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ossef/AMD_Research

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AMD_Research

Dynamic Voltage and Frequency Scaling (DVFS) involves adjusting the speed to match power consumption and performance re- quirements of the system. This technology has been shown to provide major power and energy savings in many system components (processor cores, memory system ...). In this work [1], we study the DVFS mecha- nism for a processor that implements various levels of speed and power (we call these levels "Pstates"). We model the system as a birth-death process and we compare different configurations, using stochastic com- parison, in order to evaluate the impact on the response time and power (and energy) consumption. In the case of two Pstates, we proposed a closed form for the steady state distribution and we derived a cost func- tion that uses both performance and energy consumption. Finally, we derive an algorithm that suggests a threshold which minimizes the cost function. An extension of this work can be found in [2].

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[1] "Performance evaluation and energy consumption for DVFS processor", Youssef AIT EL MAHJOUB, Hind CASTEL-TALEB and Jean-Michel Fourneau". In the 26th International Conference on Analytical & Stochastic Modelling Techniques & Applications, ASMTA, 2021.

[2] "Performance evaluation of Green IT networks", Youssef AIT EL MAHJOUB. In Phd-thesis, Chapter 3. link : hal.science, 2021.

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