{"id":"https://openalex.org/W3181216307","doi":"https://doi.org/10.1109/tase.2021.3093699","title":"Probabilistically Certified Management of Data Centers Using Predictive Control","display_name":"Probabilistically Certified Management of Data Centers Using Predictive Control","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3181216307","doi":"https://doi.org/10.1109/tase.2021.3093699","mag":"3181216307"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3093699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3093699","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://idus.us.es/bitstream/11441/157009/1/Datacenter_TASE_final.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030871904","display_name":"A. Daniel Carnerero","orcid":"https://orcid.org/0000-0003-3389-3346"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"A. Daniel Carnerero","raw_affiliation_strings":["Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086332277","display_name":"D.R. Ram\u0131\u0301rez","orcid":"https://orcid.org/0000-0002-8962-5984"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel R. Ramirez","raw_affiliation_strings":["Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014219486","display_name":"Teodoro \u00c1lamo","orcid":"https://orcid.org/0000-0002-0623-8146"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Teodoro Alamo","raw_affiliation_strings":["Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068334157","display_name":"Daniel Lim\u00f3n","orcid":"https://orcid.org/0000-0001-9334-7289"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel Limon","raw_affiliation_strings":["Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier&#x00ED;a de Sistemas y Autom&#x00E1;tica, Escuela T&#x00E9;cnica Superior de Ingenier&#x00ED;a, Universidad de Sevilla, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030871904"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":1.9871,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88973046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"4","first_page":"2849","last_page":"2861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.7135664820671082},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6941291689872742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.673256516456604},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5131979584693909},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5073475241661072},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4767093062400818},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47066935896873474},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4428802728652954},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4418776333332062},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.42417043447494507},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4219602346420288},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34960949420928955},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32252997159957886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2068762183189392},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18591243028640747}],"concepts":[{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7135664820671082},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6941291689872742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.673256516456604},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5131979584693909},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5073475241661072},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4767093062400818},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47066935896873474},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4428802728652954},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4418776333332062},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.42417043447494507},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4219602346420288},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34960949420928955},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32252997159957886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2068762183189392},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18591243028640747},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tase.2021.3093699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3093699","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:idus.us.es:11441/157009","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/157009","pdf_url":"https://idus.us.es/bitstream/11441/157009/1/Datacenter_TASE_final.pdf","source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:zenodo.org:10445625","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TASE.2021.3093699","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Automation Science and Engineering, 19(4), 2849 - 2861, (2022)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:idus.us.es:11441/157009","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/157009","pdf_url":"https://idus.us.es/bitstream/11441/157009/1/Datacenter_TASE_final.pdf","source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G1443749951","display_name":null,"funder_award_id":"PY20_00546","funder_id":"https://openalex.org/F4320321562","funder_display_name":"Consejer\u00eda de Econom\u00eda, Innovaci\u00f3n, Ciencia y Empleo, Junta de Andaluc\u00eda"},{"id":"https://openalex.org/G2135668622","display_name":null,"funder_award_id":"DPI2016-76493","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4126322094","display_name":null,"funder_award_id":"01100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4493008365","display_name":null,"funder_award_id":"PID2019-106212RB-C41","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4816244515","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G661330594","display_name":null,"funder_award_id":"00110","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8260616629","display_name":null,"funder_award_id":"011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8684520763","display_name":null,"funder_award_id":"PID2019","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8946876864","display_name":null,"funder_award_id":"PID2019-106212RB-C41/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320321562","display_name":"Consejer\u00eda de Econom\u00eda, Innovaci\u00f3n, Ciencia y Empleo, Junta de Andaluc\u00eda","ror":"https://ror.org/03kak1729"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3181216307.pdf","grobid_xml":"https://content.openalex.org/works/W3181216307.