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
fDate :
11/1/1989 12:00:00 AM
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;
Journal_Title :
Software Engineering, IEEE Transactions on