A predictive system shutdown method for energy saving of event-driven computation
ICCAD '97 Proceedings of the 1997 IEEE/ACM international conference on Computer-aided design
Dynamic power management using adaptive learning tree
ICCAD '99 Proceedings of the 1999 IEEE/ACM international conference on Computer-aided design
ASPLOS IX Proceedings of the ninth international conference on Architectural support for programming languages and operating systems
Theory of Modeling and Simulation
Theory of Modeling and Simulation
Dynamic Power Management for Nonstationary Service Requests
IEEE Transactions on Computers
The design, implementation, and evaluation of a compiler algorithm for CPU energy reduction
PLDI '03 Proceedings of the ACM SIGPLAN 2003 conference on Programming language design and implementation
Dynamic management of power consumption
Power aware computing
The case for power management in web servers
Power aware computing
Energy Management for Server Clusters
HOTOS '01 Proceedings of the Eighth Workshop on Hot Topics in Operating Systems
Using Complete Machine Simulation for Software Power Estimation: The SoftWatt Approach
HPCA '02 Proceedings of the 8th International Symposium on High-Performance Computer Architecture
Power-aware QoS Management in Web Servers
RTSS '03 Proceedings of the 24th IEEE International Real-Time Systems Symposium
Gibraltar: Application and Network Aware Adaptive Power Management for IEEE 802.11
WONS '05 Proceedings of the Second Annual Conference on Wireless On-demand Network Systems and Services
Managing server energy and operational costs in hosting centers
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Reducing Energy Consumption of Disk Storage Using Power-Aware Cache Management
HPCA '04 Proceedings of the 10th International Symposium on High Performance Computer Architecture
Hierarchical power management with application to scheduling
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
A performance-conserving approach for reducing peak power consumption in server systems
Proceedings of the 19th annual international conference on Supercomputing
Conflict-aware scheduling for dynamic content applications
USITS'03 Proceedings of the 4th conference on USENIX Symposium on Internet Technologies and Systems - Volume 4
Energy conservation policies for web servers
USITS'03 Proceedings of the 4th conference on USENIX Symposium on Internet Technologies and Systems - Volume 4
Dynamic Voltage Scaling in Multitier Web Servers with End-to-End Delay Control
IEEE Transactions on Computers
Thwarting the power-hungry disk
WTEC'94 Proceedings of the USENIX Winter 1994 Technical Conference on USENIX Winter 1994 Technical Conference
Energy-efficient server clusters
PACS'02 Proceedings of the 2nd international conference on Power-aware computer systems
Software–hardware cooperative power management for main memory
PACS'04 Proceedings of the 4th international conference on Power-Aware Computer Systems
Policy optimization for dynamic power management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Stochastic modeling of a power-managed system-construction and optimization
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Joint Power Management of Memory and Disk Under Performance Constraints
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Auction resource allocation mechanisms in grids of heterogeneous computers
WSEAS Transactions on Computers
Challenges and methodologies for efficient power budgeting across the die
Proceedings of the 20th symposium on Great lakes symposium on VLSI
Towards energy-aware scheduling in data centers using machine learning
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
A dynamic optimization model for power and performance management of virtualized clusters
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Model-driven coordinated management of data centers
Computer Networks: The International Journal of Computer and Telecommunications Networking
A bio-inspired algorithm for energy optimization in a self-organizing data center
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
AppFlow: Autonomic Performance-Per-Watt Management of Large-Scale Data Centers
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Resource allocation to conserve energy in distributed computing
International Journal of Grid and Utility Computing
A dynamic power management controller for optimizing servers' energy consumption in service centers
ICSOC'10 Proceedings of the 2010 international conference on Service-oriented computing
Enacting SLAs in clouds using rules
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Dynamic configuration of virtual machine for power-proportional resource provisioning
Green Computing Middleware on Proceedings of the 2nd International Workshop
A performance and energy optimization mechanism for cooperation-oriented multiple server clusters
Future Generation Computer Systems
ReRack: power simulation for data centers with renewable energy generation
ACM SIGMETRICS Performance Evaluation Review
Energy-efficient and SLA-aware management of IaaS clouds
Proceedings of the 3rd International Conference on Future Energy Systems: Where Energy, Computing and Communication Meet
ACM SIGOPS Operating Systems Review
The Journal of Supercomputing
The Journal of Supercomputing
Computers and Industrial Engineering
Adaptive resource configuration for Cloud infrastructure management
Future Generation Computer Systems
Resource virtualization methodology for on-demand allocation in cloud computing systems
Service Oriented Computing and Applications
Reducing energy consumption in distributed computing through economic resource allocation
International Journal of Grid and Utility Computing
A self-adapting latency/power tradeoff model for replicated search engines
Proceedings of the 7th ACM international conference on Web search and data mining
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Dynamic right-sizing for power-proportional data centers
IEEE/ACM Transactions on Networking (TON)
Energy-QoS tradeoffs in J2EE hosting centres
International Journal of Autonomic Computing
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With the increased complexity of platforms, the growing demand of applications and data centers' servers sprawl, power consumption is reaching unsustainable limits. The need to improved power management is becoming essential for many reasons including reduced power consumption & cooling, improved density, reliability & compliance with environmental standards. This paper presents a theoretical framework and methodology for autonomic power and performance management in e-business data centers. We optimize for power and performance (performance-per-watt) at each level of the hierarchy while maintaining scalability. We adopt mathematically-rigorous optimization approach to minimize power while meeting performance constraints. Our experimental results show around 72% savings in power while maintaining performance as compared to static power management techniques and 69.8% additional savings with both global and local optimizations.