Title :
Efficient parallel and distributed topological sort algorithms
Author :
Ma, Jun ; Iwama, Kazuo ; Takaoka, Tadao ; Gu, Qian-Ping
Author_Institution :
Dept. of Comput. Sci., Shandong Univ., Jinan, China
Abstract :
In this paper, we give efficient parallel and distributed algorithms for the topological sort problem on acyclic graphs with n vertices. Our parallel algorithm solves the problem on a CREW PRAM in O(log2 n) time with O(M(n)/log n) processors, where M(n) denotes the number of processors needed to multiply two n×n integer matrices over the integer ring. The best known upper bound of M(n) is O(n2.376). The parallel algorithm can also solve the problem on processor arrays with reconfigurable bus systems in O(1) time and O(n3) processors. Our distributed algorithm solves the topological sort problem of an arbitrary asynchronous network with communication complexity O(n2)
Keywords :
computational complexity; distributed algorithms; graph theory; parallel algorithms; sorting; topology; CREW PRAM; acyclic graphs; arbitrary asynchronous network; distributed topological sort algorithms; integer matrices; parallel topological sort algorithms; reconfigurable bus systems; Complexity theory; Computational modeling; Computer science; Distributed algorithms; Distributed computing; Phase change random access memory; Shortest path problem; Software; Upper bound;
Conference_Titel :
Parallel Algorithms/Architecture Synthesis, 1997. Proceedings., Second Aizu International Symposium
Conference_Location :
Aizu-Wakamatsu
Print_ISBN :
0-8186-7870-4
DOI :
10.1109/AISPAS.1997.581703