{"id":"https://openalex.org/W2136721322","doi":"https://doi.org/10.1109/jsac.2015.2483420","title":"Incentive Mechanisms for Economic and Emergency Demand Responses of Colocation Datacenters","display_name":"Incentive Mechanisms for Economic and Emergency Demand Responses of Colocation Datacenters","publication_year":2015,"publication_date":"2015-09-28","ids":{"openalex":"https://openalex.org/W2136721322","doi":"https://doi.org/10.1109/jsac.2015.2483420","mag":"2136721322"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2015.2483420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2015.2483420","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","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/A5027558961","display_name":"Nguyen H. Tran","orcid":"https://orcid.org/0000-0001-7323-9213"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Nguyen H. Tran","raw_affiliation_strings":["Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112011547","display_name":"T. Cuong","orcid":"https://orcid.org/0009-0007-7156-6705"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cuong T. Do","raw_affiliation_strings":["Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000834239","display_name":"Shaolei Ren","orcid":"https://orcid.org/0000-0001-9003-4324"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaolei Ren","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","Department of Electrical and Computer Engineering University of California at Riverside Riverside CA USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering University of California at Riverside Riverside CA USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063667378","display_name":"Zhu Han","orcid":"https://orcid.org/0000-0002-6606-5822"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhu Han","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","Electrical and Computer Engineering Department , University of Houston , Houston, TX , USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Houston, Houston, TX, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department , University of Houston , Houston, TX , USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034052371","display_name":"Choong Seon Hong","orcid":"https://orcid.org/0000-0003-3484-7333"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choong Seon Hong","raw_affiliation_strings":["Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kyung Hee University, Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Dept. of Comput. Engg., Kyung Hee Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027558961"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":5.6194,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.96273388,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"33","issue":"12","first_page":"2892","last_page":"2905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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":0.9930999875068665,"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":0.9902999997138977,"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/stackelberg-competition","display_name":"Stackelberg competition","score":0.8210105895996094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7871724367141724},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.7401187419891357},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.588206946849823},{"id":"https://openalex.org/keywords/multitenancy","display_name":"Multitenancy","score":0.5776147246360779},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5228838920593262},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.5053892135620117},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3951975703239441},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3472577929496765},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.22228312492370605},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.11613613367080688}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.8210105895996094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7871724367141724},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.7401187419891357},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.588206946849823},{"id":"https://openalex.org/C69016650","wikidata":"https://www.wikidata.org/wiki/Q1364211","display_name":"Multitenancy","level":5,"score":0.5776147246360779},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5228838920593262},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.5053892135620117},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3951975703239441},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3472577929496765},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.22228312492370605},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11613613367080688},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C175133352","wikidata":"https://www.wikidata.org/wiki/Q1254596","display_name":"Software as a service","level":4,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsac.2015.2483420","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2015.2483420","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.709.7362","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.709.7362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://networking.khu.ac.kr/layouts/net/publications/data/2015%29Incentive%20Mechanisms%20for%20Economic%20and%20Emergency%20Demand%20Responses%20of%20Colocation%20Datacenters.