{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:14:42Z","timestamp":1750306482377,"version":"3.41.0"},"reference-count":11,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2015,11,19]],"date-time":"2015-11-19T00:00:00Z","timestamp":1447891200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGMETRICS Perform. Eval. Rev."],"published-print":{"date-parts":[[2015,11,19]]},"abstract":"<jats:p>Demand response of datacenters recently has received increasing efforts due to huge demands and flexible power control knobs. However, very few works focus on a critical segment of datacenter business: multi-tenant colocation. In colocation datacenters, while there exist multiple tenants who manger their own servers, the colocation operator only provides other facilities such as cooling, reliable power, and network connectivity. Therefore, colocation has a unique challenge for the demand response: uncoordinated power management among tenants. To tackle this challenge, we study how to coordinate tentants for economic demand response. We show that there is an interaction between the operator and tenants' strategies, where each side maximizes its own benefit. Hence, we apply a two-stage Stackelberg game to analyze this scenario and derive this game's equilibria. Finally, trace-based simulations are also provided to illustrate the efficacy of our proposed incentive schemes.<\/jats:p>","DOI":"10.1145\/2847220.2847229","type":"journal-article","created":{"date-parts":[[2015,11,20]],"date-time":"2015-11-20T13:58:34Z","timestamp":1448027914000},"page":"34-37","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Coordinated Colocation Datacenters for Economic Demand Responce"],"prefix":"10.1145","volume":"43","author":[{"given":"Nguyen H.","family":"Tran","sequence":"first","affiliation":[{"name":"Kyung Hee University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cuong T.","family":"Do","sequence":"additional","affiliation":[{"name":"Kyung Hee University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Choong Seon","family":"Hong","sequence":"additional","affiliation":[{"name":"Kyung Hee University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaolei","family":"Ren","sequence":"additional","affiliation":[{"name":"Florida International University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhu","family":"Han","sequence":"additional","affiliation":[{"name":"University of Houston"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2015,11,19]]},"reference":[{"key":"e_1_2_1_1_1","unstructured":"Colocation Market - Worldwide Market Forecast and Analysis (2013-2018).  Colocation Market - Worldwide Market Forecast and Analysis (2013-2018)."},{"key":"e_1_2_1_2_1","unstructured":"E. Consulting. Pricing data center colocation services 2009.  E. Consulting. Pricing data center colocation services 2009."},{"key":"e_1_2_1_3_1","unstructured":"DatacenterMap. Colocation USA.  DatacenterMap. Colocation USA."},{"key":"e_1_2_1_4_1","unstructured":"EnerNOC. Demand Response: A Multi-Purpose Resource for Utilities and Grid Operations.  EnerNOC. Demand Response: A Multi-Purpose Resource for Utilities and Grid Operations."},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2011.5934885"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1993744.1993767"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2637364.2592004"},{"volume-title":"Issue Pap.","year":"2014","author":"Scaling DC.","key":"e_1_2_1_8_1"},{"volume-title":"USENIX ICAC","year":"2014","author":"Ren S.","key":"e_1_2_1_9_1"},{"volume-title":"USENIX Feed. Comput. Work.","year":"2014","author":"Tran N. H.","key":"e_1_2_1_10_1"},{"volume-title":"Hong Kong","year":"2015","author":"Zhang L.","key":"e_1_2_1_11_1"}],"container-title":["ACM SIGMETRICS Performance Evaluation Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2847220.2847229","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2847220.2847229","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T05:48:23Z","timestamp":1750225703000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2847220.2847229"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,19]]},"references-count":11,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,11,19]]}},"alternative-id":["10.1145\/2847220.2847229"],"URL":"https:\/\/doi.org\/10.1145\/2847220.2847229","relation":{},"ISSN":["0163-5999"],"issn-type":[{"type":"print","value":"0163-5999"}],"subject":[],"published":{"date-parts":[[2015,11,19]]},"assertion":[{"value":"2015-11-19","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}