Power Modeling and Estimation during ADL-driven Embedded Processor Design

Authors:
Zheng Wang, Lai Wang, Hui Xie, and Anupam Chattopadhyay
Book Title:
4th International Conference on Energy Aware Computing Systems & Applications (ICEAC)
Address:
Istanbul, Turkey
Date:
2013
ISBN:
978-1-47992-543-8
Language:
English

BibTeX

@inproceedings{wang13ICEAC,
author = {Zheng Wang, Lai Wang, Hui Xie, and Anupam Chattopadhyay},
booktitle = {4th International Conference on Energy Aware Computing Systems & Applications (ICEAC)},
title = {Power Modeling and Estimation during ADL-driven Embedded Processor Design},
year = {2013},
address = {Istanbul, Turkey},
ISBN= {978-1-47992-543-8},
}

Abstract

Rising concern for thermal stress and tight energy constraints have forced designers to consider power as a design criterion from early design phase. Despite many advances in high-level power estimation techniques, there is a lack of generic power estimation capabilities in prominent high-level design flows. In this paper we propose power modeling and estimation techniques during Architecture Description Language (ADL)-based high-level embedded processor design. The first technique is based on accurate switching activity extraction from cycle-accurate instruction-set simulation. The second technique is developed through unit-level power modeling for ADL architecture construct. Multivariate linear regression is used to characterize the unit power model. Experiments are performed on a RISC processor using state-of-the-art high-level processor design flow to demonstrate the accuracy and efficiency of the proposed techniques.

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