{"id":"https://openalex.org/W4403918317","doi":"https://doi.org/10.1109/tcc.2024.3487954","title":"Optimizing Renewable Energy Utilization in Cloud Data Centers Through Dynamic Overbooking: An MDP-Based Approach","display_name":"Optimizing Renewable Energy Utilization in Cloud Data Centers Through Dynamic Overbooking: An MDP-Based Approach","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403918317","doi":"https://doi.org/10.1109/tcc.2024.3487954"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2024.3487954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2024.3487954","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","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":null,"display_name":"Tuhin Chakraborty","orcid":"https://orcid.org/0009-0002-1502-6695"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tuhin Chakraborty","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Clayton, VIC, Australia","Faculty of Information Technology, Monash University, VIC, Australia"],"raw_orcid":"https://orcid.org/0009-0002-1502-6695","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042926301","display_name":"Carlo Kopp","orcid":"https://orcid.org/0000-0003-0742-3383"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Carlo Kopp","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Clayton, VIC, Australia","Faculty of Information Technology, Monash University, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0742-3383","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083902835","display_name":"Adel N. Toosi","orcid":"https://orcid.org/0000-0001-5655-5337"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Adel N. Toosi","raw_affiliation_strings":["Faculty of Information Technology, Monash University, Clayton, VIC, Australia","Faculty of Information Technology, Monash University, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5655-5337","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Monash University, Clayton, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Faculty of Information Technology, Monash University, VIC, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":6.0603,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9636852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":"1","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9904000163078308,"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":0.9904000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7664817571640015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6950231790542603},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.587644100189209},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.421217679977417},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.32950127124786377},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17322400212287903},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09508907794952393},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09098690748214722}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7664817571640015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6950231790542603},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.587644100189209},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.421217679977417},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.32950127124786377},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17322400212287903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09508907794952393},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09098690748214722},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2024.3487954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2024.3487954","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"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 Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1977376822","https://openalex.org/W1999832827","https://openalex.org/W2001065285","https://openalex.org/W2020196954","https://openalex.org/W2055964748","https://openalex.org/W2080521149","https://openalex.org/W2091812828","https://openalex.org/W2099197225","https://openalex.org/W2104105007","https://openalex.org/W2106951600","https://openalex.org/W2115033721","https://openalex.org/W2131889098","https://openalex.org/W2155178858","https://openalex.org/W2161092827","https://openalex.org/W2164510519","https://openalex.org/W2264618708","https://openalex.org/W2294321382","https://openalex.org/W2344335967","https://openalex.org/W2401583884","https://openalex.org/W2536809168","https://openalex.org/W2580669961","https://openalex.org/W2585856064","https://openalex.org/W2612913035","https://openalex.org/W2614184078","https://openalex.org/W2616454488","https://openalex.org/W2616747538","https://openalex.org/W2783992985","https://openalex.org/W2804825009","https://openalex.org/W2890673770","https://openalex.org/W2934871681","https://openalex.org/W2982268910","https://openalex.org/W2990106453","https://openalex.org/W3000090293","https://openalex.org/W3035273831","https://openalex.org/W3080870918","https://openalex.org/W3113795972","https://openalex.org/W3213400196","https://openalex.org/W3215934050","https://openalex.org/W4206916391","https://openalex.org/W4214894150","https://openalex.org/W4312612769","https://openalex.org/W4319830933","https://openalex.org/W4322708144","https://openalex.org/W4391305708","https://openalex.org/W4395047770","https://openalex.org/W4400946063","https://openalex.org/W6606063390","https://openalex.org/W6680602711","https://openalex.org/W7030031589"],"related_works":["https://openalex.org/W3048758247","https://openalex.org/W3209969859","https://openalex.org/W3014284641","https://openalex.org/W2994198438","https://openalex.org/W3165229883","https://openalex.org/W2254044994","https://openalex.org/W4386442661","https://openalex.org/W4245476236","https://openalex.org/W3124459955","https://openalex.org/W4316659726"],"abstract_inverted_index":{"The":[0,38],"shift":[1],"towards":[2],"renewable":[3,21,70,147],"energy":[4,22,71,81,97,148],"sources":[5,23],"for":[6,155],"powering":[7],"data":[8,26,44,84,117],"centers":[9,27,45],"is":[10],"increasingly":[11],"important":[12],"in":[13,42,61,125],"the":[14,65,69,107,113,122,133,146],"era":[15],"of":[16,78,116,135],"cloud":[17,25,43],"computing.":[18],"However,":[19],"integrating":[20],"into":[24],"presents":[28],"a":[29,58,89],"challenge":[30],"due":[31],"to":[32,52,67,83,105],"their":[33],"variable":[34],"and":[35,96,153,166],"intermittent":[36],"nature.":[37],"unpredictable":[39],"workload":[40,66,95,114,156],"demands":[41],"further":[46],"complicate":[47],"this":[48,53,62],"problem.":[49],"In":[50],"response":[51],"pressing":[54],"challenge,":[55],"we":[56],"propose":[57,88],"novel":[59],"approach":[60],"paper:":[63],"adapting":[64],"match":[68],"supply.":[72],"Our":[73],"solution":[74],"involves":[75],"dynamic":[76],"overbooking":[77,109],"resources,":[79],"providing":[80],"flexibility":[82,115],"center":[85,118],"operators.":[86],"We":[87,120],"framework":[90],"that":[91],"stochastically":[92],"models":[93],"both":[94],"source":[98],"information,":[99],"leveraging":[100],"Markov":[101],"Decision":[102],"Processes":[103],"(MDP)":[104],"determine":[106],"optimal":[108],"degree":[110],"based":[111],"on":[112],"clients.":[119],"validate":[121],"proposed":[123,137],"algorithm":[124],"realistic":[126],"settings":[127],"through":[128],"extensive":[129],"simulations.":[130],"Results":[131],"demonstrate":[132],"superiority":[134],"our":[136],"method":[138],"over":[139],"existing":[140],"approaches,":[141],"achieving":[142],"better":[143],"matching":[144],"with":[145],"supply":[149],"by":[150],"55.6%,":[151],"34.65%,":[152],"40.7%":[154],"traces":[157],"from":[158],"<italic":[159,163,167],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[160,164,168],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Nectar</i>":[161],"Cloud,":[162],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Google</i>,":[165],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Wikipedia</i>,":[169],"respectively.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}