{"id":"https://openalex.org/W4389076439","doi":"https://doi.org/10.1109/tkde.2023.3336329","title":"Large-Scale Graph Label Propagation on GPUs","display_name":"Large-Scale Graph Label Propagation on GPUs","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389076439","doi":"https://doi.org/10.1109/tkde.2023.3336329"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3336329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3336329","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/8468","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114429894","display_name":"Chang Ye","orcid":"https://orcid.org/0000-0003-4026-3254"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Chang Ye","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348344","display_name":"Yuchen Li","orcid":"https://orcid.org/0000-0001-9646-291X"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuchen Li","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032277491","display_name":"Zhao Li","orcid":"https://orcid.org/0000-0002-5056-0351"},"institutions":[{"id":"https://openalex.org/I4210091192","display_name":"Zhejiang Zanyu Technology (China)","ror":"https://ror.org/00e58e871","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091192"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Li","raw_affiliation_strings":["Zhejiang Lab &#x0026; Hangzhou Yugu Technology Company Ltd, Hangzhou, Zhejiang, China","Zhejiang Lab &amp; Hangzhou Yugu Technology Co, Ltd., China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Lab &#x0026; Hangzhou Yugu Technology Company Ltd, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I4210091192"]},{"raw_affiliation_string":"Zhejiang Lab &amp; Hangzhou Yugu Technology Co, Ltd., China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428993","display_name":"Jianling Sun","orcid":"https://orcid.org/0000-0001-8799-6020"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianling Sun","raw_affiliation_strings":["School of Computing, Zhejiang University, Hangzhou, China","School of Computing, Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"School of Computing, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"School of Computing, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114429894"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":0.8652,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7962061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"36","issue":"10","first_page":"5234","last_page":"5248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9954000115394592,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7657449245452881},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6899504661560059},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4446898102760315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4329245686531067},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36415618658065796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35014814138412476},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33146074414253235},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3276086449623108},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14714059233665466}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7657449245452881},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6899504661560059},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4446898102760315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4329245686531067},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36415618658065796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35014814138412476},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33146074414253235},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3276086449623108},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14714059233665466}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2023.3336329","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3336329","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-9471","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/8468","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"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":"https://doi.org/10.1109/TKDE.2023.3336329","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-9471","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/8468","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"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":"https://doi.org/10.1109/TKDE.2023.3336329","raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G2992550991","display_name":null,"funder_award_id":"MOE2019-T2-2-065","funder_id":"https://openalex.org/F4320320751","funder_display_name":"Ministry of Education - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W105408422","https://openalex.org/W131619556","https://openalex.org/W136674180","https://openalex.org/W1646504847","https://openalex.org/W1884976205","https://openalex.org/W1965830721","https://openalex.org/W1978223003","https://openalex.org/W1978555214","https://openalex.org/W1984295982","https://openalex.org/W1994687138","https://openalex.org/W2000041758","https://openalex.org/W2011843642","https://openalex.org/W2042545849","https://openalex.org/W2080234606","https://openalex.org/W2082773934","https://openalex.org/W2102072242","https://openalex.org/W2118059508","https://openalex.org/W2128653745","https://openalex.org/W2132202037","https://openalex.org/W2145124007","https://openalex.org/W2295258302","https://openalex.org/W2296746822","https://openalex.org/W2387255728","https://openalex.org/W2435994428","https://openalex.org/W2767104566","https://openalex.org/W2767428809","https://openalex.org/W2782087530","https://openalex.org/W2914721378","https://openalex.org/W2948085055","https://openalex.org/W2961187130","https://openalex.org/W2963224980","https://openalex.org/W2963522561","https://openalex.org/W2963666064","https://openalex.org/W2964149605","https://openalex.org/W2981426507","https://openalex.org/W3006582303","https://openalex.org/W3013163801","https://openalex.org/W3021182071","https://openalex.org/W3106620263","https://openalex.org/W3176287504","https://openalex.org/W3178293493","https://openalex.org/W4237819810","https://openalex.org/W4240241667","https://openalex.org/W4292081303","https://openalex.org/W4306317340","https://openalex.org/W6683244669","https://openalex.org/W6741910194","https://openalex.org/W6744271739"],"related_works":["https://openalex.org/W3037187668","https://openalex.org/W2380685755","https://openalex.org/W3021540629","https://openalex.org/W2252100032","https://openalex.org/W2963436428","https://openalex.org/W3171253712","https://openalex.org/W2171591485","https://openalex.org/W1200423363","https://openalex.org/W2734796617","https://openalex.org/W2102405864"],"abstract_inverted_index":{"Graph":[0],"label":[1],"propagation":[2],"(":[3],"<monospace":[4,29,39,66,103,147],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[5,30,40,67,104,148],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">LP</monospace>":[6,41,68,105,149],")":[7],"is":[8],"a":[9,33,53,90,174,193],"core":[10],"component":[11],"in":[12,52],"many":[13],"downstream":[14],"applications":[15],"such":[16],"as":[17,124,126],"fraud":[18,180],"detection,":[19],"recommendation":[20],"and":[21,100,143,182],"image":[22],"segmentation.":[23],"In":[24],"this":[25],"paper,":[26],"we":[27,57,88,115,133],"propose":[28,116],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">GLP</monospace>":[31],",":[32],"GPU-based":[34],"framework":[35],"to":[36,70,186],"enable":[37],"efficient":[38,102],"processing":[42,50,69,150],"on":[43,63,107,151,192],"large-scale":[44],"graphs.":[45,131,153,199],"By":[46],"investigating":[47],"the":[48,71,122,136,158,165,187],"data":[49,96,138],"pipeline":[51],"large":[54,130],"e-commerce":[55],"platform,":[56],"have":[58,156],"identified":[59],"two":[60],"key":[61],"challenges":[62],"integrating":[64],"GPU-accelerated":[65],"pipeline:":[72],"(1)":[73],"programmability":[74],"for":[75,81,179],"evolving":[76],"application":[77],"logics;":[78],"(2)":[79],"demand":[80],"real-time":[82],"performance.":[83],"Motivated":[84],"by":[85,120,145],"these":[86],"challenges,":[87],"offer":[89],"set":[91],"of":[92,129,160],"expressive":[93],"APIs":[94],"that":[95],"engineers":[97],"can":[98],"customize":[99],"deploy":[101],"algorithms":[106],"GPUs":[108,144],"with":[109,197],"ease.":[110],"To":[111],"achieve":[112],"better":[113],"performance,":[114],"novel":[117],"GPU-centric":[118],"optimizations":[119],"leveraging":[121],"community":[123],"well":[125],"power-law":[127],"properties":[128],"Further,":[132],"significantly":[134],"reduce":[135],"expensive":[137],"transfer":[139],"cost":[140],"between":[141],"CPUs":[142],"enabling":[146],"compressed":[152,198],"Extensive":[154],"experiments":[155],"confirmed":[157],"effectiveness":[159],"our":[161,170],"proposed":[162,171],"approaches":[163],"over":[164],"state-of-the-art":[166],"GPU":[167],"methods.":[168],"Furthermore,":[169],"solution":[172,190],"supports":[173],"real":[175],"billion-scale":[176],"graph":[177],"workload":[178],"detection":[181],"achieves":[183],"13.2\u00d7":[184],"speedup":[185],"current":[188],"in-house":[189],"running":[191],"high-end":[194],"multicore":[195],"machine":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
