Title :
An automatic design space exploration framework for multicore architecture optimizations
Author :
Calborean, Horia ; Vintan, Lucian
Author_Institution :
Adv. Comput. Archit. & Process. Syst. Res. Lab., Lucian Blaga Univ. of Sibiu, Sibiu, Romania
Abstract :
During the last years, especially due to the computing systems complexity growth, the need for tools which perform automatic design space exploration becomes more and more stringent. This paper presents a new initiated project having as the main aim developing a software tool, called FADSE (Framework for Automatic Design Space Exploration), that comes to meet this need. It is intended to provide out-of-the-box algorithms capable of solving single and multiobjective optimization problems. It focuses on automatic design space exploration for multicore and manycore systems. This tool is intended to be flexible, to provide easy development and portability.
Keywords :
Ant colony optimization; Computer architecture; Design optimization; Heuristic algorithms; Machine learning algorithms; Microarchitecture; Multicore processing; Software design; Software tools; Space exploration; Automatic design space exploration; multicore and manycore architectures; software framework;
Conference_Titel :
Roedunet International Conference (RoEduNet), 2010 9th
Conference_Location :
Sibiu, Romania
Print_ISBN :
978-1-4244-7335-9
Electronic_ISBN :
2068-1038