{"id":"https://openalex.org/W2151525432","doi":"https://doi.org/10.1145/2463676.2465240","title":"Data mining algorithms as a service in the cloud exploiting relational database systems","display_name":"Data mining algorithms as a service in the cloud exploiting relational database systems","publication_year":2013,"publication_date":"2013-06-22","ids":{"openalex":"https://openalex.org/W2151525432","doi":"https://doi.org/10.1145/2463676.2465240","mag":"2151525432"},"language":"en","primary_location":{"id":"doi:10.1145/2463676.2465240","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465240","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/A5031610238","display_name":"Carlos Ordo\u0144\u1ebdz","orcid":"https://orcid.org/0009-0005-1135-9726"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Carlos Ordonez","raw_affiliation_strings":["University of Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038679061","display_name":"Javier Garc\u0131\u0301a-Garc\u0131\u0301a","orcid":"https://orcid.org/0000-0001-9539-2606"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Javier Garc\u00eda-Garc\u00eda","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional, Mexico, TX, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional, Mexico, TX, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035134339","display_name":"Carlos Garcia-Alvarado","orcid":"https://orcid.org/0000-0002-9595-3861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos Garcia-Alvarado","raw_affiliation_strings":["Greenplum/EMC, San Mateo, CA, USA"],"affiliations":[{"raw_affiliation_string":"Greenplum/EMC, San Mateo, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005852825","display_name":"Wellington Cabrera","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wellington Cabrera","raw_affiliation_strings":["University of Houston, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024470416","display_name":"Veerabhadran Baladandayuthapani","orcid":"https://orcid.org/0000-0001-9107-3157"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veerabhadran Baladandayuthapani","raw_affiliation_strings":["UT MD Anderson C.C., Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"UT MD Anderson C.C., Houston, TX, USA","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060593571","display_name":"Mohammed S. Quraishi","orcid":null},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammed S. Quraishi","raw_affiliation_strings":["University of Houston, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031610238"],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":null,"apc_paid":null,"fwci":3.2358,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93296105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1001","last_page":"1004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9969000220298767,"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/T11106","display_name":"Data Management and Algorithms","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8099868297576904},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7886224389076233},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.7021949291229248},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5339146256446838},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.5146445035934448},{"id":"https://openalex.org/keywords/relational-database-management-system","display_name":"Relational database management system","score":0.5124121308326721},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.455293208360672},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4509354531764984},{"id":"https://openalex.org/keywords/cloud-database","display_name":"Cloud database","score":0.4129781424999237},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3622094690799713},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33898216485977173},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20882150530815125},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1314094364643097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099868297576904},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7886224389076233},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.7021949291229248},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5339146256446838},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.5146445035934448},{"id":"https://openalex.org/C24394798","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database management system","level":3,"score":0.5124121308326721},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.455293208360672},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4509354531764984},{"id":"https://openalex.org/C2778974508","wikidata":"https://www.wikidata.org/wiki/Q2499178","display_name":"Cloud database","level":3,"score":0.4129781424999237},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3622094690799713},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33898216485977173},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20882150530815125},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1314094364643097},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2463676.2465240","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2463676.2465240","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":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320323641","display_name":"Vedeck\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR a SAV","ror":"https://ror.org/044gwpv05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1966901553","https://openalex.org/W1983306134","https://openalex.org/W2044490410","https://openalex.org/W2114296561","https://openalex.org/W2129212037"],"related_works":["https://openalex.org/W2505630977","https://openalex.org/W2383709723","https://openalex.org/W1567213510","https://openalex.org/W2626533837","https://openalex.org/W2375584934","https://openalex.org/W2761120596","https://openalex.org/W1575529579","https://openalex.org/W2525788546","https://openalex.org/W1988380406","https://openalex.org/W2182467523"],"abstract_inverted_index":{"We":[0,182],"present":[1],"a":[2,17,99,126,216],"novel":[3],"cloud":[4,25,28,95,121,145,220],"system":[5,29,67,89,124,158],"based":[6,63],"on":[7,64],"DBMS":[8,21,75,118,146],"technology,":[9],"where":[10,98],"data":[11,32,84,163,199],"mining":[12,33],"algorithms":[13],"are":[14,40],"offered":[15],"as":[16,35,215],"service.":[18],"A":[19],"local":[20,74,117,162,203],"connects":[22],"to":[23,85,105,135],"the":[24,27,52,73,86,116,120,187,198,202,219],"and":[26,42,49,76,96,119,132,139,153,174,180,209],"returns":[30],"computed":[31],"models":[34],"small":[36,177,206],"relational":[37],"tables":[38,71],"that":[39,184],"archived":[41],"which":[43],"can":[44],"be":[45],"easily":[46],"transferred,":[47],"queried":[48],"integrated":[50],"with":[51,129,166],"client":[53],"database.":[54],"Unlike":[55],"other":[56],"analytic":[57],"systems,":[58],"our":[59],"solution":[60],"is":[61,103,113,192],"not":[62],"MapReduce.":[65],"Our":[66,123,157],"avoids":[68,79],"exporting":[69],"large":[70,81],"outside":[72],"thus":[77],"it":[78],"transmitting":[80,176],"volumes":[82],"of":[83],"cloud.":[87],"The":[88,144],"offers":[90],"three":[91],"processing":[92,107,112],"modes:":[93],"local,":[94],"hybrid,":[97],"linear":[100],"cost":[101],"model":[102,151,154],"used":[104],"choose":[106],"mode.":[108],"In":[109],"hybrid":[110,193],"mode":[111],"split":[114],"between":[115],"DBMS.":[122,221],"has":[125],"job":[127,149],"scheduler":[128],"FIFO,":[130],"SJF":[131],"RR":[133],"policies":[134],"enhance":[136],"response":[137],"time":[138],"get":[140],"partial":[141],"results":[142],"early.":[143],"performs":[147],"dynamic":[148],"scheduling,":[150],"computation":[152],"archive":[155],"management.":[156],"incorporates":[159],"several":[160],"optimizations:":[161],"set":[164,200],"summarization":[165],"sufficient":[167],"statistics,":[168],"sampling,":[169],"caching":[170],"matrices":[171,207],"in":[172,185,201],"RAM":[173],"selectively":[175],"matrices,":[178],"back":[179,208],"forth.":[181],"show":[183],"general":[186],"most":[188],"efficient":[189],"computing":[190],"mechanism":[191],"processing:":[194],"summarizing":[195],"or":[196],"sampling":[197],"DBMS,":[204],"transferring":[205],"forth,":[210],"leaving":[211],"mathematically":[212],"complex":[213],"methods":[214],"task":[217],"for":[218]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
