{"id":"https://openalex.org/W4386824972","doi":"https://doi.org/10.1109/tkde.2023.3316274","title":"Compressed Data Direct Computing for Databases","display_name":"Compressed Data Direct Computing for Databases","publication_year":2023,"publication_date":"2023-09-18","ids":{"openalex":"https://openalex.org/W4386824972","doi":"https://doi.org/10.1109/tkde.2023.3316274"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3316274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3316274","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","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/A5089874969","display_name":"Weitao Wan","orcid":"https://orcid.org/0009-0009-8124-7059"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weitao Wan","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091139467","display_name":"Feng Zhang","orcid":"https://orcid.org/0000-0003-1983-7321"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337319","display_name":"Chenyang Zhang","orcid":"https://orcid.org/0000-0002-7627-6359"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103189627","display_name":"Mingde Zhang","orcid":"https://orcid.org/0009-0006-9551-3213"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingde Zhang","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071200777","display_name":"Jidong Zhai","orcid":"https://orcid.org/0000-0002-7656-6428"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jidong Zhai","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440226","display_name":"Yunpeng Chai","orcid":"https://orcid.org/0000-0002-3286-9259"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Chai","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048293406","display_name":"Huanchen Zhang","orcid":"https://orcid.org/0009-0001-4821-1558"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanchen Zhang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005529387","display_name":"Wei L\u00fc","orcid":"https://orcid.org/0000-0001-6769-2695"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lu","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101526503","display_name":"Yuxing Chen","orcid":"https://orcid.org/0000-0002-6220-2535"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxing Chen","raw_affiliation_strings":["Tencent Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent Inc., Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101608037","display_name":"Haixiang Li","orcid":"https://orcid.org/0009-0004-7562-339X"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixiang Li","raw_affiliation_strings":["Tencent Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent Inc., Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001037413","display_name":"Anqun Pan","orcid":"https://orcid.org/0000-0002-6756-149X"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqun Pan","raw_affiliation_strings":["Tencent Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent Inc., Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008721449","display_name":"Xiaoyong Du","orcid":"https://orcid.org/0000-0002-5757-9135"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Du","raw_affiliation_strings":["Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Engineering and Knowledge Engineering (MOE), and the School of Information, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5089874969"],"corresponding_institution_ids":["https://openalex.org/I78988378","https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.6959,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76093865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"36","issue":"5","first_page":"1902","last_page":"1918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983999729156494,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8297998905181885},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5704152584075928},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.516072690486908},{"id":"https://openalex.org/keywords/database-theory","display_name":"Database theory","score":0.5130676031112671},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3964564800262451},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.3736673593521118}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297998905181885},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5704152584075928},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.516072690486908},{"id":"https://openalex.org/C12439846","wikidata":"https://www.wikidata.org/wiki/Q4809258","display_name":"Database theory","level":3,"score":0.5130676031112671},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3964564800262451},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.3736673593521118}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2023.3316274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3316274","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1427066226","display_name":null,"funder_award_id":"62322213","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7585032202","display_name":null,"funder_award_id":"62172419","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":90,"referenced_works":["https://openalex.org/W1491846504","https://openalex.org/W1492127831","https://openalex.org/W1581761595","https://openalex.org/W1599861493","https://openalex.org/W1777016212","https://openalex.org/W1791587242","https://openalex.org/W1819254314","https://openalex.org/W1962019683","https://openalex.org/W1970225139","https://openalex.org/W1977307693","https://openalex.org/W1985108724","https://openalex.org/W2024194