{"id":"https://openalex.org/W2075824405","doi":"https://doi.org/10.1145/2535753.2535755","title":"The energy case for graph processing on hybrid CPU and GPU systems","display_name":"The energy case for graph processing on hybrid CPU and GPU systems","publication_year":2013,"publication_date":"2013-11-17","ids":{"openalex":"https://openalex.org/W2075824405","doi":"https://doi.org/10.1145/2535753.2535755","mag":"2075824405"},"language":"en","primary_location":{"id":"doi:10.1145/2535753.2535755","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2535753.2535755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms","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/A5050450044","display_name":"Abdullah Gharaibeh","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Abdullah Gharaibeh","raw_affiliation_strings":["The University of British Columbia"],"affiliations":[{"raw_affiliation_string":"The University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023875877","display_name":"Elizeu Santos\u2010Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Elizeu Santos-Neto","raw_affiliation_strings":["The University of British Columbia"],"affiliations":[{"raw_affiliation_string":"The University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039915362","display_name":"Lauro Beltr\u00e3o Costa","orcid":"https://orcid.org/0000-0003-2951-0752"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lauro Beltr\u00e3o Costa","raw_affiliation_strings":["The University of British Columbia"],"affiliations":[{"raw_affiliation_string":"The University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088755273","display_name":"Matei Ripeanu","orcid":"https://orcid.org/0000-0001-9839-3866"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matei Ripeanu","raw_affiliation_strings":["The University of British Columbia"],"affiliations":[{"raw_affiliation_string":"The University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050450044"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":3.3181,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.93329761,"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":"1","last_page":"8"},"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":0.9980999827384949,"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":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.8026981949806213},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6019831895828247},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5791428685188293},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5640382170677185},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.43742451071739197},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.43677592277526855},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.4154995381832123},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4153320789337158},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.348688006401062},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.22154325246810913},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1482434868812561},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.11652576923370361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8026981949806213},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6019831895828247},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5791428685188293},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5640382170677185},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.43742451071739197},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.43677592277526855},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.4154995381832123},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4153320789337158},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.348688006401062},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.22154325246810913},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1482434868812561},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.11652576923370361},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2535753.2535755","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2535753.2535755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.723.2997","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.723.2997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.ubc.ca/%7Eabdullah/papers/gharaibeh-iaaa13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W19684845","https://openalex.org/W1482680420","https://openalex.org/W1504291959","https://openalex.org/W1608475339","https://openalex.org/W1788180225","https://openalex.org/W1854214752","https://openalex.org/W1972384243","https://openalex.org/W1978555214","https://openalex.org/W1985291160","https://openalex.org/W1987634495","https://openalex.org/W2000041758","https://openalex.org/W2021685712","https://openalex.org/W2040469876","https://openalex.org/W2045271686","https://openalex.org/W2055497547","https://openalex.org/W2082773934","https://openalex.org/W2101196063","https://openalex.org/W2109473404","https://openalex.org/W2119785041","https://openalex.org/W2122710250","https://openalex.org/W2127063935","https://openalex.org/W2140440478","https://openalex.org/W2156519507","https://openalex.org/W2157427457","https://openalex.org/W2170616854","https://openalex.org/W2170833472","https://openalex.org/W2769133055"],"related_works":["https://openalex.org/W2505380084","https://openalex.org/W4400333498","https://openalex.org/W2086739451","https://openalex.org/W3183233360","https://openalex.org/W2073137634","https://openalex.org/W2808906329","https://openalex.org/W179829755","https://openalex.org/W1972148443","https://openalex.org/W2061938028","https://openalex.org/W3015575992"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,32,39,45,52,65],"power,":[4],"energy,":[5],"and":[6,17,77,86,102],"performance":[7],"characteristics":[8],"of":[9,44,99],"large-scale":[10],"graph":[11],"processing":[12,22,35],"on":[13,26,64],"hybrid":[14,27,93],"(i.e.,":[15],"CPU":[16],"GPU)":[18],"single-node":[19],"systems.":[20],"Graph":[21],"can":[23],"be":[24],"accelerated":[25],"systems":[28],"by":[29],"properly":[30],"mapping":[31],"graph-layout":[33],"to":[34],"units,":[36],"such":[37],"that":[38,91],"algorithmic":[40],"tasks":[41],"exercise":[42],"each":[43],"units":[46],"where":[47],"they":[48],"perform":[49],"best.":[50],"However,":[51],"GPUs":[53],"have":[54],"much":[55],"higher":[56],"Thermal":[57],"Design":[58],"Power":[59],"(TDP),":[60],"thus":[61],"their":[62],"impact":[63],"overall":[66],"energy":[67],"consumption":[68],"is":[69,95],"unclear.":[70],"Our":[71],"evaluation":[72],"using":[73],"large":[74,81],"real-world":[75],"graphs":[76,79],"synthetic":[78],"as":[80,82],"1":[83],"billion":[84,88],"vertices":[85],"16":[87],"edges":[89],"shows":[90],"a":[92],"system":[94],"efficient":[96],"in":[97],"terms":[98],"both":[100],"time-to-solution":[101],"energy.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
