tailieunhanh - Design and modeling of a voltage frequency controller for network on chip routers based on fuzzy logic

Network-on-Chip (NoC) paradigm allows designers to integrate efficiently more intellectual properties (IPs) into a single chip system. However, the power consumption has become one of the most critical issues for designing such large complex systems. Low power design can be achieved by scaling the voltage and frequency of the target components. | VNU Journal of Science: Comp. Science & Com. Eng., Vol. 31, No. 2 (2015) 56–65 Design and Modeling of a Voltage-Frequency Controller for Network-on-Chip Routers based on Fuzzy-Logic Hai-Phong Phan, Xuan-Tu Tran SIS Laboratory, VNU University of Engineering and Technology, 144 Xuan Thuy road, Cau Giay district, Hanoi, Vietnam Abstract Network-on-Chip (NoC) paradigm allows designers to integrate efficiently more intellectual properties (IPs) into a single chip system. However, the power consumption has become one of the most critical issues for designing such large complex systems. Low power design can be achieved by scaling the voltage and frequency of the target components. The question is how to make the voltage-frequency scaling adaptable to the required performance of the system at run-time while reducing as much as possible the power consumption. In this paper, we present the design and modeling of a Voltage-Frequency Controller for NoC routers based on fuzzy-logic processing. The communication traffic of a network router will be predicted by a fuzzy-logic algorithm. Then the voltage and frequency of the router will be dynamically scaled according to the predicted results in order to get power consumption optimal for the network router. The Voltage-Frequency Controller is then modeled at register-transfer level using VHDL – a hardware description language. The most important part of the proposed controller, the fuzzy-logic processor (FLP) designed with the famous Sugeno model, has been successfully implemented on FPGA devices. c 2015 Published by VNU Journal of Sciences. Manuscript communication: received 20 May 2015, revised 16 June 2015, accepted 25 June 2015. Corresponding author: Hai-Phong Phan, Keywords: Low Power, Network-On-Chip, DVFS, Fuzzy Logic. 1. Introduction The fuzzy set theory was first proposed by Zadeh in 1965 [1]. It has been widely applied in many application fields, from control theory to artificial .

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