Title :
Efficient algorithms for list ranking and for solving graph problems on the hypercube
Author :
Ryu, Kwan Woo ; JáJá, Joseph
Author_Institution :
Inst. for Adv. Comput. Studies, Maryland Univ., College Park, MD, USA
fDate :
1/1/1990 12:00:00 AM
Abstract :
A hypercube algorithm to solve the list ranking problem is presented. Let n be the length of the list, and let p be the number of processors of the hypercube. The algorithm described runs in time O(n/p) when n=Ω(p 1+ε) for any constant ε>0, and in time O(n log n/p+log3 p) otherwise. This clearly attains a linear speedup when n=Ω(p 1+ε). Efficient balancing and routing schemes had to be used to achieve the linear speedup. The authors use these techniques to obtain efficient hypercube algorithms for many basic graph problems such as tree expression evaluation, connected and biconnected components, ear decomposition, and st-numbering. These problems are also addressed in the restricted model of one-port communication
Keywords :
computational complexity; graph theory; parallel algorithms; sorting; basic graph problems; biconnected components; ear decomposition; graph algorithms; graph problems; hypercube algorithm; hypercube algorithms; linear speedup; list ranking; load balancing; one-port communication; sorting; st-numbering; tree expression evaluation; Computer architecture; Ear; Hypercubes; Joining processes; Load management; Parallel machines; Pipeline processing; Routing; Topology; Tree graphs;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on