{"id":"https://openalex.org/W3137936197","doi":"https://doi.org/10.1109/bigdata50022.2020.9378430","title":"HyGN: Hybrid Graph Engine for NUMA","display_name":"HyGN: Hybrid Graph Engine for NUMA","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3137936197","doi":"https://doi.org/10.1109/bigdata50022.2020.9378430","mag":"3137936197"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","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/A5010577335","display_name":"Tanuj Kr Aasawat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tanuj Aasawat","raw_affiliation_strings":["RIKEN Center for Advanced Intelligence Project"],"affiliations":[{"raw_affiliation_string":"RIKEN Center for Advanced Intelligence Project","institution_ids":["https://openalex.org/I4210126580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043238877","display_name":"Tahsin Reza","orcid":"https://orcid.org/0000-0003-2490-3944"},"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"]},{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Tahsin Reza","raw_affiliation_strings":["Lawrence Livermore National Laboratory","University of British Columbia"],"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]},{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046074354","display_name":"Kazuki Yoshizoe","orcid":"https://orcid.org/0000-0001-7715-1868"},"institutions":[{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuki Yoshizoe","raw_affiliation_strings":["RIKEN Center for Advanced Intelligence Project"],"affiliations":[{"raw_affiliation_string":"RIKEN Center for Advanced Intelligence Project","institution_ids":["https://openalex.org/I4210126580"]}]},{"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":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010577335"],"corresponding_institution_ids":["https://openalex.org/I4210126580"],"apc_list":null,"apc_paid":null,"fwci":0.4885,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67374135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"383","last_page":"390"},"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":0.9976999759674072,"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":0.996999979019165,"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":0.8712291717529297},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.715760350227356},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.59815514087677},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.5451967716217041},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5446265935897827},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4786221385002136},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4723328649997711},{"id":"https://openalex.org/keywords/distributed-memory","display_name":"Distributed memory","score":0.4414811134338379},{"id":"https://openalex.org/keywords/memory-architecture","display_name":"Memory architecture","score":0.43258509039878845},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.41657155752182007},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4084705710411072},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3359818458557129},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12406545877456665},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12018918991088867}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712291717529297},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.715760350227356},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.59815514087677},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.5451967716217041},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5446265935897827},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4786221385002136},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4723328649997711},{"id":"https://openalex.org/C91481028","wikidata":"https://www.wikidata.org/wiki/Q1054686","display_name":"Distributed memory","level":3,"score":0.4414811134338379},{"id":"https://openalex.org/C2779602883","wikidata":"https://www.wikidata.org/wiki/Q15544750","display_name":"Memory architecture","level":2,"score":0.43258509039878845},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41657155752182007},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4084705710411072},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3359818458557129},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12406545877456665},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12018918991088867},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W78077100","https://openalex.org/W1425731158","https://openalex.org/W1628302504","https://openalex.org/W1783256592","https://openalex.org/W2000041758","https://openalex.org/W2034102265","https://openalex.org/W2068612205","https://openalex.org/W2082773934","https://openalex.org/W2101196063","https://openalex.org/W2119407198","https://openalex.org/W2144085134","https://openalex.org/W2156519507","https://openalex.org/W2171329192","https://openalex.org/W2281494333","https://openalex.org/W2294347342","https://openalex.org/W2619040869","https://openalex.org/W2885289883","https://openalex.org/W4253426709","https://openalex.org/W6603201521","https://openalex.org/W6628445530","https://openalex.org/W6636680023"],"related_works":["https://openalex.org/W2026512611","https://openalex.org/W1985165680","https://openalex.org/W4245497162","https://openalex.org/W2172051598","https://openalex.org/W2353146130","https://openalex.org/W1990817968","https://openalex.org/W1530780171","https://openalex.org/W2185094550","https://openalex.org/W2088823210","https://openalex.org/W2135766592"],"abstract_inverted_index":{"Modern":[0],"shared-memory":[1,25,56],"platforms":[2,31],"embrace":[3],"the":[4,21,42,52,55,61,92,118],"Non-uniform":[5],"Memory":[6],"Access":[7],"(NUMA)":[8],"architecture":[9],"-":[10],"they":[11],"have":[12],"physically":[13],"distributed,":[14],"yet":[15],"cache-coherent":[16],"shared-memory.":[17],"This":[18,39],"paper":[19],"explores":[20],"feasibility":[22],"of":[23,44,54,64,108,121],"a":[24,82],"graph":[26,67,94],"processing":[27,46,90],"engine":[28],"for":[29],"NUMA":[30,57],"inspired":[32],"by":[33],"designs":[34],"that":[35,85],"target":[36],"zero-sharing":[37],"platforms.":[38],"work":[40],"exploits":[41],"characteristics":[43],"two":[45],"modes,":[47],"synchronous":[48,69,87],"and":[49,66,70,88,97,110],"asynchronous,":[50],"in":[51],"context":[53],"platform.":[58],"Depending":[59],"on":[60],"algorithm,":[62],"phase":[63],"execution,":[65],"topology,":[68],"asynchronous":[71,89],"modes":[72],"hold":[73],"unique":[74],"advantages":[75,120],"over":[76],"one":[77],"another.":[78],"We":[79],"then":[80],"explore":[81],"hybrid":[83],"solution":[84],"combines":[86],"within":[91],"same":[93],"computation":[95],"task":[96],"harness":[98],"optimizations":[99],"therein.":[100],"An":[101],"extensive":[102],"evaluation":[103],"using":[104],"graphs":[105],"with":[106,113],"billions":[107],"edges":[109],"empirical":[111],"comparisons":[112],"several":[114],"state-of-the-art":[115],"solutions":[116],"demonstrate":[117],"performance":[119],"our":[122],"design.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}