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CIDR
2009
140views Algorithms» more  CIDR 2009»
13 years 7 months ago
Energy Efficiency: The New Holy Grail of Data Management Systems Research
Energy costs are quickly rising in large-scale data centers and are soon projected to overtake the cost of hardware. As a result, data center operators have recently started turni...
Stavros Harizopoulos, Mehul A. Shah, Justin Meza, ...
ICAC
2006
IEEE
14 years 23 days ago
A Hybrid Reinforcement Learning Approach to Autonomic Resource Allocation
— Reinforcement Learning (RL) provides a promising new approach to systems performance management that differs radically from standard queuing-theoretic approaches making use of ...
Gerald Tesauro, Nicholas K. Jong, Rajarshi Das, Mo...
PACS
2004
Springer
172views Hardware» more  PACS 2004»
14 years 1 days ago
Safe Overprovisioning: Using Power Limits to Increase Aggregate Throughput
Management of power in data centers is driven by the need to not exceed circuit capacity. The methods employed in the oversight of these power circuits are typically static and ad...
Mark E. Femal, Vincent W. Freeh
ASPLOS
2011
ACM
12 years 10 months ago
Blink: managing server clusters on intermittent power
Reducing the energy footprint of data centers continues to receive significant attention due to both its financial and environmental impact. There are numerous methods that limi...
Navin Sharma, Sean Barker, David Irwin, Prashant J...
LCPC
2001
Springer
13 years 11 months ago
A Compilation Framework for Power and Energy Management on Mobile Computers
This paper discusses the potential benefits of applicationspecific power management through remote task execution. Power management is crucial for mobile devices that have to re...
Ulrich Kremer, Jamey Hicks, James M. Rehg