{"id":"https://openalex.org/W3197025661","doi":"https://doi.org/10.14778/3476311.3476362","title":"AutoExecutor","display_name":"AutoExecutor","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3197025661","doi":"https://doi.org/10.14778/3476311.3476362","mag":"3197025661"},"language":"en","primary_location":{"id":"doi:10.14778/3476311.3476362","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3476311.3476362","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/A5061137265","display_name":"Rathijit Sen","orcid":"https://orcid.org/0000-0003-4736-2837"},"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":"Rathijit Sen","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102756987","display_name":"Abhishek Roy","orcid":"https://orcid.org/0009-0002-3569-7621"},"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":"Abhishek Roy","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079846990","display_name":"Alekh Jindal","orcid":"https://orcid.org/0000-0001-8844-8165"},"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":"Alekh Jindal","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018308283","display_name":"Rui Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Fang","raw_affiliation_strings":["Microsoft, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024008557","display_name":"Jeff Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jeff Zheng","raw_affiliation_strings":["Microsoft, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065620542","display_name":"Xiaolei Liu","orcid":"https://orcid.org/0000-0002-2628-4107"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Liu","raw_affiliation_strings":["Microsoft, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101934394","display_name":"Ruiping Li","orcid":"https://orcid.org/0000-0001-5083-495X"},"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":"Ruiping Li","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0634,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.78401213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"14","issue":"12","first_page":"2855","last_page":"2858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9984999895095825,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9984999895095825,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8178715705871582},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.6943807601928711},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.590143620967865},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47479504346847534},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.46867141127586365},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.4647364616394043},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.4519377648830414},{"id":"https://openalex.org/keywords/query-by-example","display_name":"Query by Example","score":0.42530357837677},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41886892914772034},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.34139591455459595},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.25414907932281494},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20895740389823914},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.1820501685142517},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.17588269710540771},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.10620561242103577},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0703367292881012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8178715705871582},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6943807601928711},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.590143620967865},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47479504346847534},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.46867141127586365},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.4647364616394043},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.4519377648830414},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.42530357837677},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41886892914772034},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.34139591455459595},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25414907932281494},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20895740389823914},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.1820501685142517},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.17588269710540771},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.10620561242103577},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0703367292881012},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3476311.3476362","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3476311.3476362","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2100773341","https://openalex.org/W2119400430","https://openalex.org/W2521550930","https://openalex.org/W2528415359","https://openalex.org/W2788151607","https://openalex.org/W2985275869","https://openalex.org/W3033164579","https://openalex.org/W3085960807","https://openalex.org/W3174802341","https://openalex.org/W3184972945","https://openalex.org/W3198638494"],"related_works":["https://openalex.org/W2955368753","https://openalex.org/W2391725132","https://openalex.org/W2384284661","https://openalex.org/W319014924","https://openalex.org/W2588167896","https://openalex.org/W1987288934","https://openalex.org/W2389888740","https://openalex.org/W2362460270","https://openalex.org/W2188347403","https://openalex.org/W2385089576"],"abstract_inverted_index":{"Right-sizing":[0],"resources":[1],"for":[2,7,57],"query":[3,21,39],"execution":[4,22],"is":[5,14,23],"important":[6],"cost-efficient":[8],"performance,":[9],"but":[10],"estimating":[11],"how":[12],"performance":[13],"affected":[15],"by":[16],"resource":[17],"allocations,":[18],"upfront,":[19],"before":[20],"difficult.":[24],"We":[25],"demonstrate":[26],"AutoExecutor":[27],",":[28],"a":[29,43],"predictive":[30],"system":[31],"that":[32,51],"uses":[33],"machine":[34],"learning":[35],"models":[36],"to":[37],"predict":[38],"run":[40],"times":[41],"as":[42],"function":[44],"of":[45,48],"the":[46,53],"number":[47],"allocated":[49],"executors,":[50],"limits":[52],"maximum":[54],"allowed":[55],"parallelism,":[56],"Spark":[58],"SQL":[59],"queries":[60],"running":[61],"on":[62],"Azure":[63],"Synapse.":[64]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-09-13T00:00:00"}