- Tytuł:
- The GPU performance in coordination of parallel tasks in access to resource groups without conflicts
- Autorzy:
- Smoliński, M.
- Powiązania:
- https://bibliotekanauki.pl/articles/94883.pdf
- Data publikacji:
- 2017
- Wydawca:
- Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Wydawnictwo Szkoły Głównej Gospodarstwa Wiejskiego w Warszawie
- Tematy:
-
resource conflict elimination
conflict free task execution
mutual exclusion
deadlock avoidance
cooperative concurrency control
GPU massively parallel processing
SIMD control SISD
GPGPU using OpenCL - Opis:
- In high contention environments, with limited number of shared resources, elimination of resource conflicts between tasks processed in parallel is required. Execution of all tasks without resource conflicts can be achieved by preparing a proper overall schedule for all of them. The effective calculation of conflict-free execution plan for tasks provides the conflictless scheduling algorithm that is dedicated to GPU massively parallel processing. The conflictless scheduling algorithm base on rapid resource conflict detection to mutual exclusion of conflicted tasks in access to global resources and is an alternative to other task synchronization methods. This article presents the performance of modern GPU in calculations of adaptive conflictless task schedule. The performance analysis also takes into account all data transfers to and from the GPU memory in various phases of the conflictless task scheduling algorithm.
- Źródło:
-
Information Systems in Management; 2017, 6, 2; 143-153
2084-5537
2544-1728 - Pojawia się w:
- Information Systems in Management
- Dostawca treści:
- Biblioteka Nauki
Artykuł