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Optimal Speed Scaling Algorithms under Speed Change Constraints

Authors: Zhi Zhang 0010; Fei Li 0001; Hakan Aydin;

Optimal Speed Scaling Algorithms under Speed Change Constraints

Abstract

In this paper, we investigate energy-aware real-time scheduling algorithms with speed change constraints. A processor is equipped with variable \emph{clock frequency} (\emph{speedy}) feature and is used to schedule a set of given jobs with deadlines. Each speed change involves time/energy overhead and recent studies show that it also impacts negatively the processor's \emph{lifetime reliability}. Motivated by this, we study theoretical energy-aware scheduling problems with consideration of number and cost of speed changes. We associate a cost with each speed change to reflect its negative impact on the processor's lifetime reliability. We design speed schedules to satisfy all jobs' deadlines and optimize the energy consumption and the total cost incurred due to speed changes. Four related problems based on this framework are considered. We develop algorithms that perform arbitrarily close to the optimal and we also analyze their time complexities.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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