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Energy Efficient Soft Real-Time Computing through Cross-Layer Predictive Control
2014
International Workshop on Feedback Computing
The next decade of computing workloads is expected to be dominated by soft-real time applications such as multimedia and machine vision. Such workloads are characterized by transient spikes requiring over provisioning of compute servers, adversely affecting the cost, energy usage, and environmental impact of data centers. In many of these applications, although deadlines need to be met to provide QoS guarantees, other quality parameters of the application (for example, visual quality in video
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