Declarative Data Flow in a Graph-Based Distributed Memory Runtime System
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10766-022-00743-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8261 |
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oai:localhost:PNK-82612023-04-25T02:20:14Z Declarative Data Flow in a Graph-Based Distributed Memory Runtime System Fabian, Knorr Peter, Thoman Thomas, Fahringer HPC MPI CC BY Runtime systems can significantly reduce the cognitive complexity of scientific applications, narrowing the gap between systems engineering and domain science in HPC. One of the most important angles in this is automating data migration in a cluster. Traditional approaches require the application developer to model communication explicitly, for example through MPI primitives. Celerity, a runtime system for accelerator clusters heavily inspired by the SYCL programming model, instead provides a purely declarative approach focused around access patterns. In addition to eliminating the need for explicit data transfer operations, it provides a basis for efficient and dynamic scheduling at runtime. 2023-04-25T02:20:14Z 2023-04-25T02:20:14Z 2022 Book https://link.springer.com/article/10.1007/s10766-022-00743-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8261 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
HPC MPI |
| spellingShingle |
HPC MPI Fabian, Knorr Peter, Thoman Thomas, Fahringer Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| description |
CC BY |
| format |
Book |
| author |
Fabian, Knorr Peter, Thoman Thomas, Fahringer |
| author_facet |
Fabian, Knorr Peter, Thoman Thomas, Fahringer |
| author_sort |
Fabian, Knorr |
| title |
Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| title_short |
Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| title_full |
Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| title_fullStr |
Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| title_full_unstemmed |
Declarative Data Flow in a Graph-Based Distributed Memory Runtime System |
| title_sort |
declarative data flow in a graph-based distributed memory runtime system |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s10766-022-00743-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/8261 |
| _version_ |
1764177435774943232 |
| score |
8.891695 |