Wykaz obszarów badawczych:
| Obszar badawczy | Dziedzina naukowa |
Convergence of high-performance computing and machine learning. Development of distributed programming methods, techniques and environments, with particular emphasis on machine learning solvers and their integration into classic HPC solutions used in a cluster, grid and cloud environments in relation to the complex issues of high-scale scientific computing e-Science. Algorithms and multi-scale computing systems using different heterogeneous GPU / IPU / CPU hardware solutions and environments in the multiprogramming-model mode, as well as resource management, task scheduling and optimization methods.
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Information and Communication Technology |
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