{"id":"https://openalex.org/W2153996860","doi":"https://doi.org/10.1145/1791204.1791205","title":"Opportunities and challenges to unify workload, power, and cooling management in data centers","display_name":"Opportunities and challenges to unify workload, power, and cooling management in data centers","publication_year":2010,"publication_date":"2010-04-13","ids":{"openalex":"https://openalex.org/W2153996860","doi":"https://doi.org/10.1145/1791204.1791205","mag":"2153996860"},"language":"en","primary_location":{"id":"doi:10.1145/1791204.1791205","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1791204.1791205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Workshop on Feedback Control Implementation and Design in Computing Systems and Networks","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/A5102959254","display_name":"Zhikui Wang","orcid":"https://orcid.org/0000-0001-8109-3787"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhikui Wang","raw_affiliation_strings":["HP Labs, Palo Alto"],"affiliations":[{"raw_affiliation_string":"HP Labs, Palo Alto","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083532553","display_name":"Niraj H. Tolia","orcid":"https://orcid.org/0000-0002-2689-1337"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niraj Tolia","raw_affiliation_strings":["HP Labs, Palo Alto"],"affiliations":[{"raw_affiliation_string":"HP Labs, Palo Alto","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043000769","display_name":"Cullen Bash","orcid":"https://orcid.org/0000-0003-3177-3041"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cullen Bash","raw_affiliation_strings":["HP Labs, Palo Alto"],"affiliations":[{"raw_affiliation_string":"HP Labs, Palo Alto","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102959254"],"corresponding_institution_ids":["https://openalex.org/I1324840837"],"apc_list":null,"apc_paid":null,"fwci":7.6307,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97201348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9944999814033508,"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/workload","display_name":"Workload","score":0.8866639137268066},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6899139285087585},{"id":"https://openalex.org/keywords/power-management","display_name":"Power management","score":0.6808833479881287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6191774010658264},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.5733047127723694},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5253875851631165},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5191706418991089},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.48909837007522583},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4540092349052429},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.43600401282310486},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4289878010749817},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4168205261230469},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.2900538444519043},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22949406504631042},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13249823451042175},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12519553303718567},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08589327335357666}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8866639137268066},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6899139285087585},{"id":"https://openalex.org/C2778774385","wikidata":"https://www.wikidata.org/wiki/Q4437810","display_name":"Power management","level":3,"score":0.6808833479881287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6191774010658264},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.5733047127723694},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5253875851631165},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5191706418991089},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.48909837007522583},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4540092349052429},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.43600401282310486},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4289878010749817},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4168205261230469},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2900538444519043},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22949406504631042},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13249823451042175},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12519553303718567},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08589327335357666},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1791204.1791205","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1791204.1791205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Workshop on Feedback Control Implementation and Design in Computing Systems and Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W190397983","https://openalex.org/W1523544438","https://openalex.org/W1926938602","https://openalex.org/W2010749415","https://openalex.org/W2022865998","https://openalex.org/W2023414755","https://openalex.org/W2038337218","https://openalex.org/W2045274643","https://openalex.org/W2064359039","https://openalex.org/W2108812856","https://openalex.org/W2111503526","https://openalex.org/W2116571143","https://openalex.org/W2118955868","https://openalex.org/W2139041001","https://openalex.org/W2147083032","https://openalex.org/W2150654762","https://openalex.org/W2153204735","https://openalex.org/W2153981812","https://openalex.org/W2165424134","https://openalex.org/W2167588478","https://openalex.org/W2172090472","https://openalex.org/W3139989176","https://openalex.org/W4229619734"],"related_works":["https://openalex.org/W2552083296","https://openalex.org/W1587397813","https://openalex.org/W2345849883","https://openalex.org/W808103542","https://openalex.org/W2080660088","https://openalex.org/W2543361554","https://openalex.org/W4315574134","https://openalex.org/W3086964124","https://openalex.org/W4234173525","https://openalex.org/W2183914206"],"abstract_inverted_index":{"Independent":[0],"optimization":[1,81],"for":[2,33,83,92,104],"workload":[3,106],"and":[4,7,30,51,86,89,102,110,131,144],"power":[5,85,108,111,124],"management,":[6,88,107],"active":[8],"cooling":[9,31,87],"control":[10],"have":[11,23],"been":[12],"studied":[13],"extensively":[14],"to":[15,25,150],"improve":[16,132],"data":[17,77,151],"center":[18,152],"energy":[19,35,50,135],"efficiency.":[20,136],"Recently,":[21],"proposals":[22],"started":[24],"advocate":[26],"unified":[27,105],"workload,":[28],"power,":[29],"management":[32],"further":[34],"savings.":[36],"In":[37],"this":[38,42],"paper,":[39],"we":[40],"study":[41],"problem":[43],"with":[44],"the":[45,56,80,90,118,122,128,133,140],"objectives":[46],"of":[47,75],"both":[48],"saving":[49],"capping":[52],"power.":[53],"We":[54,95,137],"present":[55],"detailed":[57],"models":[58],"derived":[59],"in":[60],"our":[61],"previous":[62],"work":[63],"from":[64],"experiments":[65],"on":[66],"an":[67],"blade":[68],"enclosure":[69],"system":[70],"that":[71,117,139],"can":[72,120],"be":[73],"representative":[74],"a":[76,98],"center,":[78],"discuss":[79],"opportunities":[82],"coordinated":[84],"challenges":[91],"controller":[93],"design.":[94],"then":[96],"propose":[97],"few":[99],"design":[100],"principles":[101],"examples":[103],"minimization,":[109],"capping.":[112],"Our":[113],"simulation-based":[114],"evaluation":[115],"shows":[116],"controllers":[119],"cap":[121],"total":[123],"consumption":[125],"while":[126],"maintaining":[127],"thermal":[129],"conditions":[130],"overall":[134],"argue":[138],"same":[141],"opportunities,":[142],"challenges,":[143],"designs":[145],"are":[146],"also":[147],"generally":[148],"applicable":[149],"level":[153],"management.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
