{"id":"https://openalex.org/W2404249360","doi":"https://doi.org/10.1109/icassp.2016.7472585","title":"Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis","display_name":"Asynchronous distributed alternating direction method of multipliers: Algorithm and convergence analysis","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2404249360","doi":"https://doi.org/10.1109/icassp.2016.7472585","mag":"2404249360"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","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/A5064271996","display_name":"Tsung\u2010Hui Chang","orcid":"https://orcid.org/0000-0003-1349-2764"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tsung-Hui Chang","raw_affiliation_strings":["School of Sci. & Eng, The Chinese Univ. of Hong Kong, Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Sci. & Eng, The Chinese Univ. of Hong Kong, Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633783","display_name":"Mingyi Hong","orcid":"https://orcid.org/0000-0003-1263-9365"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingyi Hong","raw_affiliation_strings":["Dept. of IMSE & ECE, Iowa State Univ, Ames, IA, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of IMSE & ECE, Iowa State Univ, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465606","display_name":"Wei-Cheng Liao","orcid":"https://orcid.org/0000-0002-5797-1049"},"institutions":[{"id":"https://openalex.org/I4210101327","display_name":"Twin Cities Orthopedics","ror":"https://ror.org/01en4s460","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210101327"]},{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei-Cheng Liao","raw_affiliation_strings":["Dept. of Elect. & Compt. Eng, Univ. of Minnesota, Twin Cities, MN, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Elect. & Compt. Eng, Univ. of Minnesota, Twin Cities, MN, USA","institution_ids":["https://openalex.org/I4210101327","https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101927070","display_name":"Xiangfeng Wang","orcid":"https://orcid.org/0000-0003-3064-5128"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangfeng Wang","raw_affiliation_strings":["Software Eng. Institute, East China Normal Univ., Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Software Eng. Institute, East China Normal Univ., Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064271996"],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":1.8238,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83089954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"24","issue":null,"first_page":"4781","last_page":"4785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9988999962806702,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9955000281333923,"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/asynchronous-communication","display_name":"Asynchronous communication","score":0.8393158912658691},{"id":"https://openalex.org/keywords/asynchrony","display_name":"Asynchrony (computer programming)","score":0.7576901912689209},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7538671493530273},{"id":"https://openalex.org/keywords/karush\u2013kuhn\u2013tucker-conditions","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","score":0.7364016771316528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7240800857543945},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.5810414552688599},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5518136024475098},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5010268688201904},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4685780704021454},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43584924936294556},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2074352502822876},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.19905930757522583}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.8393158912658691},{"id":"https://openalex.org/C2779019669","wikidata":"https://www.wikidata.org/wiki/Q25203946","display_name":"Asynchrony (computer programming)","level":3,"score":0.7576901912689209},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7538671493530273},{"id":"https://openalex.org/C50454189","wikidata":"https://www.wikidata.org/wiki/Q2075125","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","level":2,"score":0.7364016771316528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7240800857543945},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.5810414552688599},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5518136024475098},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5010268688201904},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4685780704021454},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43584924936294556},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2074352502822876},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.19905930757522583},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7472585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W130696423","https://openalex.org/W1549918636","https://openalex.org/W1578087040","https://openalex.org/W1603765807","https://openalex.org/W1986080131","https://openalex.org/W2009537245","https://openalex.org/W2049469158","https://openalex.org/W2079482358","https://openalex.org/W2100556411","https://openalex.org/W2115554270","https://openalex.org/W2123705108","https://openalex.org/W2138243089","https://openalex.org/W2155723734","https://openalex.org/W2159857890","https://openalex.org/W2164278908","https://openalex.org/W2295652899","https://openalex.org/W2569020760","https://openalex.org/W3089317050","https://openalex.org/W4249512175","https://openalex.org/W4292363360","https://openalex.org/W6605358575","https://openalex.org/W6632668981","https://openalex.org/W6662929504","https://openalex.org/W6764309476"],"related_works":["https://openalex.org/W2155858901","https://openalex.org/W4382519099","https://openalex.org/W2491194410","https://openalex.org/W2917933030","https://openalex.org/W2944915449","https://openalex.org/W2102266661","https://openalex.org/W2122229220","https://openalex.org/W4283014255","https://openalex.org/W2766289720","https://openalex.org/W1489256244"],"abstract_inverted_index":{"Alternating":[0],"direction":[1],"method":[2],"of":[3,38,65,77,116,140],"multipliers":[4],"(ADMM)":[5],"has":[6,142],"been":[7],"recognized":[8],"as":[9,35,120,122,148],"an":[10,52],"efficient":[11],"approach":[12],"for":[13],"solving":[14],"many":[15],"large-scale":[16],"learning":[17],"problems":[18],"over":[19],"a":[20,91,149],"computer":[21],"cluster.":[22],"However,":[23],"traditional":[24],"synchronized":[25],"computation":[26],"does":[27],"not":[28],"scale":[29],"well":[30],"with":[31,146],"the":[32,36,39,44,62,74,78,81,96,110,114,123,131,138,156],"problem":[33],"size,":[34],"speed":[37],"algorithm":[40,124,157],"is":[41,87],"limited":[42],"by":[43,99],"slowest":[45],"workers.":[46],"In":[47],"this":[48],"paper,":[49],"we":[50,107],"propose":[51],"asynchronous":[53,84],"distributed":[54,66],"ADMM":[55,141],"(AD-":[56],"ADMM)":[57],"which":[58,86],"can":[59,153],"effectively":[60],"improve":[61],"time":[63],"efficiency":[64],"optimization.":[67],"Our":[68],"main":[69],"interest":[70],"lies":[71],"in":[72,95],"characterizing":[73],"convergence":[75],"conditions":[76],"AD-ADMM,":[79],"under":[80],"popular":[82],"partially":[83],"model":[85],"defined":[88],"based":[89],"on":[90],"maximum":[92],"tolerable":[93],"delay":[94],"network.":[97],"Specifically,":[98],"considering":[100],"general":[101],"and":[102],"possibly":[103],"non-convex":[104],"cost":[105],"functions,":[106],"show":[108,136],"that":[109,137],"AD-ADMM":[111],"converges":[112],"to":[113,130,143],"set":[115],"Karush-Kuhn-Tucker":[117],"(KKT)":[118],"points":[119],"long":[121],"parameters":[125],"are":[126],"chosen":[127],"appropriately":[128],"according":[129],"network":[132],"delay.":[133],"We":[134],"also":[135],"asynchrony":[139],"be":[144],"handled":[145],"care,":[147],"slightly":[150],"different":[151],"implementation":[152],"significantly":[154],"jeopardize":[155],"convergence.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}