Title :
Optimal sorting algorithms on incomplete meshes with arbitrary fault patterns
Author :
Yeh, Chi-Hsiang ; Parhami, Behrooz
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
Abstract :
In this paper we propose simple and efficient algorithms for sorting on incomplete meshes. No hardware redundancy is required and no assumption is made about the availability of a complete submesh. The proposed robust sorting algorithms are very efficient when only a few processors are faulty and degrade gracefully as the number of faults increases. In particular we show that 1-1 sorting (1 key per healthy processor) in row-major or snakelike row-major order can be performed in 3n+o(n) communication and comparison steps on an n×n incomplete mesh that has an arbitrary pattern of o(√n) faulty processors. This is the fastest algorithm reported thus far for sorting in row-major and snakelike row-major orders on faulty meshes and the time complexity is quite close to its lower bound
Keywords :
computational complexity; fault tolerant computing; parallel algorithms; sorting; 1-1 sorting; arbitrary fault patterns; incomplete meshes; lower bound; optimal sorting algorithms; robust sorting algorithms; time complexity; Application software; Degradation; Fault tolerance; Hardware; Microwave integrated circuits; Redundancy; Robustness; Scalability; Sorting; Topology;
Conference_Titel :
Parallel Processing, 1997., Proceedings of the 1997 International Conference on
Conference_Location :
Bloomington, IL
Print_ISBN :
0-8186-8108-X
DOI :
10.1109/ICPP.1997.622530