Title :
Parallel algorithms on a mesh with multiple broadcasting
Author :
Lung, Chung-Horng
Author_Institution :
Dept. of Comput. Sci., Arizona State Univ., Tempe, AZ, USA
Abstract :
Parallel algorithms on a mesh-connected computer with multiple broadcasting mechanism are presented. The solution times of these algorithms are superior to those obtained on a mesh without broadcasting or a mesh with single global broadcasting. The results show that the time required to solve even simple problems can be reduced by careful analysis and design. It is assumed that a broadcast reaches all processors in a row or a column in constant time, tb. In practice, broadcasting may take t blog n time. In this case, the time complexity for the algorithms discussed becomes O(n1 2log n). Another extension is to allow multiple access to a broadcast bus; for example, all processing elements (PEs) can broadcast a bit simultaneously. Such schemes are physically realizable. Thus the sum of a row of PEs can be found in O(m) steps, where m is the length of the words. Therefore the time required for sorting n elements and selecting the kth largest number on an n×n mesh with such schemes can be further reduced
Keywords :
parallel algorithms; parallel machines; sorting; PEs; constant time; mesh-connected computer; multiple access; multiple broadcasting mechanism; parallel algorithms; processing elements; sorting; time complexity; Broadcasting; Computational modeling; Computer architecture; Computer science; Image processing; Lungs; Parallel algorithms; Sorting; Time factors; Very large scale integration;
Conference_Titel :
Applied Computing, 1990., Proceedings of the 1990 Symposium on
Conference_Location :
Fayetteville, AR
Print_ISBN :
0-8186-2031-5
DOI :
10.1109/SOAC.1990.82146