| 1. |
- Thoman, Peter, et al.
(författare)
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A taxonomy of task-based parallel programming technologies for high-performance computing
- 2018
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Ingår i: Journal of Supercomputing. - : SPRINGER. - 0920-8542 .- 1573-0484. ; 74:4, s. 1422-1434
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Tidskriftsartikel (refereegranskat)abstract
- Task-based programming models for shared memory-such as Cilk Plus and OpenMP 3-are well established and documented. However, with the increase in parallel, many-core, and heterogeneous systems, a number of research-driven projects have developed more diversified task-based support, employing various programming and runtime features. Unfortunately, despite the fact that dozens of different task-based systems exist today and are actively used for parallel and high-performance computing (HPC), no comprehensive overview or classification of task-based technologies for HPC exists. In this paper, we provide an initial task-focused taxonomy for HPC technologies, which covers both programming interfaces and runtime mechanisms. We demonstrate the usefulness of our taxonomy by classifying state-of-the-art task-based environments in use today.
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| 2. |
- Thoman, Peter, et al.
(författare)
-
A Taxonomy of Task-Based Technologies for High-Performance Computing
- 2018
-
Ingår i: PARALLEL PROCESSING AND APPLIED MATHEMATICS (PPAM 2017), PT II. - Cham : SPRINGER INTERNATIONAL PUBLISHING AG. - 9783319780542 ; , s. 264-274
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Konferensbidrag (refereegranskat)abstract
- Task-based programming models for shared memory - such as Cilk Plus and OpenMP 3 - are well established and documented. However, with the increase in heterogeneous, many-core and parallel systems, a number of research-driven projects have developed more diversified task-based support, employing various programming and runtime features. Unfortunately, despite the fact that dozens of different task-based systems exist today and are actively used for parallel and high-performance computing, no comprehensive overview or classification of task-based technologies for HPC exists. In this paper, we provide an initial task-focused taxonomy for HPC technologies, which covers both programming interfaces and runtime mechanisms. We demonstrate the usefulness of our taxonomy by classifying state-of-the-art task-based environments in use today.
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