{"id":"https://openalex.org/W4388967002","doi":"https://doi.org/10.1109/sbesc60926.2023.10324068","title":"Optimizing Single-Source Graph Execution on NUMA Machines","display_name":"Optimizing Single-Source Graph Execution on NUMA Machines","publication_year":2023,"publication_date":"2023-11-21","ids":{"openalex":"https://openalex.org/W4388967002","doi":"https://doi.org/10.1109/sbesc60926.2023.10324068"},"language":"en","primary_location":{"id":"doi:10.1109/sbesc60926.2023.10324068","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sbesc60926.2023.10324068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XIII Brazilian Symposium on Computing Systems Engineering (SBESC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/f0f8adb3-36c0-4e07-84b4-995b8074403d/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019705944","display_name":"Hiago Mayk G. de A. Rocha","orcid":"https://orcid.org/0000-0002-0827-0131"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Hiago Mayk G. de A. Rocha","raw_affiliation_strings":["Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041767872","display_name":"Vicen\u00e7 Beltr\u00e1n","orcid":"https://orcid.org/0000-0002-3580-9630"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"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":"Vicen\u00e7 Beltran Querol","raw_affiliation_strings":["Barcelona Supercomputing Center,Barcelona,Spain","Barcelona Supercomputing Center, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056127793","display_name":"Arthur F. Lorenzon","orcid":"https://orcid.org/0000-0002-2412-3027"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arthur F. Lorenzon","raw_affiliation_strings":["Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078952423","display_name":"Antonio Carlos Schneider Beck","orcid":"https://orcid.org/0000-0002-4492-1747"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio Carlos S. Beck","raw_affiliation_strings":["Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio Grande do Sul,Institute of Informatics,Porto Alegre,Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Institute of Informatics, Federal University of Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019705944"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":0.2442,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54643431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9972000122070312,"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":0.9923999905586243,"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":0.8735297918319702},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5633474588394165},{"id":"https://openalex.org/keywords/thread","display_name":"Thread (computing)","score":0.5589315295219421},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4682988226413727},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45375701785087585},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4263666272163391},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36259686946868896},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.28259336948394775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8735297918319702},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5633474588394165},{"id":"https://openalex.org/C138101251","wikidata":"https://www.wikidata.org/wiki/Q213092","display_name":"Thread (computing)","level":2,"score":0.5589315295219421},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4682988226413727},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45375701785087585},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4263666272163391},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36259686946868896},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.28259336948394775}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sbesc60926.2023.10324068","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/sbesc60926.2023.10324068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XIII Brazilian Symposium on Computing Systems Engineering (SBESC)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/411880","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/411880","pdf_url":"https://upcommons.upc.edu/bitstreams/f0f8adb3-36c0-4e07-84b4-995b8074403d/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/411880","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/411880","pdf_url":"https://upcommons.upc.edu/bitstreams/f0f8adb3-36c0-4e07-84b4-995b8074403d/download","source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1837441638","display_name":null,"funder_award_id":"FAPERGS","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1950316668","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G2554800379","display_name":null,"funder_award_id":"Code 001","funder_id":"https://openalex.org/F4320322502","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul"},{"id":"https://openalex.org/G2672990121","display_name":null,"funder_award_id":"2021/06825-8","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G275628855","display_name":null,"funder_award_id":"CAPES -","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G3331681876","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3883789297","display_name":null,"funder_award_id":"Code 00","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4466952011","display_name":"ADAPTT: providing resource efficiency in traffic classification through the synergistic and adaptive use of FPGAs and CNNs","funder_award_id":"21/06825-8","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4600047395","display_name":null,"funder_award_id":"FAPESP","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5696276328","display_name":null,"funder_award_id":"Finance","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G6438247056","display_name":null,"funder_award_id":"2021/","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8837013128","display_name":null,"funder_award_id":"Code 0","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322502","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Rio Grande do Sul","ror":"https://ror.org/05k49za97"},{"id":"https://openalex.org/F4320322987","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388967002.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W109781734","https://openalex.org/W1511001884","https://openalex.org/W1980052993","https://openalex.org/W2012465543","https://openalex.org/W2021685712","https://openalex.org/W2053076698","https://openalex.org/W2067540437","https://openalex.org/W2119407198","https://openalex.org/W2124142472","https://openalex.org/W2138945430","https://openalex.org/W2397659679","https://openalex.org/W2619040869","https://openalex.org/W2755088640","https://openalex.org/W2925904499","https://openalex.org/W2946150205","https://openalex.org/W3023843293","https://openalex.org/W3040269689","https://openalex.org/W3137936197","https://openalex.org/W3157860913","https://openalex.org/W3159615951","https://openalex.org/W3161374268","https://openalex.org/W4206520537","https://openalex.org/W4234988573","https://openalex.org/W4240370354","https://openalex.org/W4293024141","https://openalex.org/W4308114228","https://openalex.org/W4378976838","https://openalex.org/W6638337918","https://openalex.org/W6744271739","https://openalex.org/W7056618633"],"related_works":["https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W3121798572","https://openalex.org/W2018782216","https://openalex.org/W2023832055","https://openalex.org/W2082485924"],"abstract_inverted_index":{"Graphs":[0],"are":[1,104],"data":[2,118,125],"structures":[3],"capable":[4,170],"of":[5,49,54,88,100,115,135,154,171],"representing":[6],"problems":[7],"from":[8,29],"different":[9,38],"domains,":[10],"such":[11,35,162],"as":[12,36],"logistics":[13],"and":[14,51,73,117,124,202],"social":[15,44],"networks.":[16],"However,":[17],"these":[18,89],"massive":[19],"graphs":[20],"stored":[21],"in":[22,42,152],"high-performance":[23],"computing":[24],"(HPC)":[25],"servers":[26,103],"start":[27],"processing":[28],"distinct":[30],"source":[31,137],"vertices":[32,50,138],"(i.e.,":[33,139],"single-source:":[34],"a":[37,43,81,166,177],"user":[39],"or":[40],"message":[41],"network).":[45],"Therefore,":[46],"the":[47,52,55,65,69,85,95,98,101,122,133,136,144,149,173,198],"amount":[48],"structure":[53],"sub-graphs":[56],"to":[57,83,147,164,194],"be":[58],"processed":[59],"will":[60],"also":[61],"change":[62],"depending":[63],"on":[64,105,127,190,205],"source,":[66],"highly":[67,113],"influencing":[68],"graph":[70,91,145],"algorithm":[71,179],"behavior":[72],"performance.":[74],"In":[75],"this":[76],"paper,":[77],"we":[78],"propose":[79],"GraphNroll,":[80],"framework":[82],"extract":[84],"full":[86],"potential":[87],"single-source":[90],"algorithms":[92],"by":[93,130],"exploiting":[94],"fact":[96],"that":[97,142,187],"majority":[99],"HPC":[102],"Non-Uniform":[106],"Memory":[107],"Access":[108],"(NUMA)":[109],"architectures":[110],"and,":[111],"therefore,":[112],"dependent":[114],"thread":[116,123],"mapping.":[119,156],"GraphNroll":[120,159,188],"adjusts":[121],"mapping":[126,174],"NUMA":[128,207],"machines":[129,208],"using":[131],"only":[132],"embeddings":[134,163],"vector":[140],"representations":[141],"encode":[143],"topology)":[146],"find":[148],"best":[150],"configuration":[151],"terms":[153],"thread/data":[155],"For":[157],"that,":[158],"learns":[160],"over":[161],"build":[165],"machine":[167],"learning":[168],"model":[169],"predicting":[172],"solutions":[175,204],"for":[176],"new":[178],"execution":[180],"without":[181],"any":[182],"profiling.":[183],"Our":[184],"results":[185],"show":[186],"is,":[189],"average,":[191],"8%":[192],"(up":[193],"18%)":[195],"faster":[196],"than":[197],"Linux":[199],"OS":[200],"Default":[201],"Random":[203],"three":[206],"while":[209],"reducing":[210],"energy":[211],"consumption.":[212]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2023-11-25T00:00:00"}