DocumentCode
792792
Title
The master-slave paradigm with heterogeneous processors
Author
Beaumont, Olivier ; Legrand, Arnaud ; Robert, Yves
Author_Institution
CNRS, Talence, France
Volume
14
Issue
9
fYear
2003
Firstpage
897
Lastpage
908
Abstract
We revisit the master-slave tasking paradigm in the context of heterogeneous processors. We assume that communications are handled by a bus and, therefore, at most one communication can take place at a given time step. We present a polynomial algorithm that gives the optimal solution when a single communication is needed before the execution of the tasks on the slave processors. When communications are required both before and after the processing of the tasks, we show that the problem is strongly NP-complete. In this case, we present a guaranteed approximation algorithm. Finally, we present asymptotically optimal algorithms when communications are required before the processing of each task, or both before and after the processing of each task.
Keywords
computational complexity; multiprocessing systems; optimisation; processor scheduling; NP-complete; asymptotically optimal algorithms; guaranteed approximation algorithm; heterogeneous processors; master-slave tasking paradigm; polynomial algorithm; slave processors; task execution; Approximation algorithms; Centralized control; Communication system control; Context; Hardware; Inductors; Master-slave; Polynomials; Process control; Random number generation;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2003.1233712
Filename
1233712
Link To Document