Optimizing the Energy Efficiency of Switched-Capacitor Converters in Multiprocessor System-on-Chips with a Preset DVFS Policy

Linfeng Zheng, Pingqiang Zhou
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Abstract

Some multiprocessor system-on-chips (MPSoCs) provide designers with workload information in early chip planning stage to optimize the chip's performance. In our work, we focus on the energy efficiency of switched-capacitor converters (SCCs) in MPSoCs to efficiently support dynamic voltage and frequency scaling (DVFS). Two things motivate us to propose our design flow in MPSoCs, i.e. 1) Recent work allocates Metal-Insulator-Metal (MIM) capacitance and selects a converter ratio for each SCC to reach a higher energy efficiency. However, it brings the high overhead of its hardware implementation for various voltage and current demands. 2) DVFS policy has an unbalance distribution of its scaling decisions, which further results in an unbalance distribution of the voltage and current demands. Based on these, in our design flow, the hotspot recognition and the look-up table techniques help us to overcome the shortcomings of the recent work and harvest the benefits of the recent work. The experiment explores the different hotspot capacities' effects on energy efficiency and overhead.
基于DVFS策略的多处理器片上系统开关电容转换器能效优化
一些多处理器片上系统(mpsoc)在早期芯片规划阶段为设计人员提供工作负载信息,以优化芯片的性能。在我们的工作中,我们关注mpsoc中开关电容器转换器(SCCs)的能量效率,以有效地支持动态电压和频率缩放(DVFS)。有两件事促使我们在mpsoc中提出我们的设计流程,即1)最近的工作分配金属-绝缘体-金属(MIM)电容,并为每个SCC选择转换器比率以达到更高的能源效率。然而,它带来了硬件实现的高开销,以满足各种电压和电流的需求。2) DVFS策略的标度决策分布不平衡,进而导致电压和电流需求分布不平衡。基于此,在我们的设计流程中,热点识别和查表技术帮助我们克服了最近工作的不足,收获了最近工作的好处。实验探讨了不同的热点容量对能源效率和开销的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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