Title :
On the optimal blocking factor for blocked, non-overlapped multiprocessor schedules
Author :
Murthy, Praveen K. ; Lee, Edward A.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
fDate :
31 Oct-2 Nov 1994
Abstract :
This paper addresses the issue of determining the blocked non-overlapped multiprocessor schedule of optimal blocking factor for signal processing programs expressed as synchronous dataflow (SDF) graphs. The main result of this paper is a graph-theoretic characterization of the behavior of the critical path in the precedence graph of blocking factor J as J is increased. We show that the asymptotic behavior is cyclic in the following sense: there exist constants T and ρ such that the critical path in the precedence graph of blocking factor J+ρ has weight given by CP(J+ρ)=CP(J)+pλ ∀J>T (Eq 1) Where λ is the maximum cycle mean in the original graph, and ρ is an integer computable from the graph
Keywords :
data flow graphs; multiprocessing programs; processor scheduling; resource allocation; signal processing; asymptotic behavior; blocked nonoverlapped multiprocessor schedules; blocking factor; graph-theoretic characterization; optimal blocking factor; precedence graph; signal processing programs; synchronous dataflow graphs; Delay effects; Digital signal processing; Dynamic programming; Heuristic algorithms; Polynomials; Processor scheduling; Signal processing; Throughput; Upper bound;
Conference_Titel :
Signals, Systems and Computers, 1994. 1994 Conference Record of the Twenty-Eighth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-6405-3
DOI :
10.1109/ACSSC.1994.471620