{"id":"https://openalex.org/W2732547613","doi":"https://doi.org/10.1145/3097983.3098043","title":"Google Vizier","display_name":"Google Vizier","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2732547613","doi":"https://doi.org/10.1145/3097983.3098043","mag":"2732547613"},"language":"en","primary_location":{"id":"doi:10.1145/3097983.3098043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3097983.3098043","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3098043&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3098043&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062606021","display_name":"Daniel Golovin","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel Golovin","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002529918","display_name":"Benjamin Solnik","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Solnik","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029245824","display_name":"Subhodeep Moitra","orcid":"https://orcid.org/0000-0002-8795-6712"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subhodeep Moitra","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109484591","display_name":"Greg Kochanski","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Kochanski","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027197880","display_name":"John Karro","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Karro","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055928795","display_name":"D. Sculley","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Sculley","raw_affiliation_strings":["Google Research, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google Research, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062606021"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":58.0699,"has_fulltext":true,"cited_by_count":577,"citation_normalized_percentile":{"value":0.99879001,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1487","last_page":"1495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9990000128746033,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.7831383943557739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7505980730056763},{"id":"https://openalex.org/keywords/de-facto","display_name":"De facto","score":0.5547536015510559},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5399503707885742},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.453823447227478},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3652689456939697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33041128516197205},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2563059329986572}],"concepts":[{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.7831383943557739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7505980730056763},{"id":"https://openalex.org/C2992317946","wikidata":"https://www.wikidata.org/wiki/Q712144","display_name":"De facto","level":2,"score":0.5547536015510559},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5399503707885742},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.453823447227478},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3652689456939697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33041128516197205},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2563059329986572},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3097983.3098043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3097983.3098043","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3098043&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3097983.3098043","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3097983.3098043","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3098043&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2732547613.pdf","grobid_xml":"https://content.openalex.org/works/W2732547613.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W76331760","https://openalex.org/W122178443","https://openalex.org/W181733065","https://openalex.org/W202805564","https://openalex.org/W1491420040","https://openalex.org/W1499983649","https://openalex.org/W1569788011","https://openalex.org/W1591801644","https://openalex.org/W1701825639","https://openalex.org/W1798702550","https://openalex.org/W2106411961","https://openalex.org/W2112036188","https://openalex.org/W2131241448","https://openalex.org/W2135415614","https://openalex.org/W2160960847","https://openalex.org/W2170341113","https://openalex.org/W2171074980","https://openalex.org/W2192203593","https://openalex.org/W2194775991","https://openalex.org/W2221590122","https://openalex.org/W2266822037","https://openalex.org/W2490159962","https://openalex.org/W2556372419","https://openalex.org/W2556522401","https://openalex.org/W2557270725","https://openalex.org/W2616619952","https://openalex.org/W2951665052","https://openalex.org/W2964135722","https://openalex.org/W4232896127","https://openalex.org/W6603190504"],"related_works":["https://openalex.org/W2807906686","https://openalex.org/W2794909825","https://openalex.org/W4247715995","https://openalex.org/W2594962586","https://openalex.org/W2518047880","https://openalex.org/W3175075103","https://openalex.org/W2371349926","https://openalex.org/W2052813026","https://openalex.org/W4244478748","https://openalex.org/W2365515864"],"abstract_inverted_index":{"Any":[0],"sufficiently":[1],"complex":[2],"system":[3],"acts":[4],"as":[5,26,96],"a":[6,39],"black":[7],"box":[8],"when":[9],"it":[10],"becomes":[11],"easier":[12],"to":[13,17,61,77],"experiment":[14],"with":[15],"than":[16],"understand.":[18],"Hence,":[19],"black-box":[20,44],"optimization":[21,45],"has":[22,47],"become":[23,29,48],"increasingly":[24],"important":[25],"systems":[27],"have":[28],"more":[30],"complex.":[31],"In":[32],"this":[33],"paper":[34],"we":[35],"describe":[36],"Google":[37,57],"Vizier,":[38],"Google-internal":[40],"service":[41,105],"for":[42],"performing":[43],"that":[46,103],"the":[49,104],"de":[50],"facto":[51],"parameter":[52],"tuning":[53],"engine":[54],"at":[55],"Google.":[56],"Vizier":[58],"is":[59],"used":[60],"optimize":[62],"many":[63],"of":[64],"our":[65,86],"machine":[66],"learning":[67,98],"models":[68],"and":[69,72,92,99],"other":[70],"systems,":[71],"also":[73],"provides":[74],"core":[75],"capabilities":[76],"Google's":[78],"Cloud":[79],"Machine":[80],"Learning":[81],"HyperTune":[82],"subsystem.":[83],"We":[84],"discuss":[85],"requirements,":[87],"infrastructure":[88],"design,":[89],"underlying":[90],"algorithms,":[91],"advanced":[93],"features":[94],"such":[95],"transfer":[97],"automated":[100],"early":[101],"stopping":[102],"provides.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":43},{"year":2023,"cited_by_count":35},{"year":2022,"cited_by_count":66},{"year":2021,"cited_by_count":109},{"year":2020,"cited_by_count":100},{"year":2019,"cited_by_count":96},{"year":2018,"cited_by_count":70},{"year":2017,"cited_by_count":13}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2017-07-14T00:00:00"}
