{"id":"https://openalex.org/W4404133571","doi":"https://doi.org/10.1145/3649329.3656235","title":"Accelerating Regular Path Queries over Graph Database with Processing-in-Memory","display_name":"Accelerating Regular Path Queries over Graph Database with Processing-in-Memory","publication_year":2024,"publication_date":"2024-06-23","ids":{"openalex":"https://openalex.org/W4404133571","doi":"https://doi.org/10.1145/3649329.3656235"},"language":"en","primary_location":{"id":"doi:10.1145/3649329.3656235","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3656235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","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/A5022971178","display_name":"R. Q. Ma","orcid":"https://orcid.org/0009-0001-9548-3767"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruoyan Ma","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004661235","display_name":"Shengan Zheng","orcid":"https://orcid.org/0000-0003-2485-760X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengan Zheng","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007992262","display_name":"Guifeng Wang","orcid":"https://orcid.org/0009-0007-5322-2431"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guifeng Wang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100547816","display_name":"Pu Jin","orcid":"https://orcid.org/0009-0006-5152-5773"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Pu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019948928","display_name":"Yifan Hua","orcid":"https://orcid.org/0000-0002-2321-367X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Hua","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015209587","display_name":"W. Wang","orcid":"https://orcid.org/0009-0006-5128-5749"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Wang","raw_affiliation_strings":["Peking University, Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059624019","display_name":"Linpeng Huang","orcid":"https://orcid.org/0000-0002-1531-7962"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linpeng Huang","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022971178"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77969813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"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":0.9998999834060669,"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/T11106","display_name":"Data Management and Algorithms","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9939000010490417,"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":0.8407777547836304},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.6404057145118713},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5028471350669861},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4897429943084717},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4684579074382782},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37316417694091797},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2999109625816345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8407777547836304},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.6404057145118713},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5028471350669861},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4897429943084717},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4684579074382782},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37316417694091797},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2999109625816345}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649329.3656235","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3656235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1735172278","https://openalex.org/W1971630691","https://openalex.org/W1976969221","https://openalex.org/W2010663812","https://openalex.org/W2414782537","https://openalex.org/W2795118915","https://openalex.org/W3042963200","https://openalex.org/W4312390758","https://openalex.org/W4378895288","https://openalex.org/W4384661465","https://openalex.org/W4388098329"],"related_works":["https://openalex.org/W2003932708","https://openalex.org/W1967424056","https://openalex.org/W2284877871","https://openalex.org/W2138102289","https://openalex.org/W978295669","https://openalex.org/W868043274","https://openalex.org/W3115442681","https://openalex.org/W2007838763","https://openalex.org/W2391000461","https://openalex.org/W2972311463"],"abstract_inverted_index":{"Regular":[0],"path":[1,25],"queries":[2],"(RPQs)":[3],"in":[4,28],"graph":[5,42,50,57,62,66,77,98],"databases":[6,43],"are":[7],"bottlenecked":[8],"by":[9,79],"the":[10,81,95],"memory":[11],"wall.":[12],"Emerging":[13],"processing-in-memory":[14],"(PIM)":[15],"technologies":[16],"offer":[17],"a":[18,36,54],"promising":[19],"solution":[20],"to":[21,86],"dispatch":[22],"and":[23,49,64],"execute":[24],"matching":[26],"tasks":[27],"parallel":[29],"within":[30],"PIM":[31,87],"modules.":[32,88],"We":[33],"present":[34],"Moctopus,":[35],"PIM-based":[37],"data":[38],"management":[39],"system":[40],"for":[41,71],"that":[44],"supports":[45],"efficient":[46,76],"batch":[47],"RPQs":[48],"updates.":[51],"Moctopus":[52,74,91],"employs":[53],"PIM-friendly":[55],"dynamic":[56],"partitioning":[58],"algorithm,":[59],"which":[60],"tackles":[61],"skewness":[63],"preserves":[65],"locality":[67],"with":[68],"low":[69],"overhead":[70,85],"RPQ":[72],"processing.":[73],"enables":[75],"update":[78,84],"amortizing":[80],"host":[82],"CPU's":[83],"Evaluation":[89],"of":[90],"demonstrates":[92],"superiority":[93],"over":[94],"state-of-the-art":[96],"traditional":[97],"database.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}