System - Level Exploration for Pareto - Optimal Configurations in Parameterized System - on - a - Chip ( December 2002 )
نویسنده
چکیده
In this work, we provide a technique for efficiently exploring the power/performance design space of a parameterized system-on-chip (SOC) architecture to find all Pareto-optimal configurations. These Pareto-optimal configurations will represent the range of power and performance tradeoffs that are obtainable by adjusting parameter values for a fixed application that is mapped on the SOC architecture. Our approach extensively prunes the potentially large configuration space by taking advantage of parameter dependencies. We have successfully applied our technique to explore Pareto-optimal configurations of our SOC architecture for a number of applications.
منابع مشابه
System - Level Exploration for Pareto - Optimal Configurations in Parameterized System - on - a - Chip ( December 2002 )
—In this work, we provide a technique for efficiently exploring the power/performance design space of a parameterized system-on-a-chip (SOC) architecture to find all Pareto-optimal configurations. These Pareto-optimal configurations will represent the range of power and performance tradeoffs that are obtainable by adjusting parameter values for a fixed application that is mapped on the SOC arch...
متن کاملSystem-level Exploration for Pareto-optimal Configurations in Parameterized Systems-on-a-chip
In this work, we provide a technique for efficiently exploring the configuration space of a parameterized system-on-a-chip (SOC) architecture to find all Pareto-optimal configurations. These configurations represent the range of meaningful power and performance tradeoffs that are obtainable by adjusting parameter values for a fixed application mapped onto the SOC architecture. Our approach exte...
متن کاملAn Evolutionary Approach for Pareto-optimal Configurations in SOC Platforms
One of the most important problems in SOC platforms design is that of defining strategies for tuning the parameters of a parameterized system so as to obtain the Pareto-optimal set of configurations that provide multi-criteria optimisation. The paper proposes a methodology based on evolutionary techniques for exploration of the range of possible configurations of a parameterized system [1]. A h...
متن کاملA Flexible Framework for Fast Multi-objective Design Space Exploration of Embedded Systems
The evaluation of the best system-level architecture in terms of energy and performance is of mainly importance for a broad range of embedded SOC platforms. In this paper, we address the problem of the efficient exploration of the architectural design space for parameterized microprocessor-based systems. The architectural design space is multi-objective, so our aim is to find all the Pareto-opt...
متن کاملTuning Methodologies for Parameterized Systems Design
In this paper we present some new solutions for design space exploration of parameterized systems. The approaches use multi-objective optimisation techniques based on the concept of Pareto-optimality to determine the power/performance trade-off front for a highly parametric system-on-a-chip for digital camera applications. The approaches used are purely heuristic, genetic algorithm-based and a ...
متن کامل