{"id":"https://openalex.org/W2750165229","doi":"https://doi.org/10.1109/tcc.2017.2744623","title":"Shaving Data Center Power Demand Peaks Through Energy Storage and Workload Shifting Control","display_name":"Shaving Data Center Power Demand Peaks Through Energy Storage and Workload Shifting Control","publication_year":2017,"publication_date":"2017-08-25","ids":{"openalex":"https://openalex.org/W2750165229","doi":"https://doi.org/10.1109/tcc.2017.2744623","mag":"2750165229"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2017.2744623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2017.2744623","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":"https://openalex.org/A5048456765","display_name":"Mehiar Dabbagh","orcid":"https://orcid.org/0000-0002-3253-9321"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehiar Dabbagh","raw_affiliation_strings":["Oregon State University, Corvallis"],"raw_orcid":"https://orcid.org/0000-0002-3253-9321","affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020197513","display_name":"Bechir Hamdaoui","orcid":"https://orcid.org/0000-0002-6085-4505"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bechir Hamdaoui","raw_affiliation_strings":["Oregon State University, Corvallis"],"raw_orcid":"https://orcid.org/0000-0002-6085-4505","affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032035616","display_name":"Ammar Rayes","orcid":"https://orcid.org/0000-0003-4171-1530"},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ammar Rayes","raw_affiliation_strings":["Cisco Systems, San Jose"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cisco Systems, San Jose","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["University of Idaho, Moscow"],"raw_orcid":"https://orcid.org/0000-0002-8972-8094","affiliations":[{"raw_affiliation_string":"University of Idaho, Moscow","institution_ids":["https://openalex.org/I155093810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4482,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.96815048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"1095","last_page":"1108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9976999759674072,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9933000206947327,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8868139982223511},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.7659822702407837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7349821329116821},{"id":"https://openalex.org/keywords/peaking-power-plant","display_name":"Peaking power plant","score":0.6855096220970154},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5126672983169556},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49797511100769043},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4637821912765503},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.42101892828941345},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3713728189468384},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28287163376808167},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.22584468126296997},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18441742658615112},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.18207204341888428},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14988061785697937},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10636356472969055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08389595150947571}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8868139982223511},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7659822702407837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7349821329116821},{"id":"https://openalex.org/C154594046","wikidata":"https://www.wikidata.org/wiki/Q18979989","display_name":"Peaking power plant","level":4,"score":0.6855096220970154},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5126672983169556},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49797511100769043},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4637821912765503},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.42101892828941345},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3713728189468384},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28287163376808167},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.22584468126296997},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18441742658615112},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.18207204341888428},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14988061785697937},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10636356472969055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08389595150947571},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcc.2017.2744623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2017.2744623","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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W154050409","https://openalex.org/W1502077345","https://openalex.org/W1504230329","https://openalex.org/W1604683485","https://openalex.org/W1982273457","https://openalex.org/W2005318779","https://openalex.org/W2007336428","https://openalex.org/W2011154710","https://openalex.org/W2033284296","https://openalex.org/W2052671641","https://openalex.org/W2052832441","https://openalex.org/W2053618194","https://openalex.org/W2060204338","https://openalex.org/W2063589332","https://openalex.org/W2064038243","https://openalex.org/W2069822173","https://openalex.org/W2078938191","https://openalex.org/W2080853328","https://openalex.org/W2109773664","https://openalex.org/W2122999882","https://openalex.org/W2135811075","https://openalex.org/W2149212714","https://openalex.org/W2150220020","https://openalex.org/W2162334945","https://openalex.org/W2162964261","https://openalex.org/W2217488441","https://openalex.org/W2296319761","https://openalex.org/W2320948277","https://openalex.org/W2331039021","https://openalex.org/W2346868680","https://openalex.org/W2524545814","https://openalex.org/W2616747538","https://openalex.org/W3003699477","https://openalex.org/W4232127409","https://openalex.org/W4240354671","https://openalex.org/W4250589301","https://openalex.org/W6606261369","https://openalex.org/W6688848025","https://openalex.org/W6704499365","https://openalex.org/W6727982026"],"related_works":["https://openalex.org/W2012015410","https://openalex.org/W4385544394","https://openalex.org/W2898893456","https://openalex.org/W2792195477","https://openalex.org/W3040620667","https://openalex.org/W10626332","https://openalex.org/W3007928289","https://openalex.org/W4389671033","https://openalex.org/W2172084342","https://openalex.org/W4396766779"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"efficient":[3,111],"strategies":[4,26],"that":[5,43],"shave":[6],"Data":[7],"Centers":[8],"(DCs)'":[9],"monthly":[10,21],"peak":[11,97],"power":[12,84,123],"demand":[13],"with":[14],"the":[15,19,24,36,44,79,82,87,115,121,132,151],"aim":[16],"of":[17,35,49,120],"reducing":[18],"DCs'":[20,74],"expenses.":[22],"Specifically,":[23],"proposed":[25,152],"allow":[27],"to":[28,149],"decide:":[29],"i)":[30],"when":[31,65,117],"and":[32,60,63,66,93,108],"how":[33,67],"much":[34,68],"DC's":[37,83,122],"workload":[38,45],"should":[39,70],"be":[40,71],"delayed":[41],"given":[42],"is":[46],"made":[47],"up":[48],"multiple":[50],"classes":[51],"where":[52,81],"each":[53],"class":[54],"has":[55],"a":[56,142],"certain":[57],"delay":[58,61],"tolerance":[59],"cost,":[62],"ii)":[64],"energy":[69],"charged/discharged":[72],"into":[73],"batteries.":[75],"We":[76,103],"first":[77],"consider":[78],"case":[80,116],"demands":[85,124],"throughout":[86],"whole":[88],"billing":[89],"cycle":[90],"are":[91,125,145],"known":[92,127],"present":[94],"an":[95,110],"optimal":[96],"shaving":[98],"control":[99,112],"strategy":[100,113],"for":[101,114,128],"it.":[102],"then":[104],"relax":[105],"this":[106],"assumption":[107],"propose":[109],"(accurate/noisy)":[118],"predictions":[119],"only":[126],"short":[129],"durations":[130],"in":[131,147],"future.":[133],"Several":[134],"comparative":[135],"studies":[136],"based":[137],"on":[138],"real":[139],"traces":[140],"from":[141],"Google":[143],"DC":[144],"conducted":[146],"order":[148],"validate":[150],"techniques.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
