{"id":"https://openalex.org/W2149071703","doi":"https://doi.org/10.1145/2600212.2600233","title":"Computation and communication efficient graph processing with distributed immutable view","display_name":"Computation and communication efficient graph processing with distributed immutable view","publication_year":2014,"publication_date":"2014-06-20","ids":{"openalex":"https://openalex.org/W2149071703","doi":"https://doi.org/10.1145/2600212.2600233","mag":"2149071703"},"language":"en","primary_location":{"id":"doi:10.1145/2600212.2600233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600212.2600233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international symposium on High-performance parallel and distributed computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101543146","display_name":"Rong Chen","orcid":"https://orcid.org/0000-0002-6115-8130"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Chen","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018346234","display_name":"Xin Ding","orcid":"https://orcid.org/0000-0002-9541-3021"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Ding","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036956392","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-4589-0137"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406215","display_name":"Haibo Chen","orcid":"https://orcid.org/0000-0002-9720-0361"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Chen","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031955160","display_name":"Binyu Zang","orcid":"https://orcid.org/0000-0002-1968-7645"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binyu Zang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049487451","display_name":"Haibing Guan","orcid":"https://orcid.org/0000-0002-4714-7400"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibing Guan","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":5.9334,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97925197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"215","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9961000084877014,"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":0.7993661761283875},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5680077075958252},{"id":"https://openalex.org/keywords/vertex","display_name":"Vertex (graph theory)","score":0.5622457265853882},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5493412613868713},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5373024344444275},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5242310166358948},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.4794246554374695},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.463519424200058},{"id":"https://openalex.org/keywords/cyclops","display_name":"Cyclops","score":0.4512544870376587},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2993793487548828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7993661761283875},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5680077075958252},{"id":"https://openalex.org/C80899671","wikidata":"https://www.wikidata.org/wiki/Q1304193","display_name":"Vertex (graph theory)","level":3,"score":0.5622457265853882},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5493412613868713},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5373024344444275},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5242310166358948},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.4794246554374695},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.463519424200058},{"id":"https://openalex.org/C2780868838","wikidata":"https://www.wikidata.org/wiki/Q1421606","display_name":"Cyclops","level":2,"score":0.4512544870376587},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2993793487548828},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2600212.2600233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2600212.2600233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd international symposium on High-performance parallel and distributed computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6700000166893005}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313610","display_name":"Shanghai Science and Technology Development Foundation","ror":null},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321769","display_name":"Foundation for the Author of National Excellent Doctoral Dissertation of the People's Republic of China","ror":null},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320334924","display_name":"Program for New Century Excellent Talents in University","ror":"https://ror.org/01mv9t934"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W73304046","https://openalex.org/W78077100","https://openalex.org/W200298483","https://openalex.org/W1511814458","https://openalex.org/W1563234392","https://openalex.org/W1603765807","https://openalex.org/W1788180225","https://openalex.org/W1969970763","https://openalex.org/W1973262089","https://openalex.org/W2008183828","https://openalex.org/W2041327854","https://openalex.org/W2045271686","https://openalex.org/W2047443612","https://openalex.org/W2066636486","https://openalex.org/W2079887360","https://openalex.org/W2096544401","https://openalex.org/W2100830825","https://openalex.org/W2104381683","https://openalex.org/W2119400430","https://openalex.org/W2124200646","https://openalex.org/W2125032792","https://openalex.org/W2125816831","https://openalex.org/W2130747448","https://openalex.org/W2131053137","https://openalex.org/W2140030920","https://openalex.org/W2153820245","https://openalex.org/W2166860697","https://openalex.org/W2167927436","https://openalex.org/W2170616854","https://openalex.org/W2173213060","https://openalex.org/W4285719527","https://openalex.org/W6600944653","https://openalex.org/W6638233953"],"related_works":["https://openalex.org/W1542410906","https://openalex.org/W197049984","https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2104702637","https://openalex.org/W2079303253","https://openalex.org/W4248099758"],"abstract_inverted_index":{"Cyclops":[0,18,61,103,139,163,196],"is":[1,45,104],"a":[2,27,33,58,63,69,108,118,151],"new":[3],"vertex-oriented":[4],"graph-parallel":[5],"framework":[6],"for":[7,53,131,192],"writing":[8],"distributed":[9,14,28],"graph":[10,15,59,154],"analytics.":[11],"Unlike":[12],"existing":[13],"computation":[16,65],"models,":[17],"retains":[19],"simplicity":[20],"and":[21,74,90,115,122,170,176,189,221],"computation-efficiency":[22],"by":[23,67],"synchronously":[24],"computing":[25],"over":[26],"immutable":[29],"view,":[30],"which":[31,85,112],"grants":[32],"vertex":[34,71],"with":[35,107,204],"read-only":[36],"access":[37],"to":[38,72,78,168,172,182,214],"all":[39],"its":[40,79],"neighboring":[41],"vertices.":[42],"The":[43],"view":[44],"provided":[46],"via":[47],"read-":[48],"only":[49],"replication":[50],"of":[51,97,134,153,185,219],"vertices":[52],"edges":[54],"spanning":[55],"machines":[56],"during":[57],"cut.":[60],"follows":[62],"centralized":[64],"model":[66],"assigning":[68],"master":[70],"update":[73],"propagate":[75],"the":[76,98,183,193,210,215],"value":[77],"replicas":[80,116],"unidirectionally":[81],"in":[82,117,198,207],"each":[83,125],"iteration,":[84],"can":[86],"significantly":[87,216],"reduce":[88],"messages":[89,114,188,220],"avoid":[91],"contention":[92,186],"on":[93,141,156,187],"replicas.":[94],"Being":[95],"aware":[96],"pervasively":[99],"available":[100],"multicore-based":[101,194],"clusters,":[102],"further":[105],"extended":[106],"hierarchical":[109,190],"processing":[110],"model,":[111],"aggregates":[113],"single":[119],"multicore":[120,159],"machine":[121],"transparently":[123],"decomposes":[124],"worker":[126],"into":[127],"multiple":[128],"threads":[129],"on-demand":[130],"different":[132],"stages":[133],"computation.":[135],"We":[136],"have":[137],"implemented":[138],"based":[140],"an":[142,157],"open-source":[143],"Pregel":[144],"clone":[145],"called":[146],"Hama.":[147],"Our":[148],"evaluation":[149],"using":[150,174],"set":[152],"algorithms":[155,179],"in-house":[158],"cluster":[160],"shows":[161],"that":[162],"outperforms":[164],"Hama":[165],"from":[166],"2.06X":[167],"8.69X":[169],"5.95X":[171],"23.04X":[173],"hash-based":[175],"Metis":[177],"partition":[178],"accordingly,":[180],"due":[181,213],"elimination":[184],"optimization":[191],"clusters.":[195],"(written":[197,206],"Java)":[199],"also":[200],"has":[201],"comparable":[202],"performance":[203],"PowerGraph":[205],"C++)":[208],"despite":[209],"language":[211],"difference,":[212],"lower":[217],"number":[218],"avoided":[222],"contention.":[223]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}