A Multi-objective Approach to Configuring Embedded System Architectures

Portable embedded systems are being driven by consumer demands to be thermally efficient, perform faster, and have longer battery life. To design such a system, various hardware units (e.g., level one (L1) and level two (L2) caches, functional units, registers) are selected based on a set of specifications for a particular application. Currently, chip architects are using software tools to manually explore different configurations, so that tradeoffs for power consumption, performance, and chip size may be understood. The primary contribution of this paper is the development of a novel power-performance design tool based around a core GA search and optimization technique. The tool targets the implementation of portable embedded systems. 1 Summary This paper presents a framework for an evolutionary computational approach to configuring an “ideal” embedded processor based on power consumption and performance. In addition, a database of simulation results that gives a more comprehensiv...

• Type: Conference
• Year: 2004
• Where: GECCO
• Authors: James Northern III, Michael A. Shanblatt
• Keywords: Core Ga Search, GECCO 2004, Portable Embedded Systems, Power Consumption