IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Online ISSN : 1745-1337
Print ISSN : 0916-8508
Regular Section
A Performance/Energy Analysis and Optimization of Multi-Core Architectures with Voltage Scaling Techniques
Jeong-Gun LEEWook SHINSuk-Jin KIMEun-Gu JUNG
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2010 Volume E93.A Issue 6 Pages 1215-1225

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Abstract

In this paper, we develop asymptotic analysis and simulation models to better understand the characteristics of performance and energy consumption in a multi-core processor design in which dynamic voltage scaling is used. Our asymptotic model is derived using Amdahl's law, Rent's rule and power equations to derive the optimum number of cores and their voltage levels. Our model can predict the possible impact of different multi-core processor configurations on the performance and energy consumption for given workload characteristics (e.g. available parallelism) and process technology parameters (e.g. ratios of dynamic and static energies to total energy). Through the asymptotic analysis and optimization based on the models, we can observe an asymptotic relationship between design parameters such as “the number of cores,” “core size” and “voltage scaling strategies” of a multi-core architecture with regards to performance and energy consumption at an initial phase of the design.

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© 2010 The Institute of Electronics, Information and Communication Engineers
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