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W167562640","https://openalex.org/W1494714565","https://openalex.org/W1498636830","https://openalex.org/W1608758704","https://openalex.org/W1664545926","https://openalex.org/W1678662003","https://openalex.org/W1790512804","https://openalex.org/W1936400706","https://openalex.org/W1965522053","https://openalex.org/W1967416785","https://openalex.org/W1981723834","https://openalex.org/W1999971903","https://openalex.org/W2003514920","https://openalex.org/W2007921211","https://openalex.org/W2018000058","https://openalex.org/W2020219589","https://openalex.org/W2042587503","https://openalex.org/W2075863084","https://openalex.org/W2104589727","https://openalex.org/W2105371730","https://openalex.org/W2107726111","https://openalex.org/W2113789941","https://openalex.org/W2119676820","https://openalex.org/W2125107769","https://openalex.org/W2126998183","https://openalex.org/W2128022558","https://openalex.org/W2141198542","https://openalex.org/W2244956688","https://openalex.org/W2248658287","https://openalex.org/W2284351912","https://openalex.org/W2491178525","https://openalex.org/W2771235669","https://openalex.org/W2902633182","https://openalex.org/W2964204657","https://openalex.org/W2968632384","https://openalex.org/W2982605690","https://openalex.org/W4231786831","https://openalex.org/W4292510839","https://openalex.org/W6607690699","https://openalex.org/W6637469392","https://openalex.org/W6676116534","https://openalex.org/W6754447547","https://openalex.org/W6756767112","https://openalex.org/W6770096424"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W4214914670","https://openalex.org/W1969542292","https://openalex.org/W3006216828","https://openalex.org/W2084875360","https://openalex.org/W2904165227","https://openalex.org/W3123077549","https://openalex.org/W70469698","https://openalex.org/W2770088598","https://openalex.org/W2047691106"],"abstract_inverted_index":{"Data":[0],"centers":[1,17],"are":[2,61,129,138,295],"facilities":[3],"with":[4,94],"large":[5,29],"number":[6,14,199,269],"of":[7,15,31,70,84,146,175,183,194,200,214,229,270],"servers":[8,202,251,272],"providing":[9],"cloud":[10],"services.":[11],"The":[12,225,256,320],"increasing":[13,179],"data":[16,58,105,205,333],"in":[18,63,103,140,167,196,203,253],"the":[19,28,44,81,95,104,108,116,133,144,147,153,157,173,180,184,192,198,212,230,245,250,268,282,303,312,332],"last":[20],"years":[21],"has":[22],"generated":[23],"environmental":[24],"concern":[25],"due":[26],"to":[27,50,65,92,131,142,169,188,210,243,318,325],"amount":[30,83],"energy":[32,220,284],"consumed":[33],"by":[34],"them.":[35],"This":[36,87],"also":[37,151,234],"includes":[38],"some":[39,90,123],"auxiliary":[40],"services":[41],"such":[42],"as":[43,112,239],"cooling":[45,231,247],"equipment":[46,232],"which":[47],"is":[48,110,165,208,241,260,286,316],"known":[49],"be":[51,235,278,308],"very":[52],"costly.":[53],"For":[54],"that":[55,101,207,248,281,290,314],"reason,":[56],"efficient":[57],"center":[59,206,334],"strategies":[60,91],"needed":[62],"order":[64,141,168],"provide":[66,170],"an":[67,120],"acceptable":[68],"quality":[69,213],"service":[71,215],"(QoS)":[72,216],"and":[73,98,115,273,292],"suitable":[74],"temperature":[75,99,226,274],"for":[76],"every":[77],"server":[78],"while":[79,218,288,328],"using":[80],"least":[82],"resources":[85],"possible.":[86],"article":[88,190],"presents":[89],"deal":[93],"unified":[96],"workload":[97],"problem":[100,193],"appears":[102],"center.":[106],"As":[107],"system":[109],"modeled":[111],"a":[113,161,204,223],"queue":[114],"control":[117],"variables":[118],"have":[119],"hybrid":[121],"nature,":[122],"highly":[124],"parallelizable":[125],"particle-based":[126],"optimization":[127,134],"algorithms":[128],"proposed":[130,259,304,321],"solve":[132],"problem.":[135,186],"Numerical":[136],"simulations":[137,150],"provided":[139],"illustrate":[143],"effectiveness":[145],"strategy.":[148],"These":[149],"show":[152],"improvements":[154,327],"obtained":[155],"from":[156],"GPU":[158],"computing.":[159],"Finally,":[160],"probabilistic":[162],"evaluation":[163],"approach":[164],"developed":[166],"certificates":[171],"on":[172,262,311,331],"probability":[174],"constraint":[176],"satisfaction":[177],"without":[178],"computational":[181],"burden":[182],"online":[185],"Note":[187],"Practitioners\u2014This":[189],"addresses":[191],"deciding":[195],"real-time":[197],"active":[201,271],"required":[209],"meet":[211],"demands":[217,294],"keeping":[219],"consumption":[221,285],"at":[222],"minimum.":[224],"set":[227,275],"point":[228,276],"must":[233],"taken":[236],"into":[237],"account,":[238],"it":[240,315],"advisable":[242],"use":[244],"minimum":[246],"keeps":[249],"running":[252],"safe":[254],"conditions.":[255,301],"management":[257,305],"strategy":[258,306,322],"based":[261],"predictive":[263],"control.":[264],"In":[265],"this":[266],"way,":[267],"will":[277,323],"chosen":[279],"so":[280],"future":[283],"minimized":[287],"guaranteeing":[289],"QoS":[291,313],"safety":[293],"met":[296],"under":[297],"different":[298],"possible":[299],"operating":[300],"Furthermore,":[302],"can":[307],"tuned":[309],"depending":[310],"desirable":[317],"provide.":[319],"lead":[324],"energy-consumption":[326],"having":[329],"guarantees":[330],"performance.":[335]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2021-07-19T00:00:00"}
