{"id":"https://openalex.org/W2099655235","doi":"https://doi.org/10.1145/2463676.2465283","title":"Simulation of database-valued markov chains using SimSQL","display_name":"Simulation of database-valued markov chains using SimSQL","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2099655235","doi":"https://doi.org/10.1145/2463676.2465283","mag":"2099655235"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465283","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-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/A5102385932","display_name":"Zhuhua Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhuhua Cai","raw_affiliation_strings":["Rice University, Houston, TX, USA","Rice Univ., Houston, TX, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice Univ., Houston, TX, USA#TAB#","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090568937","display_name":"Zografoula Vagena","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zografoula Vagena","raw_affiliation_strings":["LogicBlox, Inc., Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"LogicBlox, Inc., Atlanta, GA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085731856","display_name":"Luis L. Perez","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis Perez","raw_affiliation_strings":["Rice University, Houston, TX, USA","Rice Univ., Houston, TX, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice Univ., Houston, TX, USA#TAB#","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103467344","display_name":"Subramanian Arumugam","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subramanian Arumugam","raw_affiliation_strings":["Rice University, Houston, TX, USA","Rice Univ., Houston, TX, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice Univ., Houston, TX, USA#TAB#","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090729930","display_name":"Peter J. Haas","orcid":"https://orcid.org/0000-0001-5694-3065"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]},{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter J. Haas","raw_affiliation_strings":["IBM Almaden, San Jose, CA, USA","IBM, Almaden / San Jose, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Almaden, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM, Almaden / San Jose, CA, USA#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109437922","display_name":"Christopher Jermaine","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Jermaine","raw_affiliation_strings":["Rice University, Houston, TX, USA","Rice Univ., Houston, TX, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice Univ., Houston, TX, USA#TAB#","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102385932"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":null,"apc_paid":null,"fwci":8.6186,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.98307368,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"637","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9986000061035156,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9973000288009644,"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":0.7530401945114136},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5730273127555847},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5588036179542542},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.522190511226654},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.5187718868255615},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5149646401405334},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5141006112098694},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38765978813171387},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3629855513572693},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3485203981399536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24134182929992676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15708887577056885},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1386171579360962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7530401945114136},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5730273127555847},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5588036179542542},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.522190511226654},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.5187718868255615},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5149646401405334},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5141006112098694},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38765978813171387},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3629855513572693},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3485203981399536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24134182929992676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15708887577056885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1386171579360962},{"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:10.1145/2463676.2465283","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1493893823","https://openalex.org/W1506806321","https://openalex.org/W1575260591","https://openalex.org/W1663973292","https://openalex.org/W1880262756","https://openalex.org/W1896160955","https://openalex.org/W1962705364","https://openalex.org/W1978924650","https://openalex.org/W1985093013","https://openalex.org/W2010890196","https://openalex.org/W2013344760","https://openalex.org/W2013373704","https://openalex.org/W2040407951","https://openalex.org/W2041517243","https://openalex.org/W2081703734","https://openalex.org/W2086128349","https://openalex.org/W2087937280","https://openalex.org/W2096113939","https://openalex.org/W2102458936","https://openalex.org/W2106771621","https://openalex.org/W2109722477","https://openalex.org/W2110086534","https://openalex.org/W2119400430","https://openalex.org/W2125775320","https://openalex.org/W2125816831","https://openalex.org/W2126807017","https://openalex.org/W2127164716","https://openalex.org/W2129565593","https://openalex.org/W2146341620","https://openalex.org/W2151234409","https://openalex.org/W2165211504","https://openalex.org/W2167927436","https://openalex.org/W2171492933","https://openalex.org/W2296349066","https://openalex.org/W2898402936","https://openalex.org/W3142519342","https://openalex.org/W3145128584","https://openalex.org/W4212863985","https://openalex.org/W4285719527","https://openalex.org/W6600944653","https://openalex.org/W6629510986","https://openalex.org/W6676367512","https://openalex.org/W6841455387","https://openalex.org/W7029321148"],"related_works":["https://openalex.org/W2151689585","https://openalex.org/W2380816257","https://openalex.org/W3087071515","https://openalex.org/W4283726152","https://openalex.org/W3093571331","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2413828414","https://openalex.org/W2367222340"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,27,35,61,67,82,101,118,130,134],"SimSQL":[4,33,54,78,144],"system,":[5],"which":[6,42,107],"allows":[7],"for":[8],"SQLbased":[9],"specification,":[10],"simulation,":[11],"and":[12,111,129],"querying":[13],"of":[14,29,47,70,77,103,125],"database-valued":[15,49],"Markov":[16],"chains,":[17],"i.e.,":[18],"chains":[19],"whose":[20],"value":[21],"at":[22],"any":[23],"time":[24],"step":[25],"comprises":[26],"contents":[28],"an":[30],"entire":[31],"database.":[32,73],"extends":[34],"earlier":[36],"Monte":[37,44],"Carlo":[38,45],"database":[39,95],"system":[40],"(MCDB),":[41],"permitted":[43],"simulation":[46,135],"static":[48],"random":[50],"variables.":[51],"Like":[52],"MCDB,":[53],"uses":[55],"user-specified":[56],"\"VG":[57],"functions\"":[58],"to":[59,84,99,120,132,145],"generate":[60],"simulated":[62,72],"data":[63],"values":[64],"that":[65,92],"are":[66],"building":[68],"blocks":[69],"a":[71,126,137],"The":[74],"enhanced":[75],"functionality":[76],"is":[79],"enabled":[80],"by":[81],"ability":[83,119,131],"parametrize":[85,100,109],"VG":[86],"functions":[87],"using":[88],"stochastic":[89,94,105,127],"tables,":[90],"so":[91,112],"one":[93],"can":[96,108],"be":[97],"used":[98],"generation":[102],"another":[104],"database,":[106],"another,":[110],"on.":[113],"Other":[114],"key":[115],"extensions":[116],"include":[117],"explicitly":[121],"define":[122],"recursive":[123],"versions":[124],"table":[128],"execute":[133],"in":[136],"MapReduce":[138],"environment.":[139],"We":[140],"focus":[141],"on":[142],"applying":[143],"Bayesian":[146],"machine":[147],"learning.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}