{"id":"https://openalex.org/W2079206375","doi":"https://doi.org/10.1145/2124295.2124330","title":"Overlapping clusters for distributed computation","display_name":"Overlapping clusters for distributed computation","publication_year":2012,"publication_date":"2012-02-08","ids":{"openalex":"https://openalex.org/W2079206375","doi":"https://doi.org/10.1145/2124295.2124330","mag":"2079206375"},"language":"en","primary_location":{"id":"doi:10.1145/2124295.2124330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2124295.2124330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM international conference on Web search and data mining","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/A5007626895","display_name":"Reid Andersen","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reid Andersen","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084102378","display_name":"David F. Gleich","orcid":"https://orcid.org/0000-0002-8107-6474"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David F. Gleich","raw_affiliation_strings":["Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075598023","display_name":"Vahab Mirrokni","orcid":"https://orcid.org/0000-0001-6705-5629"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahab Mirrokni","raw_affiliation_strings":["Google Research, New York, NY, USA","Google Research, New York, NY, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, New York, NY, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google Research, New York, NY, USA#TAB#","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1281,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.94644351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"273","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.989300012588501,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6881797313690186},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.6542333364486694},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.6144407391548157},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5376220345497131},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.5266606211662292},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5246253609657288},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5163694620132446},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.5061716437339783},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44848334789276123},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.42317935824394226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34278377890586853},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22091984748840332},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.19805145263671875},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1541839838027954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08421298861503601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6881797313690186},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.6542333364486694},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.6144407391548157},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5376220345497131},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.5266606211662292},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5246253609657288},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5163694620132446},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.5061716437339783},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44848334789276123},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.42317935824394226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34278377890586853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22091984748840332},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.19805145263671875},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1541839838027954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08421298861503601}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2124295.2124330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2124295.2124330","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fifth ACM international conference on Web search and data mining","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.591.5987","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.591.5987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.purdue.edu/homes/dgleich/publications/Andersen 2012 - overlapping.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W28521761","https://openalex.org/W109525064","https://openalex.org/W1503001724","https://openalex.org/W1571257748","https://openalex.org/W1664520935","https://openalex.org/W1824373619","https://openalex.org/W1854214752","https://openalex.org/W1974252294","https://openalex.org/W1983593771","https://openalex.org/W2011601876","https://openalex.org/W2026417691","https://openalex.org/W2026511931","https://openalex.org/W2032062189","https://openalex.org/W2035080386","https://openalex.org/W2036126869","https://openalex.org/W2037481598","https://openalex.org/W2051586153","https://openalex.org/W2065309575","https://openalex.org/W2067803873","https://openalex.org/W2067976091","https://openalex.org/W2070232376","https://openalex.org/W2086254934","https://openalex.org/W2088844265","https://openalex.org/W2106302753","https://openalex.org/W2106990738","https://openalex.org/W2110620844","https://openalex.org/W2114519943","https://openalex.org/W2125231399","https://openalex.org/W2127975031","https://openalex.org/W2131717044","https://openalex.org/W2135957668","https://openalex.org/W2139146018","https://openalex.org/W2142184646","https://openalex.org/W2150148016","https://openalex.org/W2150442700","https://openalex.org/W2165439482","https://openalex.org/W2165922980","https://openalex.org/W2907434606","https://openalex.org/W2949555821","https://openalex.org/W2963382491","https://openalex.org/W6601131964","https://openalex.org/W6630179357","https://openalex.org/W6659374036","https://openalex.org/W6676377312"],"related_works":["https://openalex.org/W2154222238","https://openalex.org/W2106626222","https://openalex.org/W2015634066","https://openalex.org/W2048339306","https://openalex.org/W2028295504","https://openalex.org/W3046629113","https://openalex.org/W3139829055","https://openalex.org/W2583811263","https://openalex.org/W3211941742","https://openalex.org/W2035944803"],"abstract_inverted_index":{"Most":[0],"graph":[1,8,25,51,88],"decomposition":[2,26],"procedures":[3],"seek":[4],"to":[5,154],"partition":[6],"a":[7,24,42,63,69,103,112,125,133,136,143,148,160],"into":[9],"disjoint":[10],"sets":[11],"of":[12,17,44,71,102,111],"vertices.":[13],"Motivated":[14],"by":[15],"applications":[16],"clustering":[18],"in":[19,49,57,82,128,132,139,147,164],"distributed":[20,66],"computation,":[21],"we":[22,93],"describe":[23,62,75],"algorithm":[27,36],"for":[28,65,120],"the":[29,32,38,50,58,87,100,109,156],"paradigm":[30],"where":[31],"partitions":[33],"intersect.":[34],"This":[35],"covers":[37],"vertex":[39,48],"set":[40],"with":[41],"collection":[43,70],"overlapping":[45,72],"clusters.":[46],"Each":[47],"is":[52],"well-contained":[53],"within":[54],"some":[55,152],"cluster":[56],"collection.":[59],"We":[60],"then":[61],"framework":[64,78],"computation":[67],"across":[68],"clusters":[73,131],"and":[74,107,151],"how":[76],"this":[77],"can":[79],"be":[80],"used":[81],"various":[83],"algorithms":[84],"based":[85],"on":[86,95],"diffusion":[89],"process.":[90],"In":[91],"particular,":[92],"focus":[94],"two":[96,122],"illustrative":[97],"examples:":[98],"(i)":[99],"simulation":[101,118],"randomly":[104],"walking":[105],"particle":[106],"(ii)":[108],"solution":[110],"linear":[113,144,161],"system,":[114],"e.g.":[115],"PageRank.":[116],"Our":[117],"results":[119],"these":[121],"cases":[123],"show":[124],"significant":[126,137],"reduction":[127],"swapping":[129],"between":[130],"random":[134],"walk,":[135],"decrease":[138],"communication":[140,157],"volume":[141,158],"during":[142,159],"system":[145,162],"solve":[146,163],"geometric":[149],"mesh,":[150],"ability":[153],"reduce":[155],"an":[165],"information":[166],"network.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
