Xen and the art of virtualization
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Safe bounds in linear and mixed-integer linear programming
Mathematical Programming: Series A and B
Pricing Communication Networks: Economics, Technology and Modelling (Wiley Interscience Series in Systems and Optimization)
Power provisioning for a warehouse-sized computer
Proceedings of the 34th annual international symposium on Computer architecture
Dynamic Voltage Scaling in Multitier Web Servers with End-to-End Delay Control
IEEE Transactions on Computers
VirtualPower: coordinated power management in virtualized enterprise systems
Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
RTSS '07 Proceedings of the 28th IEEE International Real-Time Systems Symposium
No "power" struggles: coordinated multi-level power management for the data center
Proceedings of the 13th international conference on Architectural support for programming languages and operating systems
Cyber-Physical Systems: A New Frontier
SUTC '08 Proceedings of the 2008 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (sutc 2008)
Reducing network energy consumption via sleeping and rate-adaptation
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Energy-aware server provisioning and load dispatching for connection-intensive internet services
NSDI'08 Proceedings of the 5th USENIX Symposium on Networked Systems Design and Implementation
Multi-mode energy management for multi-tier server clusters
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
Communications of the ACM - Security in the Browser
Computer
Challenges Towards Elastic Power Management in Internet Data Centers
ICDCSW '09 Proceedings of the 2009 29th IEEE International Conference on Distributed Computing Systems Workshops
Cutting the electric bill for internet-scale systems
Proceedings of the ACM SIGCOMM 2009 conference on Data communication
Energy-efficient server clusters
PACS'02 Proceedings of the 2nd international conference on Power-aware computer systems
INFOCOM'10 Proceedings of the 29th conference on Information communications
Energy-price-driven query processing in multi-center web search engines
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Balancing electricity bill and performance in server farms with setup costs
Future Generation Computer Systems
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Aggressive Datacenter Power Provisioning with Batteries
ACM Transactions on Computer Systems (TOCS)
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Internet Data Center (IDC) supports the reliable operations of many important Internet on-line services. As the demand on Internet services and cloud computing keep increasing in recent years, the power usage associated with IDC operations has been uprising significantly. The cyber and physical aspects of IDCs interact with each other, and brings unprecedented challenges in power management. While most existing research focuses on reducing power consumptions of IDCs, this paper studies the problem of minimizing the total electricity cost geared to quality of service constraint as well as the location diversity and time diversity of electricity price under multiple electricity markets. We jointly consider both the cyber and physical management capabilities of IDCs, and exploit both the center-level load balancing, and the server-level power control in a unified scheme. We model the problem as a constrained mixed integer programming based on Generalized Benders Decomposition (GBD) technique. Extensive evaluations based on real-life electricity price data for multiple IDC locations demonstrates the effectiveness of our scheme.