{"id":"https://openalex.org/W3208345284","doi":"https://doi.org/10.14778/3484224.3484233","title":"PerfGuard","display_name":"PerfGuard","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3208345284","doi":"https://doi.org/10.14778/3484224.3484233","mag":"3208345284"},"language":"en","primary_location":{"id":"doi:10.14778/3484224.3484233","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3484224.3484233","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/A5012139933","display_name":"Remmelt Ammerlaan","orcid":null},"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":"Remmelt Ammerlaan","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/A5013735451","display_name":"Gilbert Antonius","orcid":null},"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":"Gilbert Antonius","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/A5067911614","display_name":"Marc Friedman","orcid":null},"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":"Marc Friedman","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/A5027555291","display_name":"H M Sajjad Hossain","orcid":"https://orcid.org/0000-0001-9847-6493"},"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":"H M Sajjad Hossain","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/A5072476961","display_name":"Peter Orenberg","orcid":null},"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":"Peter Orenberg","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/A5042701714","display_name":"Hiren Patel","orcid":"https://orcid.org/0000-0003-1128-8110"},"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":"Hiren Patel","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/A5067471025","display_name":"Shi Qiao","orcid":"https://orcid.org/0000-0002-3698-2857"},"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":"Shi Qiao","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/A5079889583","display_name":"Vijay Ramani","orcid":null},"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":"Vijay Ramani","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/A5068868453","display_name":"Lucas Rosenblatt","orcid":"https://orcid.org/0000-0001-6952-4361"},"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":"Lucas Rosenblatt","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/A5051489792","display_name":"Irene Shaffer","orcid":null},"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":"Irene Shaffer","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/A5017965430","display_name":"Soundarajan Srinivasan","orcid":null},"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":"Soundarajan Srinivasan","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023179995","display_name":"Markus Weimer","orcid":"https://orcid.org/0009-0003-2620-663X"},"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":"Markus Weimer","raw_affiliation_strings":["Microsoft"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210164937"],"apc_list":null,"apc_paid":null,"fwci":0.4811,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67872047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"14","issue":"13","first_page":"3362","last_page":"3375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9991999864578247,"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":0.9991999864578247,"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/T11719","display_name":"Data Quality and Management","score":0.9979000091552734,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8410600423812866},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.8182849884033203},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7944036722183228},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.6320488452911377},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6018191576004028},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5246239304542542},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5146194696426392},{"id":"https://openalex.org/keywords/query-plan","display_name":"Query plan","score":0.4802258610725403},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.47027379274368286},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.46681806445121765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45970022678375244},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4442099332809448},{"id":"https://openalex.org/keywords/query-optimization","display_name":"Query optimization","score":0.41210103034973145},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.41043365001678467},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.355678528547287},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2934539318084717},{"id":"https://openalex.org/keywords/sargable","display_name":"Sargable","score":0.23488536477088928},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.16563886404037476},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.10650712251663208},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08339384198188782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8410600423812866},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.8182849884033203},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7944036722183228},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.6320488452911377},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6018191576004028},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5246239304542542},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5146194696426392},{"id":"https://openalex.org/C2779729312","wikidata":"https://www.wikidata.org/wiki/Q784232","display_name":"Query