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G2691628207","display_name":null,"funder_award_id":"NRF-2014R1A2A2A01005900","funder_id":"https://openalex.org/F4320321408","funder_display_name":"Ministry of Education"}],"funders":[{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W240410933","https://openalex.org/W1603765807","https://openalex.org/W1947078470","https://openalex.org/W1969353386","https://openalex.org/W1996299923","https://openalex.org/W2036001459","https://openalex.org/W2037798990","https://openalex.org/W2042454807","https://openalex.org/W2064038243","https://openalex.org/W2064262155","https://openalex.org/W2068060907","https://openalex.org/W2080433243","https://openalex.org/W2082034273","https://openalex.org/W2084949550","https://openalex.org/W2089940759","https://openalex.org/W2091812828","https://openalex.org/W2102626318","https://openalex.org/W2109257301","https://openalex.org/W2135798231","https://openalex.org/W2139041001","https://openalex.org/W2158893758","https://openalex.org/W2162305776","https://openalex.org/W2166454355","https://openalex.org/W2168245849","https://openalex.org/W2172016740","https://openalex.org/W2205036839","https://openalex.org/W2222085488","https://openalex.org/W3006237738","https://openalex.org/W3033868844","https://openalex.org/W3189256173","https://openalex.org/W6671518312","https://openalex.org/W6688000782","https://openalex.org/W6689028692"],"related_works":["https://openalex.org/W2123795915","https://openalex.org/W2704982056","https://openalex.org/W1589973774","https://openalex.org/W2392147676","https://openalex.org/W2035833777","https://openalex.org/W2522559011","https://openalex.org/W2032085210","https://openalex.org/W2556396996","https://openalex.org/W3112567715","https://openalex.org/W1972422473"],"abstract_inverted_index":{"Demand":[0],"response":[1,16,93,116,128,205],"programs":[2],"have":[3],"been":[4],"considered":[5],"critical":[6,45],"for":[7,114,245,253],"power":[8,30,96,112],"grid":[9],"reliability":[10],"and":[11,28,76,149,170],"efficiency.":[12],"Especially,":[13],"the":[14,65,123,130,147,192,200,221,227,233,239,248,274],"demand":[15,92,115,127,204],"of":[17,33,47,125,202,262,276],"datacenters":[18],"has":[19,81],"recently":[20],"received":[21],"encouraging":[22],"efforts":[23,38],"due":[24],"to":[25,89,109,166,190,256,272],"huge":[26],"demands":[27],"flexible":[29],"control":[31],"knobs":[32],"datacenters.":[34],"However,":[35,175],"most":[36],"current":[37],"focus":[39],"on":[40,238],"owner-operated":[41],"datacenters,":[42,54],"omitting":[43],"another":[44],"segment":[46],"datacenter":[48],"business:":[49],"multitenant":[50],"colocation.":[51],"In":[52],"colocation":[53,66,80],"while":[55],"there":[56,142],"exist":[57],"multiple":[58],"tenants":[59,255],"who":[60],"manage":[61],"their":[62],"own":[63,157],"servers,":[64],"operator":[67,131,148],"only":[68],"provides":[69],"facilities":[70],"such":[71],"as":[72],"cooling,":[73],"reliable":[74],"power,":[75],"network":[77],"connectivity.":[78],"Therefore,":[79],"a":[82,91,162,207,258,263],"unique":[83,259],"feature":[84],"that":[85,141,224,242],"challenges":[86],"any":[87],"attempts":[88],"design":[90],"program:":[94],"uncoordinated":[95],"management":[97],"among":[98],"tenants.":[99],"To":[100],"tackle":[101],"this":[102,168,172],"challenge,":[103],"two":[104,118,217],"incentive":[105,218,279],"mechanisms":[106],"are":[107,269],"proposed":[108,278],"coordinate":[110],"tenant":[111,150],"consumption":[113],"under":[117],"different":[119],"scenarios.":[120],"First,":[121],"in":[122,199],"case":[124,201],"economic":[126],"where":[129,152,206],"can":[132,179,225],"adjust":[133],"an":[134,144,188],"elastic":[135],"energy":[136,209],"reduction":[137,210],"target,":[138],"we":[139,160,186,215],"show":[140],"is":[143,236,243,251],"interaction":[145],"between":[146],"strategies,":[151],"each":[153],"side":[154],"maximizes":[155],"its":[156],"benefit.":[158],"Hence,":[159],"apply":[161],"two-stage":[163],"Stackelberg":[164,193],"game":[165],"analyze":[167],"scenario":[169],"derive":[171],"game's":[173],"equilibria.":[174],"computing":[176],"these":[177],"equilibria":[178,194],"be":[180,213],"intractable":[181],"with":[182,195,220],"exhaustive":[183],"search;":[184],"therefore,":[185],"propose":[187],"algorithm":[189,235],"find":[191],"linear":[196],"complexity.":[197],"Second,":[198],"emergency":[203],"fixed":[208],"target":[211],"must":[212],"fulfilled,":[214],"devise":[216],"schemes":[219],"distributed":[222],"algorithms":[223],"achieve":[226,257],"same":[228],"optimal":[229],"social":[230],"cost.":[231],"While":[232],"first":[234],"based":[237],"dual-decomposition":[240],"method":[241],"suitable":[244],"nonstrategic":[246],"tenants,":[247],"second":[249],"one":[250],"designed":[252],"strategic":[254],"Nash":[260],"equilibrium":[261],"bidding":[264],"game.":[265],"Finally,":[266],"trace-based":[267],"simulations":[268],"also":[270],"provided":[271],"illustrate":[273],"efficacy":[275],"our":[277],"schemes.":[280]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":8}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}