{"id":"https://openalex.org/W3188394678","doi":"https://doi.org/10.1109/ebccsp53293.2021.9502363","title":"Event-Based Broadcasting for Stochastic Subgradient Algorithms","display_name":"Event-Based Broadcasting for Stochastic Subgradient Algorithms","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3188394678","doi":"https://doi.org/10.1109/ebccsp53293.2021.9502363","mag":"3188394678"},"language":"en","primary_location":{"id":"doi:10.1109/ebccsp53293.2021.9502363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ebccsp53293.2021.9502363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP)","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/A5032188717","display_name":"Mani H. Dhullipalla","orcid":"https://orcid.org/0000-0001-6341-4399"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mani H. Dhullipalla","raw_affiliation_strings":["Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055267677","display_name":"Hao Yu","orcid":"https://orcid.org/0000-0002-7261-5448"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hao Yu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037989105","display_name":"Tongwen Chen","orcid":"https://orcid.org/0000-0002-1699-7947"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tongwen Chen","raw_affiliation_strings":["Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032188717"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1291538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9984999895095825,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subgradient-method","display_name":"Subgradient method","score":0.9448132514953613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616184949874878},{"id":"https://openalex.org/keywords/broadcasting","display_name":"Broadcasting (networking)","score":0.7064114212989807},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6896241307258606},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6779343485832214},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.6125129461288452},{"id":"https://openalex.org/keywords/stochastic-approximation","display_name":"Stochastic approximation","score":0.5356850624084473},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4566591680049896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4479484260082245},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.437531054019928},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.42503973841667175},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.41130000352859497},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38054490089416504},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32353371381759644},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1613629162311554},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1396063268184662},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1312941312789917},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.06728094816207886}],"concepts":[{"id":"https://openalex.org/C158968445","wikidata":"https://www.wikidata.org/wiki/Q7631150","display_name":"Subgradient method","level":2,"score":0.9448132514953613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616184949874878},{"id":"https://openalex.org/C110157686","wikidata":"https://www.wikidata.org/wiki/Q922122","display_name":"Broadcasting (networking)","level":2,"score":0.7064114212989807},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6896241307258606},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6779343485832214},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.6125129461288452},{"id":"https://openalex.org/C55479107","wikidata":"https://www.wikidata.org/wiki/Q97663916","display_name":"Stochastic approximation","level":3,"score":0.5356850624084473},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4566591680049896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4479484260082245},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.437531054019928},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.42503973841667175},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.41130000352859497},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38054490089416504},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32353371381759644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1613629162311554},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1396063268184662},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1312941312789917},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.06728094816207886},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ebccsp53293.2021.9502363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ebccsp53293.2021.9502363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W135273259","https://openalex.org/W1577337550","https://openalex.org/W1603765807","https://openalex.org/W1616857247","https://openalex.org/W2022948311","https://openalex.org/W2044212084","https://openalex.org/W2046387702","https://openalex.org/W2057929279","https://openalex.org/W2066332749","https://openalex.org/W2107664305","https://openalex.org/W2110936068","https://openalex.org/W2117412539","https://openalex.org/W2132565565","https://openalex.org/W2146502635","https://openalex.org/W2154834860","https://openalex.org/W2163129755","https://openalex.org/W2164278908","https://openalex.org/W2469171327","https://openalex.org/W2497446532","https://openalex.org/W2571423792","https://openalex.org/W2592219848","https://openalex.org/W2615979129","https://openalex.org/W2763533254","https://openalex.org/W2765578707","https://openalex.org/W2790284998","https://openalex.org/W2913804488","https://openalex.org/W2946038967","https://openalex.org/W2962771678","https://openalex.org/W3000500255","https://openalex.org/W3100513551","https://openalex.org/W4299533062","https://openalex.org/W6656321345","https://openalex.org/W6681435938"],"related_works":["https://openalex.org/W2012437081","https://openalex.org/W4221167213","https://openalex.org/W2920841750","https://openalex.org/W3188394678","https://openalex.org/W2808103846","https://openalex.org/W2124181538","https://openalex.org/W3118796771","https://openalex.org/W2784222105","https://openalex.org/W2897048230","https://openalex.org/W3207830353"],"abstract_inverted_index":{"Stochastic":[0],"subgradient":[1],"algorithms":[2],"(SSAs)":[3],"are":[4],"widely":[5],"studied":[6],"owing":[7],"to":[8,26,42,63,110],"their":[9,21],"applications":[10],"in":[11,17,46,59],"distributed":[12,19,67],"and":[13,81,107],"online":[14],"learning.":[15],"However,":[16],"a":[18,28,65,104],"setting,":[20],"sub-linear":[22],"convergence":[23],"rates":[24],"tend":[25],"attract":[27],"large":[29],"number":[30],"of":[31,75,86],"information":[32],"exchanges":[33],"that":[34,57],"raise":[35],"the":[36,95,101,115],"overall":[37],"communication":[38],"burden.":[39],"In":[40],"order":[41],"reduce":[43],"this":[44,47],"burden,":[45],"paper,":[48],"we":[49,89,99],"design":[50,90,102],"two":[51,73],"static":[52],"stochastic":[53,76,96],"event-based":[54,91,117],"broadcasting":[55,92],"protocols":[56],"operate":[58],"conjunction":[60],"with":[61],"SSAs":[62],"address":[64,72],"set-constrained":[66],"optimization":[68],"problem":[69],"(DOP).":[70],"We":[71],"notions":[74,88],"convergence,":[77],"namely,":[78],"almost":[79],"sure":[80],"mean":[82],"convergence;":[83],"for":[84],"each":[85],"these":[87],"protocols,":[93],"specifically,":[94],"event-thresholds.":[97],"Subsequently,":[98],"illustrate":[100],"via":[103],"numerical":[105],"example":[106],"provide":[108],"comparisons":[109],"evaluate":[111],"its":[112],"performance":[113],"against":[114],"existing":[116],"protocols.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
