Title :
Parallel graph algorithms based upon broadcast communications
Author :
Yang, Chang-Biau ; Lee, R.C.T. ; Chen, Wen-Tsuen
Author_Institution :
Inst. of Comput. Sci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
fDate :
12/1/1990 12:00:00 AM
Abstract :
Some common guidelines that can be used to design parallel algorithms under the single-channel broadcast communication model are presented. Several graph problems are solved, including topological ordering, the connected component problem, breadth-first search, and depth-first search. If an ideal conflict resolution scheme is used, all of the algorithms require O(n) time by using n processors. Under such a situation, the algorithms are all optimal. If a realistic conflict resolution is used, the algorithms require O(n log n) time by using n/log n processors. For both cases, all of the algorithms achieve optimal speedups
Keywords :
message switching; packet switching; parallel algorithms; breadth-first search; broadcast communications; connected component problem; depth-first search; parallel graph algorithms; single-channel broadcast communication model; topological ordering; Algorithm design and analysis; Broadcasting; Computer science; Councils; Guidelines; Multiprocessing systems; Parallel algorithms; Protocols; Sorting; Vehicles;
Journal_Title :
Computers, IEEE Transactions on