429","https://openalex.org/W2030962049","https://openalex.org/W2031732284","https://openalex.org/W2037089206","https://openalex.org/W2041445031","https://openalex.org/W2042604625","https://openalex.org/W2042747508","https://openalex.org/W2046038806","https://openalex.org/W2058040776","https://openalex.org/W2072945702","https://openalex.org/W2073921136","https://openalex.org/W2074935284","https://openalex.org/W2097225874","https://openalex.org/W2098376057","https://openalex.org/W2100132188","https://openalex.org/W2105686649","https://openalex.org/W2110488294","https://openalex.org/W2113004376","https://openalex.org/W2134959225","https://openalex.org/W2141931308","https://openalex.org/W2147010252","https://openalex.org/W2151131744","https://openalex.org/W2158322625","https://openalex.org/W2158874082","https://openalex.org/W2159647614","https://openalex.org/W2161488606","https://openalex.org/W2165025417","https://openalex.org/W2165971212","https://openalex.org/W2167911783","https://openalex.org/W2170899819","https://openalex.org/W2171532727","https://openalex.org/W2341510490","https://openalex.org/W2666919929","https://openalex.org/W2750788888","https://openalex.org/W2884002274","https://openalex.org/W2888958910","https://openalex.org/W2911156965","https://openalex.org/W2918386285","https://openalex.org/W2962903741","https://openalex.org/W2964197518","https://openalex.org/W2972156826","https://openalex.org/W2998432270","https://openalex.org/W3030603435","https://openalex.org/W3031206277","https://openalex.org/W3032331856","https://openalex.org/W3035297311","https://openalex.org/W3087592560","https://openalex.org/W3104493122","https://openalex.org/W3120740533","https://openalex.org/W3149954208","https://openalex.org/W3174698382","https://openalex.org/W3182471744","https://openalex.org/W3198189630","https://openalex.org/W3198682658","https://openalex.org/W4205372329","https://openalex.org/W4205589654","https://openalex.org/W4235557168","https://openalex.org/W4247794781","https://openalex.org/W4280537071","https://openalex.org/W4281764441","https://openalex.org/W4281927114","https://openalex.org/W4282566685","https://openalex.org/W4304691967","https://openalex.org/W4321636503","https://openalex.org/W4380433106","https://openalex.org/W4385270203","https://openalex.org/W6630334666","https://openalex.org/W6633105036","https://openalex.org/W6633588563","https://openalex.org/W6635818143","https://openalex.org/W6639872743","https://openalex.org/W6640789038","https://openalex.org/W6644134144","https://openalex.org/W6654031322","https://openalex.org/W6664276324","https://openalex.org/W6679642144","https://openalex.org/W6683504902","https://openalex.org/W6744752344","https://openalex.org/W6796760733"],"related_works":["https://openalex.org/W2189039295","https://openalex.org/W2131102005","https://openalex.org/W2170892047","https://openalex.org/W2031219154","https://openalex.org/W2184560934","https://openalex.org/W2532209472","https://openalex.org/W2126148879","https://openalex.org/W584886505","https://openalex.org/W2319413895","https://openalex.org/W2133212508"],"abstract_inverted_index":{"Directly":[0],"performing":[1],"operations":[2],"on":[3,42,211],"compressed":[4],"data":[5,20,34,43,54,57,75,97,100,137,147],"has":[6,82],"been":[7],"proven":[8],"to":[9,91,108,130,148],"be":[10],"a":[11,46,68,113],"big":[12],"success":[13],"facing":[14],"Big":[15,48],"Data":[16,49],"problems":[17],"in":[18,141,187],"modern":[19],"management":[21],"systems.":[22],"These":[23],"systems":[24,39,110,143],"have":[25],"demonstrated":[26],"significant":[27],"compression":[28,209],"benefits":[29],"and":[30,56,94,99,139,171,185,191,202],"performance":[31],"improvement":[32,201],"for":[33,77,103,150],"analytics":[35],"applications.":[36],"However,":[37],"current":[38],"only":[40],"focus":[41],"queries,":[44],"while":[45],"complete":[47],"system":[50],"must":[51],"support":[52,74],"both":[53,96,188],"query":[55,98,138],"manipulation.":[58,101],"To":[59],"solve":[60],"this":[61],"problem,":[62],"we":[63,105,126,134],"develop":[64],"CompressDB,":[65],"which":[66],"is":[67],"new":[69],"storage":[70,131,142],"engine":[71],"that":[72,112,133,196],"can":[73,118,135],"processing":[76],"databases":[78,117],"without":[79,122,144],"decompression.":[80],"CompressDB":[81,87,107,121,158,197],"the":[83,155],"following":[84],"advantages.":[85],"First,":[86],"utilizes":[88],"context-free":[89],"grammar":[90],"compress":[92],"data,":[93],"supports":[95],"Second,":[102],"adaptability,":[104],"integrate":[106],"file":[109],"so":[111,132],"wide":[114],"range":[115],"of":[116,157,162],"directly":[119],"use":[120],"any":[123],"change.":[124],"Third,":[125],"enable":[127],"operation":[128],"pushdown":[129],"perform":[136],"manipulation":[140],"bringing":[145],"large":[146],"memory":[149],"high":[151],"efficiency.":[152],"We":[153,173],"validate":[154],"efficacy":[156],"supporting":[159],"various":[160,182],"kinds":[161],"database":[163],"systems,":[164],"including":[165],"SQLite,":[166],"MySQL,":[167],"LevelDB,":[168],"MongoDB,":[169],"ClickHouse,":[170],"Neo4j.":[172],"evaluate":[174],"our":[175],"method":[176],"using":[177],"seven":[178],"real-world":[179],"datasets":[180],"with":[181,207],"lengths,":[183],"structures,":[184],"content":[186],"single":[189],"node":[190],"cluster":[192],"environments.":[193],"Experiments":[194],"show":[195],"achieves":[198],"40%":[199],"throughput":[200],"44%":[203],"latency":[204],"reduction,":[205],"along":[206],"1.75":[208],"ratio":[210],"average.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}