DBP: Distributed Power Budgeting for Many-Core Systems in Dark Silicon
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems(2022)
摘要
Power budget is an important power constraint provided to guarantee the thermal reliability of an integrated system. In this work, we present DBP, a DistriButed Power budgeting method, for dark silicon many-core systems. In DBP, there are two new techniques proposed to bring accurate and optimized power budget in a distributed way. First, a distributed active core locating technique is developed to find an active core distribution that leads to a high power budget. Second, a distributed power budget computing technique is introduced which computes the power budget for each active core accurately. Experiments show DBP outperforms the state-of-the-art power budgeting methods thermal safe power (TSP) and greedy dynamic power (GDP) on many-core dark silicon systems by providing a high and accurate power budget with low overhead and good scalability.
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关键词
Distributed computing,many-core system,power budget,thermal modeling
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