{"id":"https://openalex.org/W4378194605","doi":"https://doi.org/10.1109/tac.2023.3279901","title":"A General Framework to Distribute Iterative Algorithms With Localized Information Over Networks","display_name":"A General Framework to Distribute Iterative Algorithms With Localized Information Over Networks","publication_year":2023,"publication_date":"2023-05-25","ids":{"openalex":"https://openalex.org/W4378194605","doi":"https://doi.org/10.1109/tac.2023.3279901"},"language":"en","primary_location":{"id":"doi:10.1109/tac.2023.3279901","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tac.2023.3279901","pdf_url":"https://ieeexplore.ieee.org/ielx7/9/4601496/10135147.pdf","source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automatic Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/9/4601496/10135147.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027270768","display_name":"Thomas Ohlson Timoudas","orcid":"https://orcid.org/0000-0001-5091-6285"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]},{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Thomas Ohlson Timoudas","raw_affiliation_strings":["RISE Research Institutes of Sweden, Division Digital Systems, Computer Science, Kista, Sweden","KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-5091-6285","affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden, Division Digital Systems, Computer Science, Kista, Sweden","institution_ids":["https://openalex.org/I2800664555"]},{"raw_affiliation_string":"KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043023699","display_name":"Silun Zhang","orcid":"https://orcid.org/0000-0003-3772-761X"},"institutions":[{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silun Zhang","raw_affiliation_strings":["Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA","Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3772-761X","affiliations":[{"raw_affiliation_string":"Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Laboratory for Information and Decision Systems (LIDS), Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054704457","display_name":"Sindri Magn\u00fasson","orcid":"https://orcid.org/0000-0002-6617-8683"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sindri Magn\u00fasson","raw_affiliation_strings":["Department of Computer and System Science, Stockholm University, Stockholm, Sweden","Department of Computer and System Science, Stockholm university, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-6617-8683","affiliations":[{"raw_affiliation_string":"Department of Computer and System Science, Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]},{"raw_affiliation_string":"Department of Computer and System Science, Stockholm university, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077148700","display_name":"Carlo Fischione","orcid":"https://orcid.org/0000-0001-9810-3478"},"institutions":[{"id":"https://openalex.org/I86987016","display_name":"KTH Royal Institute of Technology","ror":"https://ror.org/026vcq606","country_code":"SE","type":"education","lineage":["https://openalex.org/I86987016"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Carlo Fischione","raw_affiliation_strings":["Digital Futures, KTH Royal Institute of Technology, Stockholm, Sweden","Digital Futures, and KTH Royal Institute of Technology, Stockholm, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-9810-3478","affiliations":[{"raw_affiliation_string":"Digital Futures, KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]},{"raw_affiliation_string":"Digital Futures, and KTH Royal Institute of Technology, Stockholm, Sweden","institution_ids":["https://openalex.org/I86987016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5508,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57629021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"68","issue":"12","first_page":"7358","last_page":"7373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9757000207901001,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9685999751091003,"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/computer-science","display_name":"Computer science","score":0.7810811996459961},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.6088457107543945},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5655021667480469},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5522626638412476},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.5499158501625061},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5418574810028076},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49949026107788086},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43129339814186096},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3667066693305969},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3208562135696411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16030874848365784},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15577974915504456},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.1100456714630127},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07572737336158752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7810811996459961},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.6088457107543945},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5655021667480469},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5522626638412476},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.5499158501625061},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5418574810028076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49949026107788086},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43129339814186096},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3667066693305969},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3208562135696411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16030874848365784},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15577974915504456},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.1100456714630127},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07572737336158752},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tac.2023.3279901","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tac.2023.3279901","pdf_url":"https://ieeexplore.ieee.org/ielx7/9/4601496/10135147.pdf","source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automatic Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tac.2023.3279901","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tac.2023.3279901","pdf_url":"https://ieeexplore.ieee.org/ielx7/9/4601496/10135147.pdf","source":{"id":"https://openalex.org/S184954342","display_name":"IEEE