{"id":"https://openalex.org/W3196202149","doi":"https://doi.org/10.1145/3468791.3468805","title":"Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale","display_name":"Distributed Enumeration of Four Node Graphlets at Quadrillion-Scale","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3196202149","doi":"https://doi.org/10.1145/3468791.3468805","mag":"3196202149"},"language":"en","primary_location":{"id":"doi:10.1145/3468791.3468805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468791.3468805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"33rd International Conference on Scientific and Statistical Database Management","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/A5050915170","display_name":"Xiaozhou Liu","orcid":"https://orcid.org/0000-0003-1923-3026"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaozhou Liu","raw_affiliation_strings":["University of Victoria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108954180","display_name":"Yudi Santoso","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yudi Santoso","raw_affiliation_strings":["University of Victoria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101961455","display_name":"Venkatesh Srinivasan","orcid":"https://orcid.org/0000-0003-3819-3998"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Venkatesh Srinivasan","raw_affiliation_strings":["University of Victoria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011013528","display_name":"Alex Thomo","orcid":"https://orcid.org/0000-0002-3020-2258"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alex Thomo","raw_affiliation_strings":["University of Victoria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9984999895095825,"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":0.9984999895095825,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/enumeration","display_name":"Enumeration","score":0.8966283798217773},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8013988733291626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7704026699066162},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6378052830696106},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5011687278747559},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4999086856842041},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4958439767360687},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.48927971720695496},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46947726607322693},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3847455382347107},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34113073348999023},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.19136914610862732},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18711689114570618},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13234800100326538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1098121702671051}],"concepts":[{"id":"https://openalex.org/C156340839","wikidata":"https://www.wikidata.org/wiki/Q2704791","display_name":"Enumeration","level":2,"score":0.8966283798217773},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8013988733291626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7704026699066162},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6378052830696106},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5011687278747559},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4999086856842041},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4958439767360687},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.48927971720695496},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46947726607322693},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3847455382347107},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34113073348999023},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.19136914610862732},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18711689114570618},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13234800100326538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1098121702671051},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3468791.3468805","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468791.3468805","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"33rd International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.library.uvic.ca:1828/13531","is_oa":false,"landing_page_url":"http://hdl.handle.net/1828/13531","pdf_url":null,"source":{"id":"https://openalex.org/S4306401509","display_name":"UVic\u2019s Research and Learning Repository (University of Victoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I212119943","host_organization_name":"University of Victoria","host_organization_lineage":["https://openalex.org/I212119943"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1425731158","https://openalex.org/W1489509891","https://openalex.org/W1849803292","https://openalex.org/W1976196182","https://openalex.org/W1994727615","https://openalex.org/W1996229963","https://openalex.org/W2000273502","https://openalex.org/W2010347674","https://openalex.org/W2011591780","https://openalex.org/W2016311778","https://openalex.org/W2019724001","https://openalex.org/W2023536175","https://openalex.org/W2038933817","https://openalex.org/W2052262538","https://openalex.org/W2066645376","https://openalex.org/W2081301924","https://openalex.org/W2082773934","https://openalex.org/W2110814195","https://openalex.org/W2112262143","https://openalex.org/W2115022330","https://openalex.org/W2122909744","https://openalex.org/W2148606196","https://openalex.org/W2157312249","https://openalex.org/W2160556205","https://openalex.org/W2161723275","https://openalex.org/W2189465200","https://openalex.org/W2241571695","https://openalex.org/W2366253925","https://openalex.org/W2415186390","https://openalex.org/W2543598748","https://openalex.org/W2583739452","https://openalex.org/W2787993231","https://openalex.org/W2798875768","https://openalex.org/W2895492593","https://openalex.org/W2932494755","https://openalex.org/W2948371732","https://openalex.org/W2970629282","https://openalex.org/W2970871269","https://openalex.org/W2982295803","https://openalex.org/W2989730947","https://openalex.org/W3013722319","https://openalex.org/W3029888401","https://openalex.org/W3080519191","https://openalex.org/W3084963370","https://openalex.org/W3128963183","https://openalex.org/W4293282039"],"related_works":["https://openalex.org/W108845024","https://openalex.org/W2406961474","https://openalex.org/W4300125793","https://openalex.org/W2578985712","https://openalex.org/W2952598754","https://openalex.org/W3042106073","https://openalex.org/W2143566611","https://openalex.org/W4251460363","https://openalex.org/W588267724","https://openalex.org/W1984335349"],"abstract_inverted_index":{"Graphlet":[0],"enumeration":[1,89],"is":[2,14,32,38,57],"a":[3,24,61,97,134],"basic":[4],"task":[5,22],"in":[6,51,93,158],"graph":[7,37],"analysis":[8],"with":[9,41],"many":[10],"applications.":[11],"Thus":[12],"it":[13,67],"important":[15],"to":[16,19,63,69,73,79,118,155],"be":[17,70],"able":[18,117],"perform":[20],"this":[21,30,113,166],"within":[23],"reasonable":[25],"amount":[26],"of":[27,43,53,90,131,137,143],"time.":[28],"However,":[29,66],"objective":[31],"challenging":[33],"when":[34],"the":[35,75,83,88,109,141],"input":[36],"very":[39],"large,":[40],"millions":[42],"nodes":[44],"and":[45,78,128,161],"edges.":[46],"Known":[47],"solutions":[48],"are":[49,116],"limited":[50],"terms":[52],"scalability.":[54,65],"Distributed":[55],"computing":[56],"often":[58],"proposed":[59],"as":[60],"solution":[62,105,145],"improve":[64],"has":[68],"done":[71],"carefully":[72],"reduce":[74],"overhead":[76],"cost":[77],"really":[80],"benefit":[81],"from":[82],"distributed":[84,98,104],"solution.":[85],"We":[86,100,139],"study":[87],"four-node":[91],"graphlets":[92,132,157],"undirected":[94],"graphs":[95,121,160],"using":[96,133],"platform.":[99],"propose":[101],"an":[102],"efficient":[103],"which":[106],"significantly":[107],"surpasses":[108],"existing":[110],"solutions.":[111],"With":[112],"method":[114],"we":[115,150],"process":[119],"larger":[120],"that":[122],"have":[123],"never":[124],"been":[125],"processed":[126],"before":[127],"enumerate":[129,156],"quadrillions":[130],"modest":[135],"cluster":[136],"machines.":[138],"show":[140],"scalability":[142],"our":[144,153],"through":[146],"experimental":[147],"results.":[148],"Finally,":[149],"also":[151],"extend":[152],"algorithm":[154],"probabilistic":[159],"demonstrate":[162],"its":[163],"suitability":[164],"for":[165],"case.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
