed","raw_affiliation_strings":["University of California, Los Angeles, USA","University of California\u2013Los Angeles USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California\u2013Los Angeles USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6955,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8946631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"788","last_page":"792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.994700014591217,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/asynchronous-communication","display_name":"Asynchronous communication","score":0.8327115774154663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8043358325958252},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.7119899392127991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36314475536346436},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33903154730796814},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10615530610084534}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8327115774154663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8043358325958252},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.7119899392127991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36314475536346436},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33903154730796814},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10615530610084534},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/acssc.2014.7094557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094557","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:233486","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:233486","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/143386","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:233486","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1525796869","https://openalex.org/W1578630563","https://openalex.org/W2024747714","https://openalex.org/W2042664989","https://openalex.org/W2057325524","https://openalex.org/W2093737596","https://openalex.org/W2093795816","https://openalex.org/W2095578515","https://openalex.org/W2120286056","https://openalex.org/W2141788746","https://openalex.org/W2154834860","https://openalex.org/W2165499073","https://openalex.org/W2166935429","https://openalex.org/W2295500362","https://openalex.org/W2727450595","https://openalex.org/W2962907301","https://openalex.org/W2963395095","https://openalex.org/W2963544917","https://openalex.org/W3104550706","https://openalex.org/W4238850922","https://openalex.org/W6631683529","https://openalex.org/W6648936409","https://openalex.org/W6673253313","https://openalex.org/W6674047693"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0],"multitask":[1],"diffusion":[2],"LMS":[3],"algorithm":[4,47],"is":[5],"an":[6],"efficient":[7],"strategy":[8],"to":[9,55],"address":[10],"distributed":[11],"estimation":[12],"problems":[13],"that":[14,20],"are":[15,53],"multitask-oriented":[16],"in":[17],"the":[18,21,28,40,46,84],"sense":[19],"optimum":[22],"parameter":[23],"vector":[24],"may":[25],"not":[26],"be":[27],"same":[29],"for":[30],"every":[31],"cluster":[32],"of":[33,45,58],"nodes.":[34],"In":[35],"this":[36],"work,":[37],"we":[38],"explore":[39],"adaptation":[41],"and":[42,64,68,77],"learning":[43,85],"behavior":[44],"under":[48],"asynchronous":[49,80],"conditions":[50],"when":[51],"networks":[52],"subject":[54],"various":[56],"sources":[57],"uncertainties,":[59],"including":[60],"random":[61],"link":[62],"failures":[63],"agents":[65],"turning":[66],"on":[67],"off":[69],"randomly.":[70],"We":[71],"conduct":[72],"a":[73],"mean-square-error":[74],"performance":[75],"analysis":[76],"examine":[78],"how":[79],"events":[81],"interfere":[82],"with":[83],"performance.":[86]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}