高效片上流计算的非线性反馈控制

A. Alimonda, S. Carta, A. Acquaviva, A. Pisano
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引用次数: 8

摘要

在这项工作中,我们采用控制理论方法来研究具有混合流水线/并行处理的MPSoC架构中的动态电压/频率缩放(DVS)。其目的是在保证吞吐量的情况下最大限度地减少能耗。在周期精确、能量感知、多处理器仿真平台上进行了理论分析和实验。给出了系统行为的动态模型,并在此基础上合成了非线性反馈控制器,用于对各处理阶段的频率进行运行时调整。我们从能源消耗的角度比较了所提出的反馈方法与本地分布式交换机策略。
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Non-Linear Feedback Control for Energy Efficient On-Chip Streaming Computation
In this work we take a control theoretic approach to the dynamic voltage/frequency scaling (DVS) in a MPSoC architecture with mixed pipelined/parallel processing. The aim is that of minimizing energy consumption with throughput guarantees. Theoretical analysis and experiments, carried out on a cycle-accurate, energy-aware, multiprocessor simulation platform, are provided. We give a dynamic model of the system behavior on the basis of which we synthesize a non-linear feedback controller for the run-time adjustment the frequencies of the processing stages. We compare, from an energy consumption viewpoint, the proposed feedback approaches with local DVS policies.
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