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A Market Approach for Handling Power Emergencies in Multi-Tenant Data Center

Islam, Mohammad A. and Ren, Xiaoqi and Ren, Shaolei and Wierman, Adam and Wang, Xiaorui (2016) A Market Approach for Handling Power Emergencies in Multi-Tenant Data Center. In: International Symposium on High Performance Computer Architecture (HPCA), 2016. IEEE , Piscataway, NJ, pp. 432-443. ISBN 978-1-4673-9211-2. https://resolver.caltech.edu/CaltechAUTHORS:20161014-121441510

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Abstract

Power oversubscription in data centers may occasionally trigger an emergency when the aggregate power demand exceeds the capacity. Handling such an emergency requires a graceful power capping solution that minimizes the performance loss. In this paper, we study power capping in a multi-tenant data center where the operator supplies power to multiple tenants that manage their own servers. Unlike owner-operated data centers, the operator lacks control over tenants' servers. To address this challenge, we propose a novel market mechanism based on supply function bidding, called COOP, to financially incentivize and coordinate tenants' power reduction for minimizing total performance loss (quantified in performance cost) while satisfying multiple power capping constraints. We build a prototype to show that COOP is efficient in terms of minimizing the total performance cost, even compared to the ideal but infeasible case that assumes the operator has full control over tenants' servers. We also demonstrate that COOP is "win-win", increasing the operator's profit (through oversubscription) and reducing tenants' cost (through financial compensation for their power reduction during emergencies).


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/HPCA.2016.7446084DOIArticle
http://ieeexplore.ieee.org/xpls/icp.jsp?arnumber=7446084#articlePublisherArticle
Additional Information:© 2016 IEEE. This work was supported in part by the National Science Foundation under grants CNS-1143607 (CAREER), CNS-1319820, CNS-1421452, CNS-1551661 (CAREER), and CNS-1565474.
Funders:
Funding AgencyGrant Number
NSFCNS-1143607
NSFCNS-1319820
NSFCNS-1421452
NSFCNS-1551661
NSFCNS-1565474
Record Number:CaltechAUTHORS:20161014-121441510
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20161014-121441510
Official Citation:M. A. Islam, X. Ren, S. Ren, A. Wierman and X. Wang, "A market approach for handling power emergencies in multi-tenant data center," 2016 IEEE International Symposium on High Performance Computer Architecture (HPCA), Barcelona, 2016, pp. 432-443. doi: 10.1109/HPCA.2016.7446084
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:71102
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:14 Oct 2016 19:48
Last Modified:03 Oct 2019 16:04

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