{"id":"https://openalex.org/W2143460123","doi":"https://doi.org/10.1145/2764947.2764954","title":"Graphalytics","display_name":"Graphalytics","publication_year":2015,"publication_date":"2015-05-31","ids":{"openalex":"https://openalex.org/W2143460123","doi":"https://doi.org/10.1145/2764947.2764954","mag":"2143460123"},"language":"en","primary_location":{"id":"doi:10.1145/2764947.2764954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2764947.2764954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the GRADES'15","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.cwi.nl/pub/23381/23381B.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047526567","display_name":"Mihai Capot\u0103","orcid":"https://orcid.org/0000-0002-7323-2393"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Mihai Capot\u0103","raw_affiliation_strings":["Delft University of Technology","Delft University of Technology,,,,,"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology,,,,,","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081869535","display_name":"Tim Hegeman","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tim Hegeman","raw_affiliation_strings":["Delft University of Technology","Delft University of Technology,,,,,"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology,,,,,","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006986556","display_name":"Alexandru Iosup","orcid":"https://orcid.org/0000-0001-8030-9398"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Iosup","raw_affiliation_strings":["Delft University of Technology","Delft University of Technology,,,,,"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Delft University of Technology,,,,,","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071813767","display_name":"Arnau Prat-P\u00e8rez","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arnau Prat-P\u00e9rez","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045544950","display_name":"Orri Erling","orcid":"https://orcid.org/0009-0006-9143-2184"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Orri Erling","raw_affiliation_strings":["OpenLink Software, U.K"],"affiliations":[{"raw_affiliation_string":"OpenLink Software, U.K","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058712681","display_name":"Peter Boncz","orcid":"https://orcid.org/0000-0001-6256-0140"},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter Boncz","raw_affiliation_strings":["CWI, The Netherlands"],"affiliations":[{"raw_affiliation_string":"CWI, The Netherlands","institution_ids":["https://openalex.org/I1341640284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5047526567"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":7.8489,"has_fulltext":true,"cited_by_count":67,"citation_normalized_percentile":{"value":0.98278338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9936000108718872,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9804999828338623,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.9009499549865723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7544626593589783},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6143268942832947},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5505427122116089},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5438270568847656},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5090593695640564},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4721638858318329},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41629254817962646},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2645219564437866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2564122676849365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1912369430065155},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08471575379371643}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.9009499549865723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544626593589783},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6143268942832947},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5505427122116089},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5438270568847656},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5090593695640564},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4721638858318329},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41629254817962646},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2645219564437866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2564122676849365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1912369430065155},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08471575379371643},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2764947.2764954","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2764947.2764954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the GRADES'15","raw_type":"proceedings-article"},{"id":"pmh:oai:cwi.nl:23381","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/23381","pdf_url":"https://ir.cwi.nl/pub/23381/23381B.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.vu.nl:publications/c469e91b-8f53-4261-bde8-3b6a2a70a732","is_oa":false,"landing_page_url":"https://hdl.handle.net/1871.1/c469e91b-8f53-4261-bde8-3b6a2a70a732","pdf_url":null,"source":{"id":"https://openalex.org/S4306400546","display_name":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Capota, M, Hegeman, T, Iosup, A, Prat-P\u00e9rez, A, Erling, O & Boncz, P 2015, Graphalytics : A big data benchmark for graph-processing platforms. in 3rd International Workshop on Graph Data Management Experiences and Systems, GRADES 2015 - co-located with SIGMOD/PODS 2015., 2764954, Association for Computing Machinery, Inc, 3rd International Workshop on Graph Data Management Experiences and Systems, GRADES 2015, Melbourne, Australia, 31/05/15. https://doi.org/10.1145/2764947.2764954","raw_type":"contributionToPeriodical"},{"id":"pmh:vu:oai:research.vu.nl:publications/c469e91b-8f53-4261-bde8-3b6a2a70a732","is_oa":false,"landing_page_url":"https://research.vu.nl/en/publications/c469e91b-8f53-4261-bde8-3b6a2a70a732","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3rd International Workshop on Graph Data Management Experiences and Systems, GRADES 2015 - co-located with SIGMOD/PODS 2015","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:cwi.nl:23381","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/23381","pdf_url":"https://ir.cwi.nl/pub/23381/23381B.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2190613922","display_name":null,"funder_award_id":"317548","funder_id":"https://openalex.org/F4320334960","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G3054031842","display_name":null,"funder_award_id":"KIEM KIESA","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G3597746924","display_name":null,"funder_award_id":"Graphalytics","funder_id":"https://openalex.org/F4320307904","funder_display_name":"Oracle"},{"id":"https://openalex.org/G5088403330","display_name":null,"funder_award_id":"SGR2014-890","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"}],"funders":[{"id":"https://openalex.org/F4320307904","display_name":"Oracle","ror":"https://ror.org/006c77m33"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2143460123.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1118222733","https://openalex.org/W1562724932","https://openalex.org/W1589998354","https://openalex.org/W1893161742","https://openalex.org/W1982003698","https://openalex.org/W1998003984","https://openalex.org/W2018614545","https://openalex.org/W2052739751","https://openalex.org/W2077718774","https://openalex.org/W2080752853","https://openalex.org/W2102643564","https://openalex.org/W2111708605","https://openalex.org/W2112681514","https://openalex.org/W2117526408","https://openalex.org/W2125333031","https://openalex.org/W2130349559","https://openalex.org/W2146779760","https://openalex.org/W2170616854","https://openalex.org/W2173213060","https://openalex.org/W2219764230","https://openalex.org/W2281494333","https://openalex.org/W3004555699"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2011676020","https://openalex.org/W2000169967"],"abstract_inverted_index":{"Graphs":[0],"are":[1],"increasingly":[2],"used":[3],"in":[4,65],"industry,":[5],"governance,":[6],"and":[7,16,46,50,96],"science.":[8],"This":[9],"has":[10],"stimulated":[11],"the":[12,33],"appearance":[13],"of":[14,42,58,89],"many":[15],"diverse":[17],"graph-processing":[18,79],"platforms.":[19,53,80],"Although":[20],"platform":[21,35],"diversity":[22],"is":[23],"beneficial,":[24],"it":[25,28],"also":[26],"makes":[27],"very":[29],"challenging":[30],"to":[31,47,61],"select":[32],"best":[34],"for":[36,72,78],"an":[37],"application":[38],"domain":[39],"or":[40],"one":[41],"its":[43],"important":[44],"applications,":[45],"design":[48],"new":[49],"tune":[51],"existing":[52],"Continuing":[54],"a":[55,74,87],"long":[56],"tradition":[57],"using":[59],"benchmarking":[60],"address":[62],"such":[63,92],"challenges,":[64],"this":[66],"work":[67],"we":[68],"present":[69],"our":[70],"vision":[71],"Graphalytics,":[73],"big":[75],"data":[76],"benchmark":[77],"We":[81],"have":[82],"already":[83],"benchmarked":[84],"with":[85],"Graphalytics":[86],"variety":[88],"popular":[90],"platforms,":[91],"as":[93],"Giraph,":[94],"GraphX,":[95],"Neo4j.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":21},{"year":2015,"cited_by_count":4}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2016-06-24T00:00:00"}
