Title :
Mapping multiple independent synchronous dataflow graphs onto heterogeneous multiprocessors
Author :
Pino, José L. ; Parks, Thomas M. ; Lee, Edward A.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA
fDate :
31 Oct-2 Nov 1994
Abstract :
We detail a method to facilitate development of real-time applications on heterogeneous multiprocessors. We introduce a new model of computation that allows for nondeterminate communication between independent dataflow graphs. The graphs may communicate in a manner that does not introduce data dependencies between them. We examine the implications of this model, introduce the necessary communication actors, and discuss scheduling techniques for multiple independent graphs. We also illustrate this model with some examples of real-time systems that have been constructed in Ptolemy
Keywords :
data flow graphs; parallel programming; processor scheduling; resource allocation; signal processing; Ptolemy; communication actors; heterogeneous multiprocessors; independent dataflow graphs; multiple independent synchronous dataflow graphs; nondeterminate communication; real-time systems; scheduling techniques; Computational modeling; Data flow computing; Digital signal processing; Dynamic scheduling; Parallel processing; Processor scheduling; Real time systems; Runtime; Signal processing algorithms; Workstations;
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.1994.471622