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Copyright by William Lloyd Bircher 2010 - The Laboratory for ...

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3.6 Summary<br />

This section describes concepts and methodologies <strong>for</strong> modeling processor power<br />

consumption through the use of per<strong>for</strong>mance monitoring counters. <strong>The</strong>se models achieve<br />

average error rates of under 1% using only a handful of metrics/signals. Simple,<br />

deterministic, processor power models such as these will increase in importance as the<br />

need <strong>for</strong> energy efficiency increases. Techniques that maximize per<strong>for</strong>mance within<br />

fixed power limits or optimize power metrics (Perf/Watt, Energy × Delay, etc.) are<br />

becoming prevalent in processors [Po10][McPo06][ChJa09] and systems. Since these<br />

techniques rely on accurate processor power accounting, per<strong>for</strong>mance counter power<br />

models will increase in importance.<br />

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