{"id":"https://openalex.org/W2611557395","doi":"https://doi.org/10.1109/isqed.2017.7918343","title":"Data center power management for regulation service using neural network-based power prediction","display_name":"Data center power management for regulation service using neural network-based power prediction","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2611557395","doi":"https://doi.org/10.1109/isqed.2017.7918343","mag":"2611557395"},"language":"en","primary_location":{"id":"doi:10.1109/isqed.2017.7918343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2017.7918343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 18th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-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/A5100432426","display_name":"Ning Liu","orcid":"https://orcid.org/0000-0003-4943-6625"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ning Liu","raw_affiliation_strings":["Syracuse university"],"affiliations":[{"raw_affiliation_string":"Syracuse university","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043582832","display_name":"Xue Lin","orcid":"https://orcid.org/0000-0001-6210-8883"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Xue Lin","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100651384","display_name":"Yanzhi Wang","orcid":"https://orcid.org/0000-0002-3024-7990"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanzhi Wang","raw_affiliation_strings":["Syracuse university"],"affiliations":[{"raw_affiliation_string":"Syracuse university","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100432426"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":4.8363,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.95464853,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9907000064849854,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.8776925802230835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7394241094589233},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5892744064331055},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5539648532867432},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5020790100097656},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4875931143760681},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4658411741256714},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.44923853874206543},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4411182999610901},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.4302913546562195},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.42274829745292664},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4065695106983185},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.358437716960907},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3463538885116577},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2691577076911926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18779420852661133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15672752261161804},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.13523820042610168},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11620983481407166}],"concepts":[{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.8776925802230835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7394241094589233},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5892744064331055},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5539648532867432},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5020790100097656},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4875931143760681},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4658411741256714},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.44923853874206543},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4411182999610901},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.4302913546562195},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.42274829745292664},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4065695106983185},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.358437716960907},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3463538885116577},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2691577076911926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18779420852661133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15672752261161804},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.13523820042610168},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11620983481407166},{"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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/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/isqed.2017.7918343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2017.7918343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 18th International Symposium on Quality Electronic Design (ISQED)","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":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W136538384","https://openalex.org/W1506806321","https://openalex.org/W1520679476","https://openalex.org/W1522301498","https://openalex.org/W1771459135","https://openalex.org/W1967138129","https://openalex.org/W1973691941","https://openalex.org/W2012785328","https://openalex.org/W2037236761","https://openalex.org/W2037965472","https://openalex.org/W2049867014","https://openalex.org/W2054852146","https://openalex.org/W2087405459","https://openalex.org/W2089923823","https://openalex.org/W2114296561","https://openalex.org/W2146840150","https://openalex.org/W2148459868","https://openalex.org/W2171935755","https://openalex.org/W2337969425","https://openalex.org/W2962965465","https://openalex.org/W3103395557","https://openalex.org/W4232225775","https://openalex.org/W4242123872","https://openalex.org/W4244039404","https://openalex.org/W4250589301","https://openalex.org/W4253258895","https://openalex.org/W6605522028","https://openalex.org/W6631190155","https://openalex.org/W6631228652","https://openalex.org/W6638205174","https://openalex.org/W6653520785"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W1969542292","https://openalex.org/W4214914670","https://openalex.org/W1498304890","https://openalex.org/W3006216828","https://openalex.org/W2084875360","https://openalex.org/W2904165227","https://openalex.org/W3123077549","https://openalex.org/W70469698","https://openalex.org/W2770088598"],"abstract_inverted_index":{"The":[0],"underlying":[1],"infrastructure":[2],"of":[3,159,178,193],"cloud":[4,15],"computing":[5],"relies":[6],"on":[7,33,128,166],"data":[8,121,130,161,179,195],"centers":[9,19,91,122],"monitored":[10],"and":[11,25,44,52,57,85,101,106,112,147],"maintained":[12],"by":[13,200],"the":[14,34,54,60,66,76,120,129,157,167,183,190,194,206],"service":[16,68],"providers.":[17],"Data":[18,90],"usually":[20],"incur":[21],"enormous":[22],"power":[23,36,42,55,61,83,132,163,175],"consumption":[24,43,84,133],"are":[26],"expected":[27],"to":[28,39,48,79,98,123,181,202],"have":[29],"a":[30,110,172],"significant":[31],"impact":[32],"local":[35],"grid":[37,62],"due":[38,97],"dramatically":[40],"increasing":[41],"fluctuation.":[45],"In":[46,117,136],"order":[47,118],"mitigate":[49],"such":[50],"fluctuation":[51],"balance":[53],"demand":[56],"supply":[58],"in":[59,63,103],"real":[64],"time,":[65],"regulation":[67],"(RS)":[69],"opportunity":[70],"has":[71],"been":[72],"provided,":[73],"which":[74],"offers":[75],"electricity":[77,88],"consumers":[78],"dynamically":[80],"adjust":[81],"their":[82,87,99],"reduce":[86],"cost.":[89,185],"can":[92,197],"be":[93,198],"active":[94],"RS":[95],"participants":[96],"flexibility":[100],"controllability":[102],"load":[104],"dispatching":[105],"scheduling":[107],"temporally":[108],"(within":[109],"server)":[111],"spatially":[113],"(among":[114],"multiple":[115],"servers).":[116],"for":[119,156],"provide":[124],"better":[125],"RS,":[126],"prediction":[127,158,168],"center":[131,162,180,196],"becomes":[134],"essential.":[135],"this":[137],"work,":[138],"we":[139,170],"first":[140],"adopt":[141],"artificial":[142],"neural":[143,153],"network":[144],"(ANN)-based":[145],"method":[146,155],"long":[148],"short":[149],"term":[150],"memory":[151],"(LSTM)":[152],"network-based":[154],"future":[160],"consumption.":[164],"Based":[165],"results,":[169],"formulate":[171],"novel":[173],"optimal":[174],"management":[176],"problem":[177],"minimize":[182],"total":[184,191],"Experimental":[186],"results":[187],"demonstrate":[188],"that":[189],"cost":[192],"reduced":[199],"up":[201],"20.6%":[203],"compared":[204],"with":[205],"baseline":[207],"systems.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