Transactions on Automatic Control","issn_l":"0018-9286","issn":["0018-9286","1558-2523","2334-3303"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automatic Control","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G8840765292","display_name":null,"funder_award_id":"2020-03607","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378194605.pdf","grobid_xml":"https://content.openalex.org/works/W4378194605.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W629343375","https://openalex.org/W1528184823","https://openalex.org/W1563233701","https://openalex.org/W1571416372","https://openalex.org/W1616857247","https://openalex.org/W1983874789","https://openalex.org/W1994860969","https://openalex.org/W1998692453","https://openalex.org/W2029080014","https://openalex.org/W2044212084","https://openalex.org/W2076428552","https://openalex.org/W2081797037","https://openalex.org/W2100431085","https://openalex.org/W2107568926","https://openalex.org/W2123705108","https://openalex.org/W2124541940","https://openalex.org/W2141648331","https://openalex.org/W2146890818","https://openalex.org/W2147539438","https://openalex.org/W2148087609","https://openalex.org/W2152637881","https://openalex.org/W2154834860","https://openalex.org/W2158643468","https://openalex.org/W2160643434","https://openalex.org/W2276974598","https://openalex.org/W2291434103","https://openalex.org/W2523770479","https://openalex.org/W2609549560","https://openalex.org/W2617089797","https://openalex.org/W2749348574","https://openalex.org/W2763533254","https://openalex.org/W2782375002","https://openalex.org/W2792176849","https://openalex.org/W2811008754","https://openalex.org/W2919742679","https://openalex.org/W2946038967","https://openalex.org/W2962970367","https://openalex.org/W2963649943","https://openalex.org/W2973303672","https://openalex.org/W2979702493","https://openalex.org/W2990138404","https://openalex.org/W3007193855","https://openalex.org/W3016890209","https://openalex.org/W3043309535","https://openalex.org/W3046207147","https://openalex.org/W3100513551","https://openalex.org/W3102661755","https://openalex.org/W3104398353","https://openalex.org/W4229706427","https://openalex.org/W4237209537","https://openalex.org/W4240896209","https://openalex.org/W4244375620","https://openalex.org/W4250589301","https://openalex.org/W4312437966","https://openalex.org/W6611347659","https://openalex.org/W6763299524"],"related_works":["https://openalex.org/W2351377961","https://openalex.org/W1942228078","https://openalex.org/W2086942802","https://openalex.org/W2046073294","https://openalex.org/W4389741222","https://openalex.org/W2170408898","https://openalex.org/W2164136545","https://openalex.org/W2744955408","https://openalex.org/W2022378219","https://openalex.org/W2781354165"],"abstract_inverted_index":{"Emerging":[0],"applications":[1,157],"in":[2,15,35,79,91],"IoT":[3],"(Internet":[4],"of":[5,19,43,73,114,140,165,190],"Things)":[6],"and":[7,47,150,171],"edge":[8],"computing/learning":[9],"have":[10],"sparked":[11],"massive":[12],"renewed":[13],"interest":[14],"developing":[16],"distributed":[17,100,162,192],"versions":[18,164],"existing":[20,33],"(centralized)":[21,74,117],"iterative":[22,75,101,118],"algorithms":[23,76],"often":[24],"used":[25],"for":[26,40,58,69,143,161,186,202],"optimization":[27],"or":[28,56,84],"machine":[29],"learning":[30],"purposes.":[31],"While":[32],"work":[34],"the":[36,41,71,81,89,92,99,106,110,115,125,138,141,168,180,183,187],"literature":[37],"exhibit":[38],"similarities,":[39],"tasks":[42],"both":[44],"algorithm":[45],"design":[46],"theoretical":[48],"analysis,":[49],"there":[50],"is":[51,86,196],"still":[52],"no":[53],"unified":[54],"method":[55,195],"framework":[57,128],"accomplishing":[59],"these":[60,176],"tasks.":[61],"This":[62,94],"paper":[63,95,123],"develops":[64],"such":[65,145],"a":[66],"general":[67,127],"framework,":[68,108],"distributing":[70],"execution":[72],"over":[77],"networks":[78],"which":[80,103],"required":[82],"information":[83],"data":[85],"partitioned":[87],"between":[88],"nodes":[90],"network.":[93],"furthermore":[96],"shows":[97],"that":[98,179],"algorithm,":[102],"results":[104,135,160,177],"from":[105],"proposed":[107,126],"retains":[109],"convergence":[111,153,188],"properties":[112],"(rate)":[113],"original":[116],"algorithm.":[119],"In":[120],"addition,":[121],"this":[122,191],"applies":[124],"to":[129,137],"several":[130],"interesting":[131],"example":[132,156],"applications,":[133],"obtaining":[134],"comparable":[136],"state":[139],"art":[142],"each":[144],"example,":[146,175],"while":[147],"greatly":[148],"simplifying":[149],"generalizing":[151],"their":[152],"analysis.":[154],"These":[155],"reveal":[158],"new":[159],"proximal":[163],"gradient":[166,204],"descent,":[167],"heavy-ball":[169],"method,":[170],"Newton's":[172],"method.":[173],"For":[174],"show":[178],"dependence":[181],"on":[182],"condition":[184],"number":[185],"rate":[189],"Heavy":[193],"ball":[194],"at":[197],"least":[198],"as":[199,201],"good":[200],"centralized":[203],"descent.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
