{"id":"https://openalex.org/W2063032661","doi":"https://doi.org/10.1145/2213836.2213895","title":"Towards effective partition management for large graphs","display_name":"Towards effective partition management for large graphs","publication_year":2012,"publication_date":"2012-05-20","ids":{"openalex":"https://openalex.org/W2063032661","doi":"https://doi.org/10.1145/2213836.2213895","mag":"2063032661"},"language":"en","primary_location":{"id":"doi:10.1145/2213836.2213895","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2213836.2213895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data","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/A5075362627","display_name":"Shengqi Yang","orcid":"https://orcid.org/0000-0002-0782-9116"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shengqi Yang","raw_affiliation_strings":["University of California at Santa Barbara, Santa Barbara, CA, USA",", University of California at Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":", University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047709762","display_name":"Xifeng Yan","orcid":"https://orcid.org/0009-0000-6508-4792"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xifeng Yan","raw_affiliation_strings":["University of California at Santa Barbara, Santa Barbara, CA, USA",", University of California at Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":", University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091340586","display_name":"Bo Zong","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Zong","raw_affiliation_strings":["University of California at Santa Barbara, Santa Barbara, CA, USA",", University of California at Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":", University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019024971","display_name":"Arijit Khan","orcid":"https://orcid.org/0000-0002-7312-6312"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arijit Khan","raw_affiliation_strings":["University of California at Santa Barbara, Santa Barbara, CA, USA",", University of California at Santa Barbara, Santa Barbara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":", University of California at Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":165,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"517","last_page":"528"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9983999729156494,"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":0.838355302810669},{"id":"https://openalex.org/keywords/sparql","display_name":"SPARQL","score":0.6456426382064819},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5985617637634277},{"id":"https://openalex.org/keywords/graph-partition","display_name":"Graph partition","score":0.580512523651123},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5461441874504089},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5098854303359985},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41236168146133423},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4109938144683838},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.38049209117889404},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.21265915036201477},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14464962482452393},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.1423700451850891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.838355302810669},{"id":"https://openalex.org/C41009113","wikidata":"https://www.wikidata.org/wiki/Q54871","display_name":"SPARQL","level":4,"score":0.6456426382064819},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5985617637634277},{"id":"https://openalex.org/C48903430","wikidata":"https://www.wikidata.org/wiki/Q491370","display_name":"Graph partition","level":3,"score":0.580512523651123},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5461441874504089},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5098854303359985},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41236168146133423},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4109938144683838},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.38049209117889404},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.21265915036201477},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14464962482452393},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.1423700451850891},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2213836.2213895","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2213836.2213895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.8719","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.8719","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs.ucsb.edu/%7Ebzong/doc/sedge-sigmod12.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":46,"referenced_works":["https://openalex.org/W120264976","https://openalex.org/W1482680420","https://openalex.org/W1502916507","https://openalex.org/W1538076361","https://openalex.org/W1572272766","https://openalex.org/W1812636409","https://openalex.org/W1965996575","https://openalex.org/W1989038407","https://openalex.org/W1993977866","https://openalex.org/W1994727615","https://openalex.org/W2001655988","https://openalex.org/W2008620264","https://openalex.org/W2016743875","https://openalex.org/W2038933817","https://openalex.org/W2049673897","https://openalex.org/W2065309575","https://openalex.org/W2069153192","https://openalex.org/W2070232376","https://openalex.org/W2082773934","https://openalex.org/W2085998092","https://openalex.org/W2097113145","https://openalex.org/W2101123884","https://openalex.org/W2106978190","https://openalex.org/W2112101330","https://openalex.org/W2113582899","https://openalex.org/W2118953734","https://openalex.org/W2124939717","https://openalex.org/W2125032792","https://openalex.org/W2133741724","https://openalex.org/W2140613126","https://openalex.org/W2144002928","https://openalex.org/W2145067130","https://openalex.org/W2146591355","https://openalex.org/W2147824439","https://openalex.org/W2158049821","https://openalex.org/W2160459668","https://openalex.org/W2160969485","https://openalex.org/W2161455936","https://openalex.org/W2167927436","https://openalex.org/W2170616854","https://openalex.org/W2293919922","https://openalex.org/W2912486915","https://openalex.org/W4285719527","https://openalex.org/W6606785707","https://openalex.org/W6629956336","https://openalex.org/W6682042974"],"related_works":["https://openalex.org/W2038821533","https://openalex.org/W2295889387","https://openalex.org/W76044956","https://openalex.org/W129667569","https://openalex.org/W2571250724","https://openalex.org/W2583811263","https://openalex.org/W3173312668","https://openalex.org/W2810695303","https://openalex.org/W3012931947","https://openalex.org/W2035944803"],"abstract_inverted_index":{"Searching":[0],"and":[1,35,54,68,83,121,134],"mining":[2],"large":[3,30],"graphs":[4,31,38,51],"today":[5],"is":[6,167],"critical":[7],"to":[8,21,103,116,145,150,171],"a":[9,95,125,158],"variety":[10],"of":[11,29,37,48,58,141,160],"application":[12],"domains,":[13],"ranging":[14],"from":[15],"community":[16],"detection":[17],"in":[18,52,74,111,147,152],"social":[19],"networks,":[20],"de":[22],"novo":[23],"genome":[24],"sequence":[25],"assembly.":[26],"Scalable":[27],"processing":[28,110,183],"requires":[32],"careful":[33],"partitioning":[34,88],"distribution":[36],"across":[39],"clusters.":[40,187],"In":[41,90,114],"this":[42,91],"paper,":[43],"we":[44,93],"investigate":[45],"the":[46],"problem":[47],"managing":[49],"large-scale":[50],"clusters":[53],"study":[55],"access":[56,81],"characteristics":[57],"local":[59],"graph":[60,108,172,182],"queries":[61,78],"such":[62],"as":[63],"breadth-first":[64],"search,":[65],"random":[66],"walk,":[67],"SPARQL":[69],"queries,":[70],"which":[71],"are":[72,143],"popular":[73],"real":[75,148],"applications.":[76],"These":[77,138],"exhibit":[79],"strong":[80],"locality,":[82],"therefore":[84],"require":[85],"specific":[86],"data":[87],"strategies.":[89],"work,":[92],"propose":[94],"Self":[96],"Evolving":[97],"Distributed":[98],"Graph":[99],"Management":[100],"Environment":[101],"(Sedge),":[102],"minimize":[104],"inter-machine":[105],"communication":[106],"during":[107],"query":[109,118,153],"multiple":[112],"machines.":[113],"order":[115],"improve":[117],"response":[119],"time":[120,149,165],"throughput,":[122],"Sedge":[123],"introduces":[124],"two-level":[126],"partition":[127],"management":[128],"architecture":[129],"with":[130],"complimentary":[131],"primary":[132],"partitions":[133,142],"dynamic":[135],"secondary":[136],"partitions.":[137],"two":[139],"kinds":[140],"able":[144],"adapt":[146],"changes":[151],"workload.":[154],"(Sedge)":[155],"also":[156],"includes":[157],"set":[159],"workload":[161],"analyzing":[162],"algorithms":[163],"whose":[164],"complexity":[166],"linear":[168],"or":[169],"sublinear":[170],"size.":[173],"Empirical":[174],"results":[175],"show":[176],"that":[177],"it":[178],"significantly":[179],"improves":[180],"distributed":[181],"on":[184],"today's":[185],"commodity":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":30},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":16},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
