DocumentCode
746009
Title
Allocating modules to processors in a distributed system
Author
Fernández-Baca, David
Author_Institution
Dept. of Comput. Sci., Iowa State Univ., Ames, IA, USA
Volume
15
Issue
11
fYear
1989
fDate
11/1/1989 12:00:00 AM
Firstpage
1427
Lastpage
1436
Abstract
The author studies the complexity of the problem of allocating modules to processes in a distributed system to minimize total communication and execution costs. He shows that unless P=NP, there can be no polynomial-time ε-approximate algorithm for the problem, nor can there exist a local search algorithm that requires polynomial time per iteration and yields an optimum assignment. Both results hold even if the communication graph is planar and bipartite. On the positive side, it is shown that if the communication graph is a partial k -tree or an almost-tree with parameter k , the module allocation problem can be solved in polynomial time
Keywords
computational complexity; distributed processing; graph theory; P=NP; almost-tree; bipartite; communication graph; complexity; distributed system; execution costs; iteration; local search algorithm; module allocation problem; optimum assignment; partial k-tree; planar; polynomial time; polynomial-time ϵ-approximate algorithm; Cost function; Dynamic programming; Dynamic scheduling; Hardware; Helium; Interference; Monitoring; Polynomials; Processor scheduling; Tree graphs;
fLanguage
English
Journal_Title
Software Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0098-5589
Type
jour
DOI
10.1109/32.41334
Filename
41334
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