{"id":"https://openalex.org/W3109405281","doi":"https://doi.org/10.1109/lca.2020.3039498","title":"PIM-GraphSCC: PIM-Based Graph Processing Using Graph\u2019s Community Structures","display_name":"PIM-GraphSCC: PIM-Based Graph Processing Using Graph\u2019s Community Structures","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3109405281","doi":"https://doi.org/10.1109/lca.2020.3039498","mag":"3109405281"},"language":"en","primary_location":{"id":"doi:10.1109/lca.2020.3039498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lca.2020.3039498","pdf_url":null,"source":{"id":"https://openalex.org/S17643076","display_name":"IEEE Computer Architecture Letters","issn_l":"1556-6056","issn":["1556-6056","1556-6064","2473-2575"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computer Architecture Letters","raw_type":"journal-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":null,"display_name":"Newton","orcid":"https://orcid.org/0000-0001-6418-8100"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]},{"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":["IN","SG"],"is_corresponding":false,"raw_author_name":"Newton","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India","National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6418-8100","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073587430","display_name":"Virendra Singh","orcid":"https://orcid.org/0000-0002-7035-7844"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]},{"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":["IN","SG"],"is_corresponding":false,"raw_author_name":"Virendra Singh","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India","National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069683581","display_name":"Trevor E. Carlson","orcid":"https://orcid.org/0000-0001-8742-134X"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]},{"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":["IN","SG"],"is_corresponding":false,"raw_author_name":"Trevor E. Carlson","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India","National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8742-134X","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]},{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5342,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.65141816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"2","first_page":"151","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9891999959945679,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9891999959945679,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9441999793052673,"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/T12285","display_name":"Surface Chemistry and Catalysis","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7843906879425049},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5762255191802979},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4056740701198578},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.360132098197937},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3446827530860901}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843906879425049},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5762255191802979},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4056740701198578},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.360132098197937},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3446827530860901}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lca.2020.3039498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lca.2020.3039498","pdf_url":null,"source":{"id":"https://openalex.org/S17643076","display_name":"IEEE Computer Architecture Letters","issn_l":"1556-6056","issn":["1556-6056","1556-6064","2473-2575"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computer Architecture Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W1981943579","https://openalex.org/W2022490362","https://openalex.org/W2075410688","https://openalex.org/W2082773934","https://openalex.org/W2524623326","https://openalex.org/W2545376626","https://openalex.org/W2795118915","https://openalex.org/W2904192253","https://openalex.org/W2979858238","https://openalex.org/W6603201521","https://openalex.org/W6645738425","https://openalex.org/W6727469013"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Graphs":[0],"are":[1],"used":[2],"to":[3,25,79,89,120,132,140,161,180,211,240,244],"store":[4],"relationships":[5],"on":[6,195],"a":[7,113,141,152,162,186,208,228],"variety":[8],"of":[9,115,155,165],"topics,":[10],"such":[11],"as":[12,68,100],"road":[13],"map":[14,178],"data":[15,22,51,72,81,123,236],"and":[16,48],"social":[17],"media":[18],"connections.":[19],"Processing":[20],"this":[21,196],"allows":[23],"one":[24,174],"uncover":[26],"insights":[27],"from":[28],"its":[29],"structure.":[30],"However,":[31],"while":[32],"analyzing":[33],"graphs":[34,150,223],"with":[35],"traditional":[36],"processors,":[37],"the":[38,76,80,130,135,201,218],"graph":[39,66,91,204,230,246],"connectivity":[40,137,210],"can":[41,54,70,138,175],"result":[42,55],"in":[43,56,190],"irregular":[44],"memory":[45],"access":[46],"patterns":[47],"thus":[49],"poor":[50],"locality":[52],"that":[53,158,206,233],"low":[57],"performance.":[58],"Processing-in-Memory":[59],"(PIM)":[60],"is":[61,95],"an":[62],"attractive":[63],"alternative":[64],"for":[65,98],"processing,":[67],"it":[69],"reduce":[71,121,213],"movement":[73,237],"by":[74,238],"bringing":[75],"computation":[77],"closer":[78],"itself.":[82],"While":[83],"PIM-based":[84,107,203],"techniques":[85,126],"have":[86,118,127,151],"been":[87],"shown":[88],"improve":[90],"processing":[92,247],"performance,":[93],"there":[94],"still":[96],"room":[97],"improvement,":[99],"critical":[101,216],"bottlenecks":[102],"exist":[103],"when":[104],"connecting":[105],"multiple":[106],"accelerators":[108],"into":[109,172,224],"larger":[110],"clusters.":[111],"Although":[112],"number":[114,164],"recent":[116],"proposals":[117],"aimed":[119],"inter-accelerator":[122,184,219,235],"movement,":[124],"their":[125],"generally":[128],"overlooked":[129],"potential":[131],"optimize":[133],"how":[134],"graph's":[136,209],"lead":[139],"more":[142,176],"efficient":[143],"hardware":[144],"mapping.":[145],"In":[146],"fact,":[147],"many":[148],"real-world":[149],"small":[153],"percentage":[154],"high-degree":[156],"nodes":[157,171],"connect":[159],"widely":[160],"large":[163],"other":[166],"nodes.":[167],"By":[168,221],"clustering":[169],"these":[170,191],"communities,":[173,225],"efficiently":[177],"them":[179],"hardware,":[181],"minimizing":[182],"expensive":[183],"communication,":[185],"key":[187],"performance":[188],"bottleneck":[189],"accelerators.":[192],"To":[193],"capitalize":[194],"observation,":[197],"we":[198],"propose":[199],"PIM-GraphSCC,":[200],"first":[202],"processor":[205],"exploits":[207],"significantly":[212],"communication":[214],"over":[215],"resources:":[217],"links.":[220],"partitioning":[222,231],"PIM-GraphSCC":[226],"provides":[227],"community-aware":[229],"scheme":[232],"reduces":[234],"up":[239],"93":[241],"percent":[242],"compared":[243],"modern":[245],"schemes.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}