plan","level":5,"score":0.4802258610725403},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.47027379274368286},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.46681806445121765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45970022678375244},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4442099332809448},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.41210103034973145},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.41043365001678467},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.355678528547287},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2934539318084717},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.23488536477088928},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.16563886404037476},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.10650712251663208},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08339384198188782},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/3484224.3484233","is_oa":false,"landing_page_url":"https://doi.org/10.14778/3484224.3484233","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":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2081728040","https://openalex.org/W2091765165","https://openalex.org/W2100773341","https://openalex.org/W2116064496","https://openalex.org/W2119400430","https://openalex.org/W2127426251","https://openalex.org/W2151251992","https://openalex.org/W2167978511","https://openalex.org/W2906943923","https://openalex.org/W2911540814","https://openalex.org/W2925177113","https://openalex.org/W2944240329","https://openalex.org/W2945486614","https://openalex.org/W2955798121","https://openalex.org/W2962771342","https://openalex.org/W2963853546","https://openalex.org/W2968986602","https://openalex.org/W2970148517","https://openalex.org/W2971865858","https://openalex.org/W2985275869","https://openalex.org/W2991530444","https://openalex.org/W3013555795","https://openalex.org/W3030149280","https://openalex.org/W3030994385","https://openalex.org/W3032560301","https://openalex.org/W3035622927","https://openalex.org/W3082526573","https://openalex.org/W3085960807","https://openalex.org/W3097225903","https://openalex.org/W3099273181","https://openalex.org/W3102554291","https://openalex.org/W3103523530","https://openalex.org/W3103567827","https://openalex.org/W3111141572","https://openalex.org/W3124277639","https://openalex.org/W3173622057","https://openalex.org/W3176434378","https://openalex.org/W3176550827","https://openalex.org/W3183953540","https://openalex.org/W4289706945"],"related_works":["https://openalex.org/W90148240","https://openalex.org/W2981354846","https://openalex.org/W2567473025","https://openalex.org/W2369940763","https://openalex.org/W2368709504","https://openalex.org/W2114769989","https://openalex.org/W1607506120","https://openalex.org/W2352570978","https://openalex.org/W2374320825","https://openalex.org/W3208345284"],"abstract_inverted_index":{"Modern":[0],"data":[1],"processing":[2],"systems":[3,16],"require":[4],"optimization":[5],"at":[6],"massive":[7],"scale,":[8],"and":[9,39,102,119,142],"using":[10],"machine":[11],"learning":[12,117],"to":[13,26,41,106,154],"optimize":[14],"these":[15,100],"(ML-for-systems)":[17],"has":[18],"shown":[19],"promising":[20,163],"results.":[21],"Unfortunately,":[22],"ML-for-systems":[23],"is":[24],"subject":[25],"over":[27],"generalizations":[28],"that":[29,68,125,135,143],"do":[30],"not":[31],"capture":[32],"the":[33,43,49,78,115,120],"large":[34],"variety":[35],"of":[36,45,76,81],"workload":[37,50],"patterns,":[38],"tend":[40],"augment":[42],"performance":[44,53,62],"certain":[46],"subsets":[47],"in":[48,123],"while":[51],"regressing":[52],"for":[54,72,168],"others.":[55],"In":[56],"this":[57,136],"paper,":[58],"we":[59,88],"introduce":[60],"a":[61,162],"safeguard":[63],"system,":[64],"called":[65],"PerfGuard":[66,98,124,160],",":[67],"designs":[69],"pre-production":[70],"experiments":[71],"deploying":[73],"ML-for-systems.":[74],"Instead":[75],"searching":[77],"entire":[79],"space":[80],"query":[82,91,148],"plans":[83],"(a":[84,94],"well-known,":[85],"intractable":[86],"problem),":[87],"focus":[89],"on":[90,139],"plan":[92,104,149,155],"deltas":[93,105],"significantly":[95],"smaller":[96],"space).":[97],"formalizes":[99],"differences,":[101],"correlates":[103],"important":[107],"feedback":[108],"signals,":[109],"like":[110],"execution":[111],"cost.":[112],"We":[113,133],"describe":[114],"deep":[116],"architecture":[118,137],"end-to-end":[121],"pipeline":[122,145],"could":[126],"be":[127],"used":[128],"with":[129,165],"general":[130],"relational":[131],"databases.":[132],"show":[134],"improves":[138],"baseline":[140],"models,":[141],"our":[144],"identifies":[146],"key":[147],"components":[150],"as":[151,161],"major":[152],"contributors":[153],"disparity.":[156],"Offline":[157],"experimentation":[158],"shows":[159],"approach,":[164],"many":[166],"opportunities":[167],"future":[169],"improvement.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2021-11-08T00:00:00"}
