{"id":"https://openalex.org/W4308536704","doi":"https://doi.org/10.1109/nas55553.2022.9925343","title":"Accelerating the Energy Efficient Design of Traditional Data Centers Through Modeling","display_name":"Accelerating the Energy Efficient Design of Traditional Data Centers Through Modeling","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4308536704","doi":"https://doi.org/10.1109/nas55553.2022.9925343"},"language":"en","primary_location":{"id":"doi:10.1109/nas55553.2022.9925343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nas55553.2022.9925343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Architecture and Storage (NAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010091389","display_name":"Tathagata Bhattacharya","orcid":"https://orcid.org/0000-0003-3925-7009"},"institutions":[{"id":"https://openalex.org/I902671590","display_name":"Auburn University at Montgomery","ror":"https://ror.org/05eynd241","country_code":"US","type":"education","lineage":["https://openalex.org/I902671590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tathagata Bhattacharya","raw_affiliation_strings":["Auburn University at Montgomery,Department of Computer Science,Montgomery,USA","Department of Computer Science, Auburn University at Montgomery, Montgomery, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Auburn University at Montgomery,Department of Computer Science,Montgomery,USA","institution_ids":["https://openalex.org/I902671590"]},{"raw_affiliation_string":"Department of Computer Science, Auburn University at Montgomery, Montgomery, USA","institution_ids":["https://openalex.org/I902671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050184004","display_name":"Xiaopu Peng","orcid":"https://orcid.org/0000-0003-4995-7746"},"institutions":[{"id":"https://openalex.org/I196679149","display_name":"Lander University","ror":"https://ror.org/05eq86m59","country_code":"US","type":"education","lineage":["https://openalex.org/I196679149"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaopu Peng","raw_affiliation_strings":["Lander University,Department of Mathematics and Computing,Greenwood,SC,USA","Department of Mathematics and Computing, Lander University, Greenwood, SC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lander University,Department of Mathematics and Computing,Greenwood,SC,USA","institution_ids":["https://openalex.org/I196679149"]},{"raw_affiliation_string":"Department of Mathematics and Computing, Lander University, Greenwood, SC, USA","institution_ids":["https://openalex.org/I196679149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000948268","display_name":"Taha Takreeti","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taha Takreeti","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University,Auburn,USA","Computer Science and Software Engineering, Auburn University, Auburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University,Auburn,USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065270930","display_name":"Jianzhou Mao","orcid":"https://orcid.org/0000-0001-7915-9695"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianzhou Mao","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University,Auburn,USA","Computer Science and Software Engineering, Auburn University, Auburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University,Auburn,USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101945161","display_name":"Ting Cao","orcid":"https://orcid.org/0000-0002-7675-0882"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting Cao","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University,Auburn,USA","Computer Science and Software Engineering, Auburn University, Auburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University,Auburn,USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042766429","display_name":"Xiao Qin","orcid":"https://orcid.org/0000-0002-8345-3587"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Qin","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University,Auburn,USA","Computer Science and Software Engineering, Auburn University, Auburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University,Auburn,USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050619195","display_name":"Mostafa Rahgouy","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mostafa Rahgouy","raw_affiliation_strings":["Computer Science and Software Engineering, Auburn University,Auburn,USA","Computer Science and Software Engineering, Auburn University, Auburn, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University,Auburn,USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Computer Science and Software Engineering, Auburn University, Auburn, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T12238","display_name":"Green IT and Sustainability","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9706000089645386,"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/greenhouse-gas","display_name":"Greenhouse gas","score":0.6942026615142822},{"id":"https://openalex.org/keywords/carbon-footprint","display_name":"Carbon footprint","score":0.6512487530708313},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6208200454711914},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5832349061965942},{"id":"https://openalex.org/keywords/energy-accounting","display_name":"Energy accounting","score":0.5591685175895691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49590691924095154},{"id":"https://openalex.org/keywords/energy-modeling","display_name":"Energy modeling","score":0.48758620023727417},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4823895990848541},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4678690433502197},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.46034741401672363},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4594174027442932},{"id":"https://openalex.org/keywords/atmosphere","display_name":"Atmosphere (unit)","score":0.4352670907974243},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.18666815757751465},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17687231302261353},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1251242458820343}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.6942026615142822},{"id":"https://openalex.org/C2780936489","wikidata":"https://www.wikidata.org/wiki/Q310667","display_name":"Carbon footprint","level":3,"score":0.6512487530708313},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6208200454711914},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5832349061965942},{"id":"https://openalex.org/C132853815","wikidata":"https://www.wikidata.org/wiki/Q1341254","display_name":"Energy accounting","level":3,"score":0.5591685175895691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49590691924095154},{"id":"https://openalex.org/C2780331096","wikidata":"https://www.wikidata.org/wiki/Q24965464","display_name":"Energy modeling","level":3,"score":0.48758620023727417},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4823895990848541},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4678690433502197},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.46034741401672363},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4594174027442932},{"id":"https://openalex.org/C65440619","wikidata":"https://www.wikidata.org/wiki/Q177974","display_name":"Atmosphere (unit)","level":2,"score":0.4352670907974243},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.18666815757751465},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17687231302261353},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1251242458820343},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/nas55553.2022.9925343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nas55553.2022.9925343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Networking, Architecture and Storage (NAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W258918580","https://openalex.org/W1562046754","https://openalex.org/W1854098741","https://openalex.org/W1869391892","https://openalex.org/W1989639150","https://openalex.org/W2001641920","https://openalex.org/W2013925048","https://openalex.org/W2024277001","https://openalex.org/W2031242806","https://openalex.org/W2031679758","https://openalex.org/W2033770008","https://openalex.org/W2069611118","https://openalex.org/W2071472343","https://openalex.org/W2088949692","https://openalex.org/W2091543319","https://openalex.org/W2111840729","https://openalex.org/W2128335469","https://openalex.org/W2139872633","https://openalex.org/W2140054687","https://openalex.org/W2144180575","https://openalex.org/W2150940779","https://openalex.org/W2166716750","https://openalex.org/W2284351912","https://openalex.org/W2336037696","https://openalex.org/W2344774798","https://openalex.org/W2887578099","https://openalex.org/W3123024598","https://openalex.org/W4242919390","https://openalex.org/W6609761485","https://openalex.org/W6633408085","https://openalex.org/W6639165917","https://openalex.org/W6753960816"],"related_works":["https://openalex.org/W2074899824","https://openalex.org/W2805603307","https://openalex.org/W4249691195","https://openalex.org/W2000616489","https://openalex.org/W2906690235","https://openalex.org/W2111202268","https://openalex.org/W2610737896","https://openalex.org/W4321373963","https://openalex.org/W4230305971","https://openalex.org/W1199271556"],"abstract_inverted_index":{"Power":[0],"Management":[1],"Strategies":[2],"and":[3,45,47,93,197],"the":[4,11,15,56,64,68,79,106,120,126,144,200],"impact":[5],"of":[6,25,39,50,67,82,122,178,202],"carbon":[7,91],"dioxide":[8],"emission":[9,49,124],"from":[10],"data":[12,29,83,140,158,182,190,204],"centers":[13,30,141,159],"across":[14],"globe":[16],"have":[17],"drawn":[18],"significant":[19],"attention":[20],"worldwide.":[21],"The":[22,184],"rapid":[23],"growth":[24],"energy":[26,80,94,102,108,132,137,155,179,195],"consumed":[27,156],"in":[28,55,125,157,176,181],"has":[31],"lead":[32],"to":[33,63,88,188,193],"1)":[34],"huge":[35],"costs":[36],"2)":[37],"depletion":[38],"non-renewable":[40],"resources":[41,81],"such":[42],"as":[43],"coal":[44],"petroleum,":[46],"3)":[48],"greenhouse":[51,59],"gases":[52],"like":[53],"CO2":[54,123],"atmosphere.":[57],"These":[58],"gas":[60],"significantly":[61],"contributes":[62],"climate":[65],"change":[66],"earth.":[69],"To":[70],"tackle":[71],"this":[72,111],"challenge,":[73],"our":[74,97,169],"research":[75],"deals":[76],"with":[77],"modeling":[78],"centers,":[84],"thereby":[85],"offering":[86],"insights":[87],"reduce":[89],"global":[90],"footprint":[92],"cost.":[95],"In":[96,110],"model,":[98],"we":[99,113],"prioritize":[100],"green":[101,162],"consumption":[103],"by":[104,130,142,161],"eliminating":[105],"brown":[107],"resources.":[109,133],"process,":[112],"devise":[114],"an":[115,136],"algorithm":[116],"that":[117,168],"can":[118],"determine":[119],"amount":[121],"atmosphere":[127],"per":[128],"hour":[129],"different":[131],"We":[134],"create":[135],"model":[138,150,170,185],"for":[139,199],"incorporating":[143],"support":[145],"vector":[146],"regression":[147],"algorithm.":[148],"Our":[149,164],"is":[151,186],"adroit":[152],"at":[153],"projecting":[154],"powered":[160],"energy.":[163],"experimental":[165],"results":[166],"confirm":[167],"consistently":[171],"delivers":[172],"high":[173],"prediction":[174],"accuracy":[175],"terms":[177],"usage":[180],"centers.":[183,205],"expected":[187],"facilitate":[189],"analytic":[191],"venues":[192],"optimize":[194],"efficiency":[196],"sustainability":[198],"development":[201],"future":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
