{"id":"https://openalex.org/W3034202324","doi":"https://doi.org/10.1145/3401335.3401648","title":"A robust modeling framework for energy analysis of data centers","display_name":"A robust modeling framework for energy analysis of data centers","publication_year":2020,"publication_date":"2020-06-21","ids":{"openalex":"https://openalex.org/W3034202324","doi":"https://doi.org/10.1145/3401335.3401648","mag":"3034202324"},"language":"en","primary_location":{"id":"doi:10.1145/3401335.3401648","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3401335.3401648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on ICT for Sustainability","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.06819","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050087945","display_name":"Nuoa Lei","orcid":"https://orcid.org/0000-0002-8250-2519"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]},{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nuoa Lei","raw_affiliation_strings":["Department of Mechanical Engineering, Northwestern University, Evanston IL USA and Sustainability Science for Emerging Technologies at University of California, Santa Barbara"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Northwestern University, Evanston IL USA and Sustainability Science for Emerging Technologies at University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441","https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050087945"],"corresponding_institution_ids":["https://openalex.org/I111979921","https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":0.1037,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.41455245,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9951000213623047,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.991100013256073,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.8605328798294067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.57791668176651},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5710773468017578},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5588177442550659},{"id":"https://openalex.org/keywords/energy-modeling","display_name":"Energy modeling","score":0.5486742258071899},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.48122596740722656},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4620039165019989},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4477359354496002},{"id":"https://openalex.org/keywords/energy-current","display_name":"Energy current","score":0.4286133646965027},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.42011183500289917},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.32569581270217896},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3210218548774719},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19561553001403809},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15627464652061462},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1459214687347412},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11531245708465576},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.08724021911621094}],"concepts":[{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.8605328798294067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.57791668176651},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5710773468017578},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5588177442550659},{"id":"https://openalex.org/C2780331096","wikidata":"https://www.wikidata.org/wiki/Q24965464","display_name":"Energy modeling","level":3,"score":0.5486742258071899},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.48122596740722656},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4620039165019989},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4477359354496002},{"id":"https://openalex.org/C110253651","wikidata":"https://www.wikidata.org/wiki/Q5377034","display_name":"Energy current","level":3,"score":0.4286133646965027},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.42011183500289917},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.32569581270217896},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3210218548774719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19561553001403809},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15627464652061462},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1459214687347412},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11531245708465576},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.08724021911621094}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3401335.3401648","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3401335.3401648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on ICT for Sustainability","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2006.06819","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.06819","pdf_url":"https://arxiv.org/pdf/2006.06819","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2006.06819","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.06819","pdf_url":"https://arxiv.org/pdf/2006.06819","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W125848167","https://openalex.org/W1973333099","https://openalex.org/W1992667469","https://openalex.org/W2005818595","https://openalex.org/W2031403165","https://openalex.org/W2075863084","https://openalex.org/W2149212714","https://openalex.org/W2180455797","https://openalex.org/W2782301536","https://openalex.org/W2804540564","https://openalex.org/W3007855629","https://openalex.org/W3017126629","https://openalex.org/W4214894150"],"related_works":["https://openalex.org/W2020533706","https://openalex.org/W2179270410","https://openalex.org/W4214747436","https://openalex.org/W3209312816","https://openalex.org/W3088379375","https://openalex.org/W4225875616","https://openalex.org/W2237263160","https://openalex.org/W2284351912","https://openalex.org/W3034202324","https://openalex.org/W2741454665"],"abstract_inverted_index":{"Global":[0],"digitalization":[1,32],"has":[2],"given":[3],"birth":[4],"to":[5,30,98,110,119,163,177,213],"the":[6,37,44,120,123,165,214],"explosion":[7],"of":[8,15,19,26,39,46,71,122,129,189,201],"digital":[9],"services":[10,45],"in":[11,144,155,168,211],"approximately":[12],"every":[13],"sector":[14],"contemporary":[16],"life.":[17],"Applications":[18],"artificial":[20],"intelligence,":[21],"blockchain":[22],"technologies,":[23],"and":[24,50,64,77,86,101,136,140,181,194,197,207],"internet":[25],"things":[27],"are":[28,60],"promising":[29],"accelerate":[31],"further.":[33],"As":[34],"a":[35,151,158,198],"consequence,":[36],"number":[38],"data":[40,47,58,72,107,112,130,137,170,182,190,203],"centers,":[41],"which":[42],"provide":[43,99,178],"processing,":[48],"storage,":[49],"communication":[51],"services,":[52],"is":[53,81,161],"also":[54],"increasing":[55],"rapidly.":[56],"Because":[57],"centers":[59,73,108],"energy-intensive":[61],"with":[62,74,157,186],"significant":[63],"growing":[65],"electricity":[66],"demand,":[67],"an":[68],"energy":[69,104,127,146,172,184,192,205,208,219],"model":[70],"temporal,":[75],"spatial,":[76],"predictive":[78],"analysis":[79,105,128],"capability":[80],"critical":[82],"for":[83,89,106,126,217],"guiding":[84],"industry":[85],"governmental":[87],"authorities":[88],"making":[90],"technology":[91],"investment":[92],"decisions.":[93],"However,":[94],"current":[95,145,169],"models":[96],"fail":[97],"consistent":[100],"high":[102],"dimensional":[103],"due":[109],"severe":[111],"gaps.":[113],"This":[114],"can":[115],"be":[116],"further":[117],"attributed":[118],"lack":[121],"modeling":[124,153],"capabilities":[125],"center":[131,138,171,183,191,204],"components":[132],"including":[133],"IT":[134],"equipment":[135],"cooling":[139],"power":[141],"provisioning":[142],"infrastructure":[143],"models.":[147,173],"In":[148],"this":[149],"research,":[150],"technology-based":[152],"framework,":[154],"hybrid":[156],"data-driven":[159],"approach,":[160],"proposed":[162],"address":[164],"knowledge":[166],"gaps":[167],"The":[174],"research":[175],"aims":[176],"policy":[179],"makers":[180],"analysts":[185],"comprehensive":[187],"understanding":[188,200],"use":[193],"efficiency":[195,220],"opportunities":[196],"better":[199],"macro-level":[202],"demand":[206],"saving":[209],"potentials,":[210],"addition":[212],"technological":[215],"barriers":[216],"adopting":[218],"measures.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
