{"id":"https://openalex.org/W2763318334","doi":"https://doi.org/10.1145/3152042.3152053","title":"Distributed Optimization via Local Computation Algorithms","display_name":"Distributed Optimization via Local Computation Algorithms","publication_year":2017,"publication_date":"2017-10-11","ids":{"openalex":"https://openalex.org/W2763318334","doi":"https://doi.org/10.1145/3152042.3152053","mag":"2763318334"},"language":"en","primary_location":{"id":"doi:10.1145/3152042.3152053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3152042.3152053","pdf_url":null,"source":{"id":"https://openalex.org/S4210187660","display_name":"ACM SIGMETRICS Performance Evaluation Review","issn_l":"0163-5999","issn":["0163-5999","1557-9484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMETRICS Performance Evaluation Review","raw_type":"journal-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/A5059873879","display_name":"Palma London","orcid":"https://orcid.org/0000-0001-6472-8293"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Palma London","raw_affiliation_strings":["California Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Institute of Technology","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050993305","display_name":"Niangjun Chen","orcid":"https://orcid.org/0000-0002-2289-9737"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niangjun Chen","raw_affiliation_strings":["California Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Institute of Technology","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051196331","display_name":"Shai Vardi","orcid":"https://orcid.org/0000-0003-4720-6826"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shai Vardi","raw_affiliation_strings":["California Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Institute of Technology","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062565732","display_name":"Adam Wierman","orcid":"https://orcid.org/0000-0002-5923-0199"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Wierman","raw_affiliation_strings":["California Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Institute of Technology","institution_ids":["https://openalex.org/I122411786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122411786"],"apc_list":null,"apc_paid":null,"fwci":1.0984,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8146847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"45","issue":"2","first_page":"30","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994000196456909,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9994000196456909,"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":0.9991000294685364,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9976999759674072,"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/computation","display_name":"Computation","score":0.7290015816688538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6247020959854126},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6061312556266785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.577711284160614},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5500010848045349},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5274085402488708},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.5203880071640015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5030607581138611},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.46600255370140076},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.43299269676208496},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2639867067337036},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.15192097425460815}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7290015816688538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6247020959854126},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6061312556266785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.577711284160614},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5500010848045349},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5274085402488708},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.5203880071640015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5030607581138611},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.46600255370140076},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.43299269676208496},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2639867067337036},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.15192097425460815},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3152042.3152053","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3152042.3152053","pdf_url":null,"source":{"id":"https://openalex.org/S4210187660","display_name":"ACM SIGMETRICS Performance Evaluation Review","issn_l":"0163-5999","issn":["0163-5999","1557-9484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMETRICS Performance Evaluation Review","raw_type":"journal-article"},{"id":"pmh:oai:authors.library.caltech.edu:85706","is_oa":false,"landing_page_url":"https://authors.library.caltech.edu/85706/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W197877943","https://openalex.org/W1481747975","https://openalex.org/W1520166099","https://openalex.org/W1560700853","https://openalex.org/W1572996156","https://openalex.org/W1603765807","https://openalex.org/W2006603568","https://openalex.org/W2037710455","https://openalex.org/W2038888321","https://openalex.org/W2042454807","https://openalex.org/W2044121814","https://openalex.org/W2044212084","https://openalex.org/W2044484214","https://openalex.org/W2045079045","https://openalex.org/W2050495423","https://openalex.org/W2058302113","https://openalex.org/W2069277547","https://openalex.org/W2069947312","https://openalex.org/W2078595922","https://openalex.org/W2078834385","https://openalex.org/W2083766832","https://openalex.org/W2093777540","https://openalex.org/W2105078871","https://openalex.org/W2105560970","https://openalex.org/W2106891910","https://openalex.org/W2108970807","https://openalex.org/W2112551191","https://openalex.org/W2115594466","https://openalex.org/W2120633474","https://openalex.org/W2127470768","https://openalex.org/W2128085284","https://openalex.org/W2132291180","https://openalex.org/W2135980240","https://openalex.org/W2142280715","https://openalex.org/W2142339200","https://openalex.org/W2153344006","https://openalex.org/W2153857052","https://openalex.org/W2158893758","https://openalex.org/W2159715570","https://openalex.org/W2162597485","https://openalex.org/W2164278908","https://openalex.org/W2513180554","https://openalex.org/W2552048225","https://openalex.org/W2563363879","https://openalex.org/W2602588824","https://openalex.org/W2652214000","https://openalex.org/W2763318334","https://openalex.org/W2769133055","https://openalex.org/W2798766386","https://openalex.org/W2949195414","https://openalex.org/W2959792658","https://openalex.org/W4206478994","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W3153752017","https://openalex.org/W2756132392","https://openalex.org/W3035814349","https://openalex.org/W4285101096","https://openalex.org/W4320477335","https://openalex.org/W2518949622","https://openalex.org/W4382725876","https://openalex.org/W2084892497","https://openalex.org/W2115614142","https://openalex.org/W2275184629"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,31,54,63,73,103],"new":[3],"approach":[4,22,94],"for":[5,84,121],"distributed":[6,122],"optimization":[7,56,123],"based":[8],"on":[9],"an":[10,49],"emerging":[11],"area":[12],"of":[13,33,79,130],"theoretical":[14],"computer":[15],"science":[16],"--":[17],"local":[18],"computation":[19],"algorithms.":[20],"The":[21,93],"is":[23,95,100],"fundamentally":[24],"different":[25],"from":[26],"existing":[27],"methodologies":[28],"and":[29,41,62,98],"provides":[30],"number":[32],"benefits,":[34],"such":[35],"as":[36,75,77],"robustness":[37],"to":[38,102,108],"link":[39],"failure":[40],"adaptivity":[42],"in":[43],"dynamic":[44],"settings.":[45],"Specifically,":[46],"we":[47,111],"develop":[48],"algorithm,":[50],"LOCO,":[51],"that":[52,78,114],"given":[53],"convex":[55],"problem":[57],"P":[58,85],"with":[59,68,90],"n":[60],"variables":[61],"\"sparse\"":[64],"linear":[65],"constraint":[66],"matrix":[67],"m":[69],"constraints,":[70],"provably":[71],"finds":[72],"solution":[74],"good":[76],"the":[80,115],"best":[81],"online":[82],"algorithm":[83],"using":[86],"only":[87],"O(log(n+m))":[88],"messages":[89],"high":[91],"probability.":[92],"not":[96],"iterative":[97],"communication":[99,133],"restricted":[101],"localized":[104],"neighborhood.":[105],"In":[106],"addition":[107],"analytic":[109],"results,":[110],"show":[112],"numerically":[113],"performance":[116],"improvements":[117],"over":[118],"classical":[119],"approaches":[120],"are":[124],"significant,":[125],"e.g.,":[126],"it":[127],"uses":[128],"orders":[129],"magnitude":[131],"less":[132],"than":[134],"ADMM.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}