Title :
HW/SW codesign incorporating edge delays using dynamic programming
Author :
Bhasyam, Karthikeyan ; Bazargan, Kia
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Minnesota, Minneapolis, MN, USA
Abstract :
We present an algorithm based on dynamic programming to perform the HW/SW partitioning and scheduling of a given task graph for minimum latency subject to resource constraint. The major contribution of this paper is to consider the edge communication delays in the dynamic programming solution of the problem. The algorithm has a polynomial run time complexity on trees. We also introduce a pruning technique to reduce the runtime of the worst-case scenario of directed acyclic graphs (DAGs). The algorithm has been implemented and the results are reported. A very fast quality heuristic is also proposed and implemented to provide good solutions in negligible run time.
Keywords :
dynamic programming; genetic algorithms; hardware-software codesign; directed acyclic graphs; dynamic programming; edge delays; hardware-software codesign; hardware-software partitioning; polynomial run time complexity; pruning technique; resource constraint; task graph scheduling; Costs; Data flow computing; Delay; Dynamic programming; Dynamic scheduling; Flow graphs; Heuristic algorithms; Partitioning algorithms; Runtime; Scheduling algorithm;
Conference_Titel :
Digital System Design, 2003. Proceedings. Euromicro Symposium on
Conference_Location :
Belek-Antalya, Turkey
Print_ISBN :
0-7695-2003-0
DOI :
10.1109/DSD.2003.1231945