{"id":"https://openalex.org/W4381326936","doi":"https://doi.org/10.1145/3589258","title":"Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs","display_name":"Design and Analysis of a Processing-in-DIMM Join Algorithm: A Case Study with UPMEM DIMMs","publication_year":2023,"publication_date":"2023-06-13","ids":{"openalex":"https://openalex.org/W4381326936","doi":"https://doi.org/10.1145/3589258"},"language":"en","primary_location":{"id":"doi:10.1145/3589258","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589258","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","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":"https://openalex.org/A5102016776","display_name":"Chaemin Lim","orcid":"https://orcid.org/0000-0002-2665-6273"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Chaemin Lim","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631908","display_name":"Su-Hyun Lee","orcid":"https://orcid.org/0000-0002-0501-794X"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suhyun Lee","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042838206","display_name":"Jinwoo Choi","orcid":"https://orcid.org/0000-0003-2363-501X"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwoo Choi","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052472647","display_name":"Jounghoo Lee","orcid":"https://orcid.org/0000-0002-0463-7717"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jounghoo Lee","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea","Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010111672","display_name":"Seongyeon Park","orcid":"https://orcid.org/0009-0007-3480-6626"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongyeon Park","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100722345","display_name":"Hanjun Kim","orcid":"https://orcid.org/0000-0002-0762-7901"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hanjun Kim","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447633","display_name":"Jinho Lee","orcid":"https://orcid.org/0000-0003-4010-6611"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinho Lee","raw_affiliation_strings":["Seoul National University, Seoul, Republic of Korea","Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088551237","display_name":"Youngsok Kim","orcid":"https://orcid.org/0000-0002-1015-9969"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngsok Kim","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5102016776"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":12.7051,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.99432254,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"1","issue":"2","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8307672739028931},{"id":"https://openalex.org/keywords/hash-join","display_name":"Hash join","score":0.5646026134490967},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.5524800419807434},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5338308215141296},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5332301259040833},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.48452228307724},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37883222103118896},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09860649704933167},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08978986740112305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8307672739028931},{"id":"https://openalex.org/C188805328","wikidata":"https://www.wikidata.org/wiki/Q4060691","display_name":"Hash join","level":3,"score":0.5646026134490967},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.5524800419807434},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5338308215141296},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5332301259040833},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.48452228307724},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37883222103118896},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09860649704933167},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08978986740112305},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589258","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3589258","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W140789737","https://openalex.org/W1474827441","https://openalex.org/W1981220134","https://openalex.org/W1987238352","https://openalex.org/W1993226606","https://openalex.org/W2003515726","https://openalex.org/W2014396444","https://openalex.org/W2045431893","https://openalex.org/W2046609653","https://openalex.org/W2063884320","https://openalex.org/W2072541977","https://openalex.org/W2073412248","https://openalex.org/W2099580433","https://openalex.org/W2112980698","https://openalex.org/W2116784058","https://openalex.org/W2125529470","https://openalex.org/W2144399314","https://openalex.org/W2162639668","https://openalex.org/W2203398219","https://openalex.org/W2213297816","https://openalex.org/W2260484439","https://openalex.org/W2283004062","https://openalex.org/W2294108820","https://openalex.org/W2347068719","https://openalex.org/W2406955896","https://openalex.org/W2542459869","https://openalex.org/W2592936523","https://openalex.org/W2616147950","https://openalex.org/W2616915022","https://openalex.org/W2750871773","https://openalex.org/W2766026698","https://openalex.org/W2787181861","https://openalex.org/W2889320527","https://openalex.org/W2896090304","https://openalex.org/W2907714110","https://openalex.org/W2982008795","https://openalex.org/W3129890341","https://openalex.org/W3155004489","https://openalex.org/W3176391989","https://openalex.org/W3177047120","https://openalex.org/W3189166979","https://openalex.org/W4281644153","https://openalex.org/W4282554945","https://openalex.org/W4289533878","https://openalex.org/W4312675885"],"related_works":["https://openalex.org/W2381211091","https://openalex.org/W2091359263","https://openalex.org/W2511848805","https://openalex.org/W2469706965","https://openalex.org/W1589496614","https://openalex.org/W3176391989","https://openalex.org/W2159860101","https://openalex.org/W2067184662","https://openalex.org/W4234452035","https://openalex.org/W3187487646"],"abstract_inverted_index":{"Modern":[0],"dual":[1],"in-line":[2],"memory":[3,16,73,91],"modules":[4],"(DIMMs)":[5],"support":[6,193],"processing-in-memory":[7],"(PIM)":[8],"by":[9,29,32,215],"implementing":[10],"in-DIMM":[11],"processors":[12],"(IDPs)":[13],"located":[14],"near":[15],"banks.":[17],"PIM":[18,49,66,121],"can":[19],"greatly":[20,270],"accelerate":[21],"in-memory":[22,154,275,280],"join,":[23],"whose":[24],"performance":[25,273],"is":[26],"frequently":[27],"bounded":[28],"main-memory":[30],"accesses,":[31],"offloading":[33],"the":[34,45,58,75,86,94,103,107,112,117,136,162,179,187,189,199,205,208,213,226,247,250,272],"operations":[35],"of":[36,120,176,186,191,274],"join":[37,61,130,155,177,276,281],"from":[38],"host":[39,233],"central":[40],"processing":[41],"units":[42],"(CPUs)":[43],"to":[44,96,115],"IDPs.":[46],"As":[47],"real":[48,257],"hardware":[50,67,192],"has":[51],"not":[52,89],"been":[53],"available":[54],"until":[55],"very":[56],"recently,":[57],"prior":[59,108],"PIM-assisted":[60],"algorithms":[62,223],"have":[63],"relied":[64],"on":[65,82,122,173],"simulators":[68],"which":[69,157],"assume":[70],"fast":[71,78,153,195,229,242],"shared":[72],"between":[74,204,246],"IDPs":[76,87,206,248,266],"and":[77,92,133,138,147,182,198,207,217,221,237,240,249,264],"inter-IDP":[79,98,196,230],"communication;":[80],"however,":[81],"commodity":[83,123],"PIM-enabled":[84,124,165],"DIMMs,":[85,125,160],"do":[88],"share":[90],"demand":[93],"CPUs":[95],"mediate":[97],"communication.":[99],"Such":[100],"discrepancies":[101],"in":[102],"architectural":[104,140],"characteristics":[105],"make":[106],"studies":[109],"incompatible":[110],"with":[111,260],"DIMMs.":[113,166],"Thus,":[114],"exploit":[116],"high":[118],"potential":[119],"we":[126,145],"need":[127],"a":[128,152,256],"new":[129],"algorithm":[131,156],"designed":[132],"optimized":[134,224],"for":[135,194,225],"DIMMs":[137,168,263],"their":[139],"characteristics.":[141],"In":[142],"this":[143],"paper,":[144],"design":[146],"analyze":[148],"Processing-In-DIMM":[149],"Join":[150],"(PID-Join),":[151],"exploits":[158],"UPMEM":[159,262],"currently":[161],"only":[163],"publicly-available":[164],"The":[167],"impose":[169],"several":[170],"key":[171],"challenges":[172,214],"efficient":[174],"acceleration":[175],"including":[178],"shared-nothing":[180],"nature":[181],"limited":[183],"compute":[184],"capabilities":[185],"IDPs,":[188,227],"lack":[190],"communication,":[197],"slow":[200],"IDP-wise":[201],"data":[202,244],"transfers":[203,245],"main":[209,251],"memory.":[210,252],"PID-Join":[211,269],"overcomes":[212],"prototyping":[216],"evaluating":[218],"hash,":[219],"sort-merge,":[220],"nested-loop":[222],"enabling":[228],"communication":[231],"using":[232,255],"CPU":[234],"cache":[235],"streaming":[236],"vector":[238],"instructions,":[239],"facilitating":[241],"rank-wise":[243],"Our":[253],"evaluation":[254],"system":[258],"equipped":[259],"eight":[261],"1,024":[265],"shows":[267],"that":[268],"improves":[271],"over":[277],"various":[278],"CPU-based":[279],"algorithms.":[282]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}