Title :
A framework for fast design space exploration using fuzzy search for VLSI computing Architectures
Author :
Zeng, Zhipeng ; Sedaghat, Reza ; Sengupta, Anirban
Author_Institution :
Electr. & Comput. Eng., Ryerson Univ., Toronto, ON, Canada
fDate :
May 30 2010-June 2 2010
Abstract :
In High level Synthesis design methodology, the evaluation and selection of the optimal architecture for the system is done through a process called Design Space Exploration (DSE). This paper presents a novel framework for fast DSE using fuzzy search technique for optimizing modular computing architecture for the current generation of multi objective VLSI designs. The proposed method is able to radically reduce the number of architectural variants to be analyzed during design space exploration while simultaneously maintaining the precision required during the exploration process. Significant improvement in speedup during DSE is obtained for different benchmarks, compared to a DSE method with binary search mechanism.
Keywords :
VLSI; computer architecture; fuzzy set theory; integrated circuit design; search problems; binary search mechanism; fast design space exploration; fuzzy search; high level synthesis design methodology; modular computing architecture optimization; multiobjective VLSI designs; Computer architecture; Design engineering; Design optimization; Equations; Fuzzy set theory; Fuzzy sets; Fuzzy systems; High level synthesis; Space exploration; Very large scale integration;
Conference_Titel :
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-5308-5
Electronic_ISBN :
978-1-4244-5309-2
DOI :
10.1109/ISCAS.2010.5537940