Title :
A 2-D parallel convex hull algorithm with optimal communication phases
Author :
Zhou, Jieliang ; Deng, Xiaotie ; Dymond, Patrick
Author_Institution :
Dept. of Comput. Sci., York Univ., Toronto, Ont., Canada
Abstract :
We investigate the problem of finding the two-dimensional convex hull of a set of points on a coarse-grained parallel computer. Recently Goodrich has devised a parallel sorting algorithm for n items on P processors which achieves an optimal number of communication phases for all ranges of P⩽n. Ferreira et al. have recently introduced a deterministic convex hull algorithm with a constant number of communication phases for n and P satisfying n⩾P1+ε. Here we obtain a new parallel 2-D convex hull algorithm with an optimal bound on number of communication phases for all values of P⩽n while maintaining optimal local computation time
Keywords :
communication complexity; computational complexity; computational geometry; parallel algorithms; coarse-grained parallel computer; communication phases; convex hull; deterministic convex hull; optimal bound; optimal communication phases; optimal local computation time; parallel convex hull algorithm; Algorithm design and analysis; Bridges; Computer science; Concurrent computing; Costs; Merging; Parallel algorithms; Parallel machines; Phase change random access memory; Sorting;
Conference_Titel :
Parallel Processing Symposium, 1997. Proceedings., 11th International
Conference_Location :
Genva
Print_ISBN :
0-8186-7793-7
DOI :
10.1109/IPPS.1997.580962