1. Solving the applied tasks using the heterogeneous computing systems
- Author
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T. E. Loshchukhina and V. A. Dorofeev
- Subjects
parallel algorithm ,hybrid technology ,heterogeneous computing ,graph model ,synchronizing methods ,Engineering geology. Rock mechanics. Soil mechanics. Underground construction ,TA703-712 - Abstract
The urgency of the discussed issue is caused by the wide spreading of graphics processors and the ability to use them to improve the performance by parallel computing. The main aim of the study is to identify the positive and negative aspects of using the heterogeneous parallel computing systems for solving non-traditional, i.e. non-graphics tasks involved in application level of information systems; to a analyze several hybrid parallel computing technologies and to review the practical example of heterogeneous computing usage. The methods used in the study: algorithm for finding the optimal route implementation on the selected computing devices, evaluation of the performance of each implementation. The results: The authors have studied the dependence of the performance of the algorithm for finding optimal route on a number of the original graph nodes and the number of computing devices; they developed the algorithm for updating the working group at the source buffer dimension that is not multiple to the group dimension.
- Published
- 2019