{"id":"https://openalex.org/W1788418780","doi":"https://doi.org/10.14778/2732977.2733001","title":"DimmWitted","display_name":"DimmWitted","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1788418780","doi":"https://doi.org/10.14778/2732977.2733001","mag":"1788418780"},"language":"en","primary_location":{"id":"doi:10.14778/2732977.2733001","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2732977.2733001","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/A5100383731","display_name":"Ce Zhang","orcid":"https://orcid.org/0000-0002-8105-7505"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ce Zhang","raw_affiliation_strings":["Stanford University and University of Wisconsin-Madison"],"affiliations":[{"raw_affiliation_string":"Stanford University and University of Wisconsin-Madison","institution_ids":["https://openalex.org/I135310074","https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103852640","display_name":"Christopher R\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher R\u00e9","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100383731"],"corresponding_institution_ids":["https://openalex.org/I135310074","https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":17.6865,"has_fulltext":false,"cited_by_count":124,"citation_normalized_percentile":{"value":0.99534804,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"7","issue":"12","first_page":"1283","last_page":"1294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.830909013748169},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6651384830474854},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6071455478668213},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5921148657798767},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.5574597120285034},{"id":"https://openalex.org/keywords/column","display_name":"Column (typography)","score":0.4335232973098755},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4316801130771637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3731514513492584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35267627239227295},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14225655794143677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830909013748169},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6651384830474854},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6071455478668213},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5921148657798767},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.5574597120285034},{"id":"https://openalex.org/C2780551164","wikidata":"https://www.wikidata.org/wiki/Q2306599","display_name":"Column (typography)","level":3,"score":0.4335232973098755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4316801130771637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3731514513492584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35267627239227295},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14225655794143677},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14778/2732977.2733001","is_oa":false,"landing_page_url":"https://doi.org/10.14778/2732977.2733001","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":66,"referenced_works":["https://openalex.org/W130710483","https://openalex.org/W1483679765","https://openalex.org/W1571024744","https://openalex.org/W1788180225","https://openalex.org/W1896160955","https://openalex.org/W1967601791","https://openalex.org/W1985510377","https://openalex.org/W1990832096","https://openalex.org/W1992065791","https://openalex.org/W2003471189","https://openalex.org/W2003515726","https://openalex.org/W2008475755","https://openalex.org/W2015977145","https://openalex.org/W2025122101","https://openalex.org/W2032395696","https://openalex.org/W2034102265","https://openalex.org/W2036551003","https://openalex.org/W2041517243","https://openalex.org/W2044849727","https://openalex.org/W2065179797","https://openalex.org/W2070593325","https://openalex.org/W2070922326","https://openalex.org/W2078945459","https://openalex.org/W2095836023","https://openalex.org/W2096544401","https://openalex.org/W2100007248","https://openalex.org/W2102458936","https://openalex.org/W2103133389","https://openalex.org/W2103216163","https://openalex.org/W2109722477","https://openalex.org/W2110226069","https://openalex.org/W2112796928","https://openalex.org/W2119548576","https://openalex.org/W2120480077","https://openalex.org/W2124007994","https://openalex.org/W2125529470","https://openalex.org/W2128853364","https://openalex.org/W2130306834","https://openalex.org/W2130642985","https://openalex.org/W2131975293","https://openalex.org/W2135900350","https://openalex.org/W2138243089","https://openalex.org/W2141710443","https://openalex.org/W2142356482","https://openalex.org/W2154834860","https://openalex.org/W2157462866","https://openalex.org/W2164106630","https://openalex.org/W2168231600","https://openalex.org/W2171322121","https://openalex.org/W2172220707","https://openalex.org/W2188889839","https://openalex.org/W2240938131","https://openalex.org/W2244841219","https://openalex.org/W2253807446","https://openalex.org/W2406955896","https://openalex.org/W2951781666","https://openalex.org/W2962727278","https://openalex.org/W2962740062","https://openalex.org/W4248722156","https://openalex.org/W4299094297","https://openalex.org/W6628973722","https://openalex.org/W6638233953","https://openalex.org/W6677641010","https://openalex.org/W6680530805","https://openalex.org/W6684859321","https://openalex.org/W6687139329"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2999756192","https://openalex.org/W4226090359","https://openalex.org/W4382701072","https://openalex.org/W2011624601","https://openalex.org/W2975817033"],"abstract_inverted_index":{"We":[0,81,98,132],"perform":[1],"the":[2,6,23,41,60,73],"first":[3],"study":[4,82,103,135],"of":[5,9,26,45,110],"tradeoff":[7,85,102],"space":[8,86],"access":[10],"methods":[11,20],"and":[12,43,66,75,87,95,148],"replication":[13],"to":[14,55],"support":[15],"statistical":[16,79,96],"analytics":[17,34,111],"using":[18,139],"first-order":[19],"executed":[21],"in":[22,40,58,62],"main":[24],"memory":[25,46],"a":[27,78],"Non-Uniform":[28],"Memory":[29],"Access":[30],"(NUMA)":[31],"machine.":[32],"Statistical":[33],"systems":[35],"differ":[36],"from":[37],"conventional":[38],"SQL-analytics":[39],"amount":[42],"types":[44],"incoherence":[47],"that":[48,89,100],"they":[49],"can":[50,121],"tolerate.":[51],"Our":[52],"goal":[53],"is":[54],"understand":[56],"tradeoffs":[57,92],"accessing":[59],"data":[61,76],"row-":[63],"or":[64],"column-order":[65],"at":[67,123,128],"what":[68],"granularity":[69],"one":[70,125],"should":[71],"share":[72],"model":[74],"for":[77,108,113],"task.":[80],"this":[83],"new":[84],"discover":[88],"there":[90],"are":[91],"between":[93],"hardware":[94],"efficiency.":[97],"argue":[99],"our":[101,118,134],"may":[104],"provide":[105],"valuable":[106],"information":[107],"designers":[109],"engines:":[112],"each":[114],"system":[115],"we":[116],"consider,":[117],"prototype":[119],"engine":[120],"run":[122],"least":[124,129],"popular":[126,140],"task":[127],"100\u00d7":[130],"faster.":[131],"conduct":[133],"across":[136],"five":[137],"architectures":[138],"models,":[141],"including":[142],"SVMs,":[143],"logistic":[144],"regression,":[145],"Gibbs":[146],"sampling,":[147],"neural":[149],"networks.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":4}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2016-06-24T00:00:00"}