{"id":"https://openalex.org/W2492045190","doi":"https://doi.org/10.1145/2851613.2851621","title":"Elastic provisioning for cloud databases with uncertainty management","display_name":"Elastic provisioning for cloud databases with uncertainty management","publication_year":2016,"publication_date":"2016-04-04","ids":{"openalex":"https://openalex.org/W2492045190","doi":"https://doi.org/10.1145/2851613.2851621","mag":"2492045190"},"language":"en","primary_location":{"id":"doi:10.1145/2851613.2851621","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851613.2851621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st Annual ACM Symposium on Applied Computing","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/A5007150531","display_name":"Victor A. E. Farias","orcid":"https://orcid.org/0000-0001-6244-625X"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor A. E. Farias","raw_affiliation_strings":["Federal University of Ceara, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ceara, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039030879","display_name":"Fl\u00e1vio R. C. Sousa","orcid":"https://orcid.org/0000-0001-8165-2390"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio R. C. Sousa","raw_affiliation_strings":["Federal University of Ceara, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ceara, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021788425","display_name":"Jos\u00e9 Gilvan Rodrigues Maia","orcid":"https://orcid.org/0000-0002-2607-2729"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 G. R. Maia","raw_affiliation_strings":["Federal University of Ceara, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ceara, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060534675","display_name":"Jo\u00e3o P. P. Gomes","orcid":"https://orcid.org/0000-0003-1686-595X"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o P. P. Gomes","raw_affiliation_strings":["Federal University of Ceara, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ceara, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064422885","display_name":"Javam C. Machado","orcid":"https://orcid.org/0000-0002-8430-9421"},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Javam C. Machado","raw_affiliation_strings":["Federal University of Ceara, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ceara, Brazil","institution_ids":["https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0711,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9001733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T11478","display_name":"Caching and Content Delivery","score":0.9988999962806702,"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/T10273","display_name":"IoT and Edge/Fog Computing","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"}}],"keywords":[{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.9056714773178101},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8224025964736938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7561801671981812},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.703345537185669},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.6078741550445557},{"id":"https://openalex.org/keywords/service-level-agreement","display_name":"Service-level agreement","score":0.604597270488739},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5825017094612122},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5441802740097046},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5430329442024231},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5315389633178711},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24682167172431946},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15270563960075378}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.9056714773178101},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8224025964736938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561801671981812},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.703345537185669},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.6078741550445557},{"id":"https://openalex.org/C2778160497","wikidata":"https://www.wikidata.org/wiki/Q869830","display_name":"Service-level agreement","level":3,"score":0.604597270488739},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5825017094612122},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5441802740097046},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5430329442024231},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5315389633178711},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24682167172431946},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15270563960075378},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2851613.2851621","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851613.2851621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1973812059","https://openalex.org/W1982014661","https://openalex.org/W2005734047","https://openalex.org/W2027583975","https://openalex.org/W2031780258","https://openalex.org/W2088402616","https://openalex.org/W2091765165","https://openalex.org/W2122225167","https://openalex.org/W2131721563","https://openalex.org/W2151449617","https://openalex.org/W2240667924","https://openalex.org/W2398137233","https://openalex.org/W6712777196"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2049791239","https://openalex.org/W2135383661","https://openalex.org/W2069352572","https://openalex.org/W2114349882","https://openalex.org/W2035428304","https://openalex.org/W2005627235","https://openalex.org/W2790415032","https://openalex.org/W2005887451"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"is":[2,15,119,140],"a":[3,79,86,94,103,122],"compelling,":[4],"emerging":[5],"paradigm":[6],"that":[7],"supports":[8],"on-demand":[9],"services":[10,45],"with":[11,146],"pay-as-you-go":[12],"model.":[13],"It":[14],"fundamental":[16],"for":[17,39,74,89,97],"cloud":[18,44,75],"providers":[19],"to":[20,25,34,60,101],"allocate":[21],"resource":[22,111],"quantities":[23,112],"suitable":[24],"ensure":[26],"performance":[27],"while":[28,159],"reducing":[29],"the":[30,51,58,62,107,114,127,136,147,161],"operational":[31],"costs":[32],"related":[33],"both":[35],"overprovisioning":[36],"and":[37,83,113,135],"penalties":[38],"SLA":[40,132,164],"violations.":[41,165],"Performance":[42],"of":[43,50,64,163],"may":[46],"be":[47],"unstable":[48],"because":[49],"environment.":[52],"Most":[53],"automatic":[54],"provisioning":[55,152],"techniques":[56],"lack":[57],"capacity":[59],"handle":[61],"uncertainty":[63,72],"service":[65],"performance.":[66,116],"In":[67],"this":[68],"work,":[69],"we":[70],"investigate":[71],"management":[73],"database":[76],"elasticity":[77,158],"from":[78],"probabilistic,":[80],"performance-driven":[81],"standpoint,":[82],"propose":[84],"ProDBC,":[85],"novel":[87],"approach":[88],"elastic":[90],"provisioning.":[91],"ProDBC":[92,156],"uses":[93],"separate":[95],"network":[96],"profiling":[98],"in":[99,125],"order":[100],"build":[102],"probabilistic":[104],"model":[105,118],"describing":[106],"relationship":[108],"between":[109,129],"workload,":[110],"subsequent":[115],"This":[117],"embedded":[120],"into":[121],"cost":[123],"function":[124],"which":[126],"trade-off":[128],"infrastructure":[130],"cost,":[131],"violation":[133],"rate":[134],"confidence":[137],"level":[138],"(uncertainty)":[139],"controlled":[141],"intuitively.":[142],"Experimental":[143],"results":[144],"obtained":[145],"OLTP":[148],"Database":[149],"Benchmark":[150],"showed":[151],"actions":[153],"taken":[154],"by":[155],"provides":[157],"limiting":[160],"number":[162]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}