Title :
Practical parallel algorithms for minimum spanning trees
Author :
Dehne, Frank ; Götz, Silvia
Author_Institution :
Sch. of Comput. Sci., Carleton Univ., Ottawa, Ont., Canada
Abstract :
We study parallel algorithms for computing the minimum spanning tree of a weighted undirected graph G with n vertices and m edges. We consider an input graph G with m/n⩾p, where p is the number of processors. For this case, we show that simple algorithms with data-independent communication patterns are efficient both in theory and in practice. The algorithms are evaluated theoretically using Valiant´s (1990) BSP model of parallel computation and empirically through implementation results
Keywords :
graph theory; parallel algorithms; trees (mathematics); BSP model; data-independent communication patterns; input graph; minimum spanning trees; parallel algorithms; parallel computation; weighted undirected graph; Algorithm design and analysis; Computational modeling; Computer science; Concurrent computing; Costs; Distributed computing; Parallel algorithms; Parallel machines; Tree graphs; User-generated content;
Conference_Titel :
Reliable Distributed Systems, 1998. Proceedings. Seventeenth IEEE Symposium on
Conference_Location :
West Lafayette, IN
Print_ISBN :
0-8186-9218-9
DOI :
10.1109/RELDIS.1998.740525