{"id":"https://openalex.org/W4280564895","doi":"https://doi.org/10.23919/date54114.2022.9774535","title":"GraphWave: A Highly-Parallel Compute-at-Memory Graph Processing Accelerator","display_name":"GraphWave: A Highly-Parallel Compute-at-Memory Graph Processing Accelerator","publication_year":2022,"publication_date":"2022-03-14","ids":{"openalex":"https://openalex.org/W4280564895","doi":"https://doi.org/10.23919/date54114.2022.9774535"},"language":"en","primary_location":{"id":"doi:10.23919/date54114.2022.9774535","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774535","pdf_url":null,"source":{"id":"https://openalex.org/S4363607924","display_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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/A5100447633","display_name":"Jinho Lee","orcid":"https://orcid.org/0000-0003-4010-6611"},"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":"Jinho Lee","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032315743","display_name":"Burin Amornpaisannon","orcid":"https://orcid.org/0000-0002-1511-345X"},"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":"Burin Amornpaisannon","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049237676","display_name":"Tulika Mitra","orcid":"https://orcid.org/0000-0003-4136-4188"},"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":"Tulika Mitra","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of 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/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":"Trevor E. Carlson","raw_affiliation_strings":["National University of Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.059,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23489742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9968000054359436,"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":0.9959999918937683,"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":0.8318270444869995},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6642698049545288},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.589331865310669},{"id":"https://openalex.org/keywords/data-parallelism","display_name":"Data parallelism","score":0.4920753836631775},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46978679299354553},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42778584361076355},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.41480278968811035},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3661460876464844},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3223932683467865},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.29005640745162964},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17744824290275574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11095532774925232}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8318270444869995},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6642698049545288},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.589331865310669},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.4920753836631775},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46978679299354553},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42778584361076355},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.41480278968811035},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3661460876464844},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3223932683467865},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.29005640745162964},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17744824290275574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11095532774925232},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date54114.2022.9774535","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date54114.2022.9774535","pdf_url":null,"source":{"id":"https://openalex.org/S4363607924","display_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.44999998807907104,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1981943579","https://openalex.org/W2046526098","https://openalex.org/W2066636486","https://openalex.org/W2294347342","https://openalex.org/W2296407087","https://openalex.org/W2469279958","https://openalex.org/W2734326062","https://openalex.org/W2755088640","https://openalex.org/W2794532328","https://openalex.org/W2885799816","https://openalex.org/W2887949427","https://openalex.org/W2904192253","https://openalex.org/W2950627632","https://openalex.org/W2973152414","https://openalex.org/W2979858238","https://openalex.org/W3103188330","https://openalex.org/W3132871189","https://openalex.org/W3192225725","https://openalex.org/W4241140669","https://openalex.org/W4242634435","https://openalex.org/W6697195335"],"related_works":["https://openalex.org/W1556451512","https://openalex.org/W1555349535","https://openalex.org/W4234091740","https://openalex.org/W4213350282","https://openalex.org/W2230171082","https://openalex.org/W2583128298","https://openalex.org/W2022275305","https://openalex.org/W2369125128","https://openalex.org/W4389341988","https://openalex.org/W1565895288"],"abstract_inverted_index":{"The":[0],"fast,":[1],"efficient":[2,41],"processing":[3],"of":[4,112,118,126],"graphs":[5],"is":[6,75],"needed":[7],"to":[8,20,33,47,59,101,109,120],"quickly":[9],"analyze":[10],"and":[11,40,62,91],"understand":[12],"connected":[13],"data,":[14],"from":[15],"large":[16],"social":[17],"network":[18],"graphs,":[19],"edge":[21],"devices":[22],"performing":[23],"timely,":[24],"local":[25],"data":[26,31],"analytics.":[27],"But,":[28],"as":[29],"graph":[30,42],"tends":[32],"exhibit":[34],"poor":[35],"locality,":[36],"designing":[37],"both":[38],"high-performance":[39],"accelerators":[43],"have":[44],"been":[45],"difficult":[46],"realize.":[48],"In":[49],"this":[50,86,106],"work,":[51],"GraphWave,":[52],"we":[53],"take":[54],"a":[55,69,78,115,124],"different":[56],"approach":[57],"compared":[58],"previous":[60],"research":[61],"focus":[63],"on":[64],"maximizing":[65],"accelerator":[66],"parallelism":[67],"with":[68,77,98,123],"compute-at-memory":[70],"approach,":[71],"where":[72],"each":[73],"vertex":[74],"paired":[76],"dedicated":[79],"functional":[80],"unit.":[81],"We":[82],"also":[83],"demonstrate":[84],"that":[85],"work":[87,107],"can":[88],"improve":[89],"performance":[90],"efficiency":[92,117],"by":[93],"optimizing":[94],"the":[95,110],"accelerator's":[96],"interconnect":[97],"multi-level":[99],"multicasting":[100],"minimize":[102],"congestion.":[103],"Taken":[104],"together,":[105],"achieves,":[108],"best":[111],"our":[113],"knowledge,":[114],"state-of-the-art":[116],"up":[119],"63.94":[121],"GTEPS/W":[122],"throughput":[125],"97.80":[127],"GTEPS":[128],"(billion":[129],"traversed":[130],"edges":[131],"per":[132],"second).":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}