{"id":"https://openalex.org/W4385270563","doi":"https://doi.org/10.1109/icde55515.2023.00292","title":"Unshackling Database Benchmarking from Synthetic Workloads","display_name":"Unshackling Database Benchmarking from Synthetic Workloads","publication_year":2023,"publication_date":"2023-04-01","ids":{"openalex":"https://openalex.org/W4385270563","doi":"https://doi.org/10.1109/icde55515.2023.00292"},"language":"en","primary_location":{"id":"doi:10.1109/icde55515.2023.00292","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icde55515.2023.00292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 39th International Conference on Data Engineering (ICDE)","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/A5018121640","display_name":"Parimarjan Negi","orcid":"https://orcid.org/0000-0002-8442-9159"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Parimarjan Negi","raw_affiliation_strings":["MIT"],"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051818971","display_name":"Laurent Bindschaedler","orcid":"https://orcid.org/0000-0003-0559-631X"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Laurent Bindschaedler","raw_affiliation_strings":["MIT"],"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101669323","display_name":"Mohammad Alizadeh","orcid":"https://orcid.org/0000-0002-6650-8961"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mohammad Alizadeh","raw_affiliation_strings":["MIT"],"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034086130","display_name":"Tim Kraska","orcid":"https://orcid.org/0009-0003-2414-2759"},"institutions":[{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Tim Kraska","raw_affiliation_strings":["MIT"],"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026137026","display_name":"Jyoti Leeka","orcid":"https://orcid.org/0000-0003-2920-1431"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jyoti Leeka","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043472177","display_name":"Anja Gruenheid","orcid":"https://orcid.org/0009-0009-2547-8610"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anja Gruenheid","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071206013","display_name":"Matteo Interlandi","orcid":"https://orcid.org/0000-0002-5756-8321"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matteo Interlandi","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018121640"],"corresponding_institution_ids":["https://openalex.org/I4210109586"],"apc_list":null,"apc_paid":null,"fwci":0.5245,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70692758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3659","last_page":"3662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9977999925613403,"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":0.8821285963058472},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8415869474411011},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7665133476257324},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5591195821762085},{"id":"https://openalex.org/keywords/mirroring","display_name":"Mirroring","score":0.5589374303817749},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49489444494247437},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4763346314430237},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.4127640724182129},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34905239939689636},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2072007954120636},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1557200849056244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8821285963058472},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8415869474411011},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7665133476257324},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5591195821762085},{"id":"https://openalex.org/C189645446","wikidata":"https://www.wikidata.org/wiki/Q350865","display_name":"Mirroring","level":2,"score":0.5589374303817749},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49489444494247437},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4763346314430237},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.4127640724182129},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34905239939689636},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2072007954120636},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1557200849056244},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icde55515.2023.00292","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icde55515.2023.00292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 39th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2151583733","https://openalex.org/W2270062199","https://openalex.org/W2396309311","https://openalex.org/W2997171439","https://openalex.org/W3002057446","https://openalex.org/W3173134617","https://openalex.org/W3196442060","https://openalex.org/W3197977787","https://openalex.org/W4281867143","https://openalex.org/W4282550406","https://openalex.org/W4309505005","https://openalex.org/W4312349237","https://openalex.org/W6693783752"],"related_works":["https://openalex.org/W2081134829","https://openalex.org/W2012196799","https://openalex.org/W2914953798","https://openalex.org/W2016936103","https://openalex.org/W1969752774","https://openalex.org/W2551163313","https://openalex.org/W2294049764","https://openalex.org/W2108584188","https://openalex.org/W4238897586","https://openalex.org/W1980969160"],"abstract_inverted_index":{"Introducing":[0],"new":[1],"(learned)":[2],"features":[3],"into":[4],"a":[5,51,55,79],"DBMS":[6],"requires":[7],"considerable":[8],"experimentation":[9],"and":[10,25,61,93,130],"benchmarking":[11],"to":[12,73],"avoid":[13],"regressions":[14],"in":[15,46,126],"production":[16,40],"(customer)":[17],"workloads.":[18,41],"Using":[19],"standard":[20],"benchmarks":[21,103],"such":[22,84],"as":[23,78,85],"TPC-H":[24],"TCH-DS":[26],"is":[27,72],"common":[28],"practice,":[29],"but,":[30],"unfortunately,":[31],"these":[32],"do":[33],"not":[34],"represent":[35],"the":[36,64,75,105,108,119,122,127],"complexity":[37],"of":[38,69,107],"real":[39],"To":[42],"solve":[43],"this":[44,47],"problem,":[45],"demo,":[48],"we":[49],"propose":[50],"technique":[52],"that":[53,97],"generates":[54],"synthetic":[56],"dataset":[57],"from":[58,90],"query":[59,91],"logs":[60,92],"metadata\u2014without":[62],"touching":[63],"original":[65,109],"data.":[66],"The":[67,115],"keystone":[68],"our":[70,98],"approach":[71,99],"map":[74],"data":[76,110,128],"generation":[77,129],"SAT":[80],"problem":[81],"where":[82],"constraints,":[83],"runtime":[86],"cardinalities,":[87],"are":[88],"extracted":[89],"metadata.":[94],"We":[95],"show":[96],"can":[100],"generate":[101],"representative":[102],"mirroring":[104],"performance":[106],"without":[111],"trading":[112],"off":[113],"privacy.":[114],"demo":[116],"will":[117],"guide":[118],"attendees":[120],"through":[121],"various":[123],"steps":[124],"involved":[125],"testing":[131],"process.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}