{"id":"https://openalex.org/W4405623414","doi":"https://doi.org/10.1145/3698827","title":"SPID-Join: A Skew-resistant Processing-in-DIMM Join Algorithm Exploiting the Bank- and Rank-level Parallelisms of DIMMs","display_name":"SPID-Join: A Skew-resistant Processing-in-DIMM Join Algorithm Exploiting the Bank- and Rank-level Parallelisms of DIMMs","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4405623414","doi":"https://doi.org/10.1145/3698827"},"language":"en","primary_location":{"id":"doi:10.1145/3698827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698827","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/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":true,"raw_author_name":"Suhyun Lee","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","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":false,"raw_author_name":"Chaemin Lim","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South 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, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071336105","display_name":"Heelim Choi","orcid":"https://orcid.org/0000-0002-1885-0578"},"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":"Heelim Choi","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019895751","display_name":"C. M. Lee","orcid":null},"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":"Chan Lee","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086980677","display_name":"Yongjun Park","orcid":"https://orcid.org/0000-0003-3725-0380"},"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":"Yongjun Park","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010089204","display_name":"Kwanghyun Park","orcid":"https://orcid.org/0000-0003-0757-2725"},"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":"Kwanghyun Park","raw_affiliation_strings":["Yonsei University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"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, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South 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, South Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100631908"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":2.4471,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9112056,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2","issue":"6","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":0.9998999834060669,"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":0.9994999766349792,"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/joins","display_name":"Joins","score":0.7999517917633057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.778517484664917},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.7386206388473511},{"id":"https://openalex.org/keywords/join","display_name":"Join (topology)","score":0.6006255745887756},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5735188722610474},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5600832104682922},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5507760643959045},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5476738810539246},{"id":"https://openalex.org/keywords/hash-join","display_name":"Hash join","score":0.4570176899433136},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.43112266063690186},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3762340545654297},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33936840295791626},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2580677270889282},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09679567813873291},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.09459793567657471},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08911275863647461}],"concepts":[{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.7999517917633057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778517484664917},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.7386206388473511},{"id":"https://openalex.org/C2776124973","wikidata":"https://www.wikidata.org/wiki/Q3183033","display_name":"Join (topology)","level":2,"score":0.6006255745887756},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5735188722610474},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5600832104682922},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5507760643959045},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5476738810539246},{"id":"https://openalex.org/C188805328","wikidata":"https://www.wikidata.org/wiki/Q4060691","display_name":"Hash join","level":3,"score":0.4570176899433136},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.43112266063690186},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3762340545654297},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33936840295791626},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2580677270889282},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09679567813873291},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.09459793567657471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08911275863647461},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3698827","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3698827","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":[{"id":"https://openalex.org/G1806439380","display_name":null,"funder_award_id":"Korea government (MSIP)","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3510917025","display_name":null,"funder_award_id":"2022R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4700831490","display_name":null,"funder_award_id":"2022-","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6281998519","display_name":null,"funder_award_id":"RS-2024-00395134","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G747069884","display_name":null,"funder_award_id":"2022R1C1C1008131","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8899733881","display_name":null,"funder_award_id":"RS-2020-II201361","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1966392972","https://openalex.org/W1993344232","https://openalex.org/W2037027334","https://openalex.org/W2038685568","https://openalex.org/W2041325018","https://openalex.org/W2041564575","https://openalex.org/W2048455627","https://openalex.org/W2072541977","https://openalex.org/W2092833446","https://openalex.org/W2122048769","https://openalex.org/W2125529470","https://openalex.org/W2203398219","https://openalex.org/W2292693431","https://openalex.org/W2396309311","https://openalex.org/W2406955896","https://openalex.org/W2435648513","https://openalex.org/W2444247778","https://openalex.org/W2592936523","https://openalex.org/W2612048434","https://openalex.org/W2623697208","https://openalex.org/W2725159389","https://openalex.org/W2898401919","https://openalex.org/W2907714110","https://openalex.org/W2972203418","https://openalex.org/W2982008795","https://openalex.org/W2982284108","https://openalex.org/W3103210770","https://openalex.org/W3176391989","https://openalex.org/W3177047120","https://openalex.org/W3189166979","https://openalex.org/W3214526314","https://openalex.org/W4224304102","https://openalex.org/W4282551050","https://openalex.org/W4282554945","https://openalex.org/W4297097348","https://openalex.org/W4304140739","https://openalex.org/W4304699827","https://openalex.org/W4312438982","https://openalex.org/W4380624072","https://openalex.org/W4380624154","https://openalex.org/W4381326936","https://openalex.org/W4386764197","https://openalex.org/W4387494035","https://openalex.org/W4388208193","https://openalex.org/W4389609976","https://openalex.org/W4394773524"],"related_works":["https://openalex.org/W2393491644","https://openalex.org/W4206577045","https://openalex.org/W650102067","https://openalex.org/W1550806730","https://openalex.org/W2589740103","https://openalex.org/W2172084996","https://openalex.org/W1501284171","https://openalex.org/W2397450670","https://openalex.org/W1966967794","https://openalex.org/W3086237447"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,175],"Dual":[3],"In-line":[4],"Memory":[5],"Modules":[6],"(DIMMs)":[7],"allow":[8],"DIMMs":[9],"to":[10,207,230,351],"support":[11,237],"Processing-In-DIMM":[12],"(PID)":[13],"by":[14,34,153],"placing":[15],"In-DIMM":[16],"Processors":[17],"(IDPs)":[18],"near":[19],"their":[20,36],"memory":[21,46,201],"banks.":[22],"Prior":[23],"studies":[24],"have":[25],"shown":[26],"that":[27,85,347],"in-memory":[28,134],"joins":[29,135],"can":[30],"benefit":[31],"from":[32],"PID":[33,88,145,167,277,300,360],"offloading":[35],"operations":[37],"onto":[38],"the":[39,43,54,58,60,79,86,104,112,115,120,130,155,188,199,212,216,224,227,256,262,267,290,308,312,316,321,324,358],"IDPs":[40,116,131,217],"and":[41,70,94,180,193,203,218,226,236,261,276,299,306,311],"exploiting":[42],"high":[44,150,248],"internal":[45,200],"bandwidth":[47,202],"of":[48,78,241,323,343],"DIMMs.":[49],"Aimed":[50],"at":[51],"evenly":[52],"balancing":[53],"computational":[55,204],"loads":[56,110],"between":[57,111,215,255],"IDPs,":[59,113,345],"existing":[61,87],"algorithms":[62,90],"perform":[63],"IDP-wise":[64,105],"global":[65,106],"partitioning":[66,107],"on":[67,274,329],"input":[68,80,98,102,138,366],"tables":[69],"then":[71],"make":[72],"each":[73,208],"IDP":[74,122],"process":[75],"a":[76,143,165,191,238,253,285,341],"partition":[77],"tables.":[81,99,367],"Unfortunately,":[82],"we":[83,141,162],"find":[84],"join":[89,146,168,185,209,220,232,242,257,263,269,275,292,298,325,354,361],"achieve":[91],"low":[92],"performance":[93],"scalability":[95],"with":[96,284,363],"skewed":[97,101,137,365],"With":[100],"tables,":[103,139],"incurs":[108],"imbalanced":[109,156],"making":[114,266],"remain":[117],"idle":[118],"until":[119],"heaviest-load":[121],"completes":[123],"processing":[124],"its":[125],"partition.":[126],"To":[127],"fully":[128],"exploit":[129],"for":[132,296],"accelerating":[133,219],"involving":[136],"therefore,":[140,281],"need":[142],"new":[144],"algorithm":[147,169],"which":[148,170,288,338],"achieves":[149,349],"skew":[151,249],"resistance":[152],"mitigating":[154],"inter-IDP":[157,313],"loads.":[158],"In":[159],"this":[160],"paper,":[161],"present":[163],"SPID-Join,":[164],"skew-resistant":[166],"exploits":[171,223],"two":[172],"parallelisms":[173,229],"inherent":[174],"DIMM":[176],"architectures,":[177],"namely":[178],"bank-":[179,225],"rank-level":[181,228],"parallelisms.":[182],"By":[183,303],"replicating":[184],"keys":[186],"across":[187,194],"banks":[189],"within":[190],"rank":[192],"ranks,":[195],"SPID-Join":[196,222,251,283,348],"significantly":[197],"increases":[198],"throughput":[205,310],"allocated":[206],"key,":[210],"improving":[211],"load":[213],"balance":[214],"executions.":[221],"minimize":[231],"key":[233,243,258,270,293,326],"replication":[234,244,259,271,294,327],"overheads":[235],"wider":[239],"range":[240],"ratios.":[245],"Despite":[246],"achieving":[247],"resistance,":[250],"exhibits":[252],"trade-off":[254],"ratio":[260,272,295,328],"execution":[264],"latency,":[265],"best-performing":[268,291],"depend":[273],"system":[278,301],"configurations.":[279,302],"We,":[280],"augment":[282],"cost":[286,317],"model":[287,318],"identifies":[289],"given":[297],"accurately":[304,319],"modeling":[305],"scaling":[307],"IDPs'":[309],"communication":[314],"bandwidth,":[315],"captures":[320],"impact":[322],"SPID-Join.":[330],"Our":[331],"experimental":[332],"results":[333],"using":[334],"eight":[335],"UPMEM":[336],"DIMMs,":[337],"collectively":[339],"provide":[340],"total":[342],"1,024":[344],"show":[346],"up":[350],"10.38x":[352],"faster":[353],"executions":[355],"over":[356],"PID-Join,":[357],"state-of-the-art":[359],"algorithm,":[362],"highly":[364]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
