Title :
Assignment and scheduling of real-time DSP applications for heterogeneous functional units
Author :
Shao, Zili ; Zhuge, Qingfeng ; He, Yi ; Xue, Chun ; Liu, Meilin ; Sha, Edwin H M
Author_Institution :
Dept. of Comput. Sci., Texas Univ., Dallas, TX, USA
Abstract :
Summary form only given. In high level synthesis for real-time digital signal processing (DSP) architectures using heterogeneous functional units (FUs), an important problem is how to assign a proper fit type to each operation of a DSP application and generate a schedule in such a way that all requirements can be met and the total cost can be minimized. We propose a two-phase approach to solve this problem. In the first phase, we solve heterogeneous assignment problem, i.e., how to assign a proper FU type to a DSP application such that the total cost can be minimized while the timing constraint is satisfied. In the second phase, based on the assignments obtained from the first phase, we propose a minimum resource scheduling algorithm to generate a schedule and a feasible configuration that uses as little resource as possible. We prove heterogeneous assignment problem is NP-complete and propose several algorithms to solve it. The experiments show that algorithm DFG-assign-repeat is the best that gives a reduction of 25.7% on total cost compared with the previous work.
Keywords :
computational complexity; digital signal processing chips; processor scheduling; real-time systems; resource allocation; NP-complete problem; heterogeneous functional units; high level synthesis; real-time DSP application; resource scheduling algorithm; timing constraint; two-phase approach; Application software; Computer science; Cost function; Digital signal processing; Helium; High level synthesis; Processor scheduling; Scheduling algorithm; Signal processing algorithms; Timing;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN :
0-7695-2132-0
DOI :
10.1109/IPDPS.2004.1302986