Title :
A Hybrid Engine for the Placement of Domain-Specific Reconfigurable Arrays
Author :
On Fung, Wing ; Arslan, Tughrul ; Khawam, Sami
Author_Institution :
Univ. of Edinburgh, Edinburgh
Abstract :
Rapid-prototyping of commercial devices and the demanding requirements for flexible hardware in mobile applications have driven the raise of reconfigurable hardware. The adaptation of CAD design tool is essential for the development of these arrays. While the performance of conventional FPGAs is limited by their predefined architecture, domain- specific reconfigurable arrays target a set of similar applications and their architectures can be tailored to maximize performance within the domain. This paper describes the placement problem for such arrays. It reviews the difficulties encountered implementing genetic algorithm based placement in a previous attempt and presents a hybrid approach by combining genetic algorithm and simulated annealing. The placement algorithm took account of wirelength, pin locations of each block and aims to minimise the total routing resource of the target circuits. It was successfully tested against two set of domain-specific architectures implementing DCT and Algebraic Codebook Search. Its performance was also accessed against five large benchmark circuits in the literature and the results shows significant improvement over the previous approach.
Keywords :
application specific integrated circuits; field programmable gate arrays; genetic algorithms; logic CAD; network routing; simulated annealing; CAD design tool; algebraic codebook search; application specific integrated circuits; domain-specific reconfigurable arrays; field programmable gate arrays; genetic algorithms; mobile applications; pin locations; simulated annealing; total routing resource; Adaptive arrays; Circuit simulation; Circuit testing; Design automation; Engines; Field programmable gate arrays; Genetic algorithms; Hardware; Routing; Simulated annealing;
Conference_Titel :
Adaptive Hardware and Systems, 2007. AHS 2007. Second NASA/ESA Conference on
Conference_Location :
Edinburgh
Print_ISBN :
978-0-7695-2866-3