Probability, statistics, and queueing theory with computer science applications
Probability, statistics, and queueing theory with computer science applications
Min-max optimization of several classical discrete optimization problems
Journal of Optimization Theory and Applications
Managing energy and server resources in hosting centers
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
The case for power management in web servers
Power aware computing
Balance of Power: Dynamic Thermal Management for Internet Data Centers
IEEE Internet Computing
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
Ensemble-level Power Management for Dense Blade Servers
Proceedings of the 33rd annual international symposium on Computer Architecture
Introduction to Linear Regression Analysis, Solutions Manual (Wiley Series in Probability and Statistics)
Making scheduling "cool": temperature-aware workload placement in data centers
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Technical perspective: the data center is the computer
Communications of the ACM - 50th anniversary issue: 1958 - 2008
Agile dynamic provisioning of multi-tier Internet applications
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
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
IEEE Transactions on Parallel and Distributed Systems
Weatherman: Automated, Online and Predictive Thermal Mapping and Management for Data Centers
ICAC '06 Proceedings of the 2006 IEEE International Conference on Autonomic Computing
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
Computer Networks: The International Journal of Computer and Telecommunications Networking
Performance-aware thermal management via task scheduling
ACM Transactions on Architecture and Code Optimization (TACO)
An energy case for hybrid datacenters
ACM SIGOPS Operating Systems Review
A cyber-physical systems approach to energy management in data centers
Proceedings of the 1st ACM/IEEE International Conference on Cyber-Physical Systems
Analyzing the energy efficiency of a database server
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
NapSAC: design and implementation of a power-proportional web cluster
Proceedings of the first ACM SIGCOMM workshop on Green networking
Thermal aware server provisioning and workload distribution for internet data centers
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
Delivering energy proportionality with non energy-proportional systems: optimizing the ensemble
HotPower'08 Proceedings of the 2008 conference on Power aware computing and systems
Energy Proportionality and the Future: Metrics and Directions
ICPPW '10 Proceedings of the 2010 39th International Conference on Parallel Processing Workshops
Approximating min-max (regret) versions of some polynomial problems
COCOON'06 Proceedings of the 12th annual international conference on Computing and Combinatorics
A workload characterization study of the 1998 World Cup Web site
IEEE Network: The Magazine of Global Internetworking
ACM Journal on Emerging Technologies in Computing Systems (JETC)
ACM Journal on Emerging Technologies in Computing Systems (JETC)
GDCSim: A simulator for green data center design and analysis
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on simulation in complex service systems
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A two-tier Internet data center management scheme, TACOMA, with thermal-aware server provisioning (TASP) in one tier, and thermal-aware workload distribution (TAWD) in the other is proposed. TASP and TAWD coordinate to maximize the energy savings by leveraging the workload dynamics, at coarse and fine time scale, respectively. TACOMA is aware of the QoS constraints, the energy proportionality of servers, and the potential trade-off between cooling and computing power. The obtained energy savings are a combination of suspending idle servers, using servers at their peak efficiency, and avoiding heat recirculation.