{"id":"https://openalex.org/W2610250743","doi":"https://doi.org/10.1109/globalsip.2016.7905888","title":"Distributed first and second order methods with increasing number of working nodes","display_name":"Distributed first and second order methods with increasing number of working nodes","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2610250743","doi":"https://doi.org/10.1109/globalsip.2016.7905888","mag":"2610250743"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2016.7905888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2016.7905888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5070836307","display_name":"Du\u0161an Jakoveti\u0107","orcid":"https://orcid.org/0000-0003-3497-5589"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]},{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Dusan Jakovetic","raw_affiliation_strings":["BioSense Institute Novi Sad, Serbia","Faculty of Sciences, University of Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960"]},{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023718232","display_name":"Nata\u0161a Krklec Jerinki\u0107","orcid":"https://orcid.org/0000-0001-5195-9295"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Natasa Krklec Jerinkic","raw_affiliation_strings":["Faculty of Sciences, University of Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029757006","display_name":"Nata\u0161a Kreji\u0107","orcid":"https://orcid.org/0000-0003-3348-7233"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Natasa Krejic","raw_affiliation_strings":["Faculty of Sciences, University of Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077197425","display_name":"Dragana Bajovi\u0107","orcid":"https://orcid.org/0000-0003-1783-8734"},"institutions":[{"id":"https://openalex.org/I4210154960","display_name":"BioSense Institute","ror":"https://ror.org/04qn48008","country_code":"RS","type":"facility","lineage":["https://openalex.org/I4210154960"]},{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Dragana Bajovic","raw_affiliation_strings":["BioSense Institute Novi Sad, Serbia","Faculty of Technical Sciences, University of Novi Sad, Serbia"],"affiliations":[{"raw_affiliation_string":"BioSense Institute Novi Sad, Serbia","institution_ids":["https://openalex.org/I4210154960"]},{"raw_affiliation_string":"Faculty of Technical Sciences, University of Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070836307"],"corresponding_institution_ids":["https://openalex.org/I170726198","https://openalex.org/I4210154960"],"apc_list":null,"apc_paid":null,"fwci":0.2895,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67747534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"147","issue":null,"first_page":"480","last_page":"484"},"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9976999759674072,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.993399977684021,"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/convergence","display_name":"Convergence (economics)","score":0.6883055567741394},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5675784945487976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5589808821678162},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5266033411026001},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.48530834913253784},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.48437222838401794},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.48387181758880615},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4625268578529358},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.4273183047771454},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3822256624698639},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.341583788394928},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3389003276824951},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.15402597188949585},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08350712060928345}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6883055567741394},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5675784945487976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5589808821678162},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5266033411026001},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.48530834913253784},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.48437222838401794},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.48387181758880615},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4625268578529358},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.4273183047771454},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3822256624698639},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.341583788394928},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3389003276824951},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.15402597188949585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08350712060928345},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/globalsip.2016.7905888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2016.7905888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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":28,"referenced_works":["https://openalex.org/W914658793","https://openalex.org/W1511263746","https://openalex.org/W1616857247","https://openalex.org/W1751687266","https://openalex.org/W2041159855","https://openalex.org/W2044212084","https://openalex.org/W2049469158","https://openalex.org/W2066332749","https://openalex.org/W2079482358","https://openalex.org/W2114403255","https://openalex.org/W2114791779","https://openalex.org/W2129122308","https://openalex.org/W2129375853","https://openalex.org/W2137385155","https://openalex.org/W2226884960","https://openalex.org/W2256446462","https://openalex.org/W2345689776","https://openalex.org/W2569020760","https://openalex.org/W2963748878","https://openalex.org/W3103657382","https://openalex.org/W4294585425","https://openalex.org/W4298389046","https://openalex.org/W6624272836","https://openalex.org/W6636333826","https://openalex.org/W6662929504","https://openalex.org/W6667037994","https://openalex.org/W6689645015","https://openalex.org/W6692567662"],"related_works":["https://openalex.org/W2195904091","https://openalex.org/W2381415338","https://openalex.org/W2365404242","https://openalex.org/W4292651679","https://openalex.org/W2400034325","https://openalex.org/W2499557797","https://openalex.org/W4387635768","https://openalex.org/W2985014567","https://openalex.org/W4299515259","https://openalex.org/W2032676126"],"abstract_inverted_index":{"We":[0],"consider":[1],"distributed":[2,51,176],"optimization":[3,26],"problems":[4],"where":[5,96],"nodes":[6,65,112,157],"in":[7,171],"a":[8,23,33],"connected":[9],"network":[10],"collaboratively":[11],"minimize":[12],"the":[13,38,61,106,142,168],"sum":[14],"of":[15,43],"their":[16,70,180],"locally":[17],"known":[18],"convex":[19,118],"costs":[20,124],"subject":[21],"to":[22,35,103,132],"common":[24],"(vector-valued)":[25],"variable.":[27],"In":[28],"this":[29],"paper,":[30],"we":[31],"present":[32],"mechanism":[34,59],"significantly":[36,178],"improve":[37],"computational":[39,181],"and":[40,48,73,113,119,125,137,150,173,182],"communication":[41,183],"efficiency":[42],"some":[44],"recently":[45],"proposed":[46],"first":[47,136,172],"second":[49,138,174],"order":[50,139,175],"methods":[52,140,177],"for":[53],"solving":[54],"such":[55],"problems.":[56],"The":[57],"presented":[58],"relaxes":[60],"requirement":[62],"that":[63,126,166],"all":[64,78,156,161],"are":[66,108],"active":[67,85,159],"(i.e.,":[68],"update":[69],"solution":[71],"estimates":[72],"communicate":[74],"with":[75,89,141],"neighbors)":[76],"at":[77,86,160],"iterations":[79],"k.":[80],"Instead,":[81],"each":[82],"node":[83],"is":[84,101],"iteration":[87],"k":[88],"probability":[90],"p":[91,97,127],"<sub":[92,98,128],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[93,99,129],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</sub>":[94,100,130],",":[95],"increasing":[102],"unity,":[104],"while":[105],"activations":[107],"independent":[109],"both":[110,135],"across":[111,114],"iterations.":[115,162],"Assuming":[116],"strongly":[117],"twice":[120],"continuously":[121],"differentiable":[122],"local":[123],"grows":[131],"one":[133],"geometrically,":[134],"idling":[143,169],"schedule":[144,170],"exhibit":[145],"very":[146],"similar":[147],"theoretical":[148],"convergence":[149,151],"rate":[152],"properties":[153],"as":[154],"if":[155],"were":[158],"Simulation":[163],"examples":[164],"demonstrate":[165],"incorporating":[167],"improves":[179],"efficiencies.":[184]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}