학술논문

Integer sorting algorithms for coarse-grained parallel machines
Document Type
Conference
Source
Proceedings Fourth International Conference on High-Performance Computing High-performance computing High-Performance Computing, 1997. Proceedings. Fourth International Conference on. :159-164 1997
Subject
Computing and Processing
Sorting
Parallel machines
Polynomials
Costs
User-generated content
Multiprocessor interconnection networks
Hypercubes
Computational Intelligence Society
Contracts
Subcontracting
Language
Abstract
Integer sorting is a subclass of the sorting problem where the elements have integer values and the largest element is polynomially bounded in the number of elements to be sorted. It is useful for applications in which the size of the maximum value of element to be sorted is bounded. In this paper, we present a new distributed radix-sort algorithm for integer sorting. The structure of our algorithm is similar to radix sort except that it typically requires less number of communication phases. We present experimental results for our algorithm on two distributed memory multiprocessors, the Intel Paragon and the Thinking machine CM-5. These results are compared with two other well known practical parallel sorting algorithms based on radix sort and sample sort. The experimental results show that the distributed radix-sort is competitive with the other two algorithms.