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In this thesis, different aspects are considered that are necessary to make simulations on future exa-scale computing systems feasible. In this context, efficient and fault-tolerant multigrid solvers are studied on a peta-scale system to explore the current frontiers of solving large linear systems with more than ten trillion unknowns and are optimized with respect to high-performance computing. For these solvers, strategies are developed that recover in case of a process failure the lost data in the solver without overhead. In addition, these solvers serve for studying geophysical problems using real-world data.
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Massively parallel and fault-tolerant multigrid solvers on peta-scale systems, Markus Huber
- Language
- Released
- 2019
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- Title
- Massively parallel and fault-tolerant multigrid solvers on peta-scale systems
- Language
- English
- Authors
- Markus Huber
- Publisher
- Verlag Dr. Hut
- Released
- 2019
- ISBN10
- 3843939179
- ISBN13
- 9783843939171
- Category
- University and college textbooks
- Description
- In this thesis, different aspects are considered that are necessary to make simulations on future exa-scale computing systems feasible. In this context, efficient and fault-tolerant multigrid solvers are studied on a peta-scale system to explore the current frontiers of solving large linear systems with more than ten trillion unknowns and are optimized with respect to high-performance computing. For these solvers, strategies are developed that recover in case of a process failure the lost data in the solver without overhead. In addition, these solvers serve for studying geophysical problems using real-world data.