USENIX Annual Technical Conference · 2011 · 59 citations · 6 references
Energy consumption has become a major concern for all computing systems, from servers in data-centres to mobile phones. Processor manufacturers have reacted to this by implementing power-management mechanisms in the hardware and researchers have investigated how operating systems can make use of those mechanisms to minimise energy consumption. Much of this research has focused on a single class of systems and computeintensive workloads. Missing is an examination of how much energy can actually be saved when running realistic workloads on different classes of systems. This paper compares the effects of using dynamic voltage and frequency scaling (DVFS) and sleep states on platforms using server, desktop and embedded processors. It also analyses workloads that represent real-world uses of those systems. In these circumstances, we find that usage of power-management mechanisms is not clear-cut, and that it is critical to analyse the system as a whole, including the workload, to determine whether using mechanisms such as DVFS will be effective at reducing energy consumption. 1
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The Case for Energy-Proportional Computing
Luiz André Barroso, Urs Hölzle · Computer · 2007 · 2.5K citations
Dynamic voltage and frequency scaling: the laws of diminishing returns
Etienne Le Sueur, Gernot Heiser · 2010 · 385 citations
Akihiko Miyoshi, Charles Lefurgy, Eric Van Hensbergen et al. · 2002 · 229 citations
David C. Snowdon, Etienne Le Sueur, Stefan M. Petters et al. · 2009 · 186 citations
Power-aware Computing, Power Management Schemes, Engineering +12
Frank Bellosa · 2002 · 182 citations
Engineering, Industrial Engineering, Low-power Processor Architectures +21