Title :
Multi-objective design space exploration methodologies for platform based SOCs
Author :
Talarico, Claudio ; Rodriguez-Marek, Esteban ; Koh, Min-Sung
Author_Institution :
Sch. of Comput. & Eng. Sci., Electr. Eng., Eastern Washington Univ., Cheney, WA
Abstract :
This paper presents a new strategy for design space exploration (DSE) of system-on-chip (SOC) platforms. The solution adopted uses a multi-objective optimization technique based on the concept of Pareto-optimality. The approach is purely heuristic and is a variation of the "simulated annealing" algorithm. To illustrate and validate our methodology the algorithm was used to design a highly parameterized SOC architecture based on a MIPS processor. The performance metrics used to assess the quality of the numerous design alternatives explored are power consumption and execution time. The results obtained demonstrate the robustness of the proposed method both in terms of design time and accuracy
Keywords :
Pareto optimisation; integrated circuit design; simulated annealing; system-on-chip; MIPS processor; Pareto optimality; minimal state processing search; multiobjective design space exploration; multiobjective optimization; parameterized SOC architecture; performance metrics assessment; simulated annealing; system-on-chip; Computational modeling; Design automation; Design engineering; Design methodology; Energy consumption; Measurement; Simulated annealing; Space exploration; System-on-a-chip; Very large scale integration;
Conference_Titel :
Engineering of Computer Based Systems, 2006. ECBS 2006. 13th Annual IEEE International Symposium and Workshop on
Conference_Location :
Potsdam
Print_ISBN :
0-7695-2546-6
DOI :
10.1109/ECBS.2006.53