{"id":"https://openalex.org/W4283371524","doi":"https://doi.org/10.14778/3523210.3523221","title":"A study of database performance sensitivity to experiment settings","display_name":"A study of database performance sensitivity to experiment settings","publication_year":2022,"publication_date":"2022-03-01","ids":{"openalex":"https://openalex.org/W4283371524","doi":"https://doi.org/10.14778/3523210.3523221"},"language":"en","primary_location":{"id":"doi:10.14778/3523210.3523221","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3523210.3523221","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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 VLDB Endowment","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/A5100322850","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-9721-4923"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yang Wang","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337815","display_name":"Miao Yu","orcid":"https://orcid.org/0000-0002-0539-5692"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miao Yu","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028971511","display_name":"Yujie Hui","orcid":"https://orcid.org/0009-0001-5658-9147"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yujie Hui","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101884672","display_name":"Fang Zhou","orcid":"https://orcid.org/0000-0002-5696-7611"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang Zhou","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101513128","display_name":"Yuyang Huang","orcid":"https://orcid.org/0000-0002-8822-3115"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuyang Huang","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617073","display_name":"Rui Zhu","orcid":"https://orcid.org/0000-0002-9640-0716"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Zhu","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070144032","display_name":"Xueyuan Ren","orcid":"https://orcid.org/0009-0006-0305-7565"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xueyuan Ren","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077899199","display_name":"Tianxi Li","orcid":"https://orcid.org/0000-0003-4595-1777"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianxi Li","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067748041","display_name":"Xiaoyi Lu","orcid":"https://orcid.org/0000-0001-7581-8905"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyi Lu","raw_affiliation_strings":["University of California, Merced"],"affiliations":[{"raw_affiliation_string":"University of California, Merced","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100322850"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":1.2432,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80051039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":"7","first_page":"1439","last_page":"1452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9997000098228455,"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/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":0.9970999956130981,"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/benchmark","display_name":"Benchmark (surveying)","score":0.8106790781021118},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.7529550790786743},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7443249225616455},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7220948934555054},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.517147958278656},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5069282650947571},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.48843589425086975},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4172942042350769},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38661348819732666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3497292399406433},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.32669296860694885},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.17741122841835022},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09892141819000244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0718052089214325}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8106790781021118},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.7529550790786743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443249225616455},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7220948934555054},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.517147958278656},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5069282650947571},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.48843589425086975},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4172942042350769},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38661348819732666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3497292399406433},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32669296860694885},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.17741122841835022},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09892141819000244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0718052089214325},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3523210.3523221","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3523210.3523221","pdf_url":null,"source":{"id":"https://openalex.org/S4210226185","display_name":"Proceedings of the VLDB Endowment","issn_l":"2150-8097","issn":["2150-8097"],"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 VLDB Endowment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W83339351","https://openalex.org/W95608104","https://openalex.org/W982826035","https://openalex.org/W1133087070","https://openalex.org/W1550275036","https://openalex.org/W1577085011","https://openalex.org/W1845494277","https://openalex.org/W1977329921","https://openalex.org/W1985229168","https://openalex.org/W1989306170","https://openalex.org/W1993505169","https://openalex.org/W1993813873","https://openalex.org/W2000345607","https://openalex.org/W2011395086","https://openalex.org/W2014977566","https://openalex.org/W2060440895","https://openalex.org/W2067348620","https://openalex.org/W2075854425","https://openalex.org/W2085422792","https://openalex.org/W2087735340","https://openalex.org/W2106887953","https://openalex.org/W2125901106","https://openalex.org/W2129554014","https://openalex.org/W2140101134","https://openalex.org/W2189498447","https://openalex.org/W2240667924","https://openalex.org/W2427525016","https://openalex.org/W2571118757","https://openalex.org/W2576856762","https://openalex.org/W2585130803","https://openalex.org/W2585715281","https://openalex.org/W2604961016","https://openalex.org/W2612808231","https://openalex.org/W2613970404","https://openalex.org/W2889230848","https://openalex.org/W2899672681","https://openalex.org/W2996608404","https://openalex.org/W3032100791","https://openalex.org/W3081666704","https://openalex.org/W3086791196","https://openalex.org/W3096241851","https://openalex.org/W3098168353","https://openalex.org/W3206302033","https://openalex.org/W4255327858","https://openalex.org/W6631765917","https://openalex.org/W6637998620","https://openalex.org/W7015638707"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4241523039","https://openalex.org/W178231042","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2366083136","https://openalex.org/W330397256","https://openalex.org/W1024193751"],"abstract_inverted_index":{"To":[0],"allow":[1],"performance":[2,29,93,108],"comparison":[3],"across":[4],"different":[5,52,71],"systems,":[6],"our":[7],"community":[8],"has":[9],"developed":[10],"multiple":[11],"benchmarks,":[12],"such":[13,24],"as":[14],"TPC-C":[15,88],"and":[16,27,44,89,100,122],"YCSB,":[17,90],"which":[18,47],"are":[19],"widely":[20],"used.":[21],"However,":[22],"despite":[23],"effort,":[25],"interpreting":[26],"comparing":[28],"numbers":[30],"is":[31,138],"still":[32],"a":[33,58,66,95,135,143],"challenging":[34],"task,":[35],"because":[36],"one":[37],"can":[38,48,68,151],"tune":[39],"benchmark":[40],"parameters,":[41],"system":[42,53],"features,":[43],"hardware":[45],"settings,":[46,99],"lead":[49],"to":[50,76,116,153],"very":[51],"behaviors.":[54],"Such":[55],"tuning":[56],"creates":[57],"long-standing":[59],"question":[60,81],"of":[61,65,98,107,142,157],"whether":[62,121],"the":[63,102,105,118,140,155,158],"conclusion":[64],"work":[67,74],"hold":[69],"under":[70,87,94],"settings.":[72],"This":[73],"tries":[75,115],"shed":[77],"light":[78],"on":[79],"this":[80,113,127,130],"by":[82],"reproducing":[83],"11":[84],"works":[85],"evaluated":[86],"measuring":[91],"their":[92],"wider":[96],"range":[97],"investigating":[101],"reasons":[103],"for":[104],"change":[106],"numbers.":[109],"By":[110],"doing":[111],"so,":[112],"paper":[114,131],"motivate":[117],"discussion":[119],"about":[120],"how":[123],"we":[124,150],"should":[125],"address":[126],"problem.":[128],"While":[129],"does":[132],"not":[133],"give":[134],"complete":[136],"solution---this":[137],"beyond":[139],"scope":[141],"single":[144],"paper,":[145],"it":[146],"proposes":[147],"concrete":[148],"suggestions":[149],"take":[152],"improve":[154],"state":[156],"art.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}