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HPC in Data Science

15

Mar'22

GPU Programming – CUDA

Overview of several topics: Heterogeneous Parallel Computing; GPU Architecture; CUDA Programming; Multi-GPU programming; Multi-Dimensional Grids; Thread Execution; CUDA Memories; Global …

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15

Mar'22

OpenMP

OpenMP Introduction: comparison with MPI approach; Explaining data sharing attributes, worksharing constructs, SIMD management and OpenMP Tasks. Introduction to OpenMP …

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15

Mar'22

MPI advanced

In the MPI advanced topic you can see explanation of one-sided communication and shared memory one-sided communication. Introduction to the …

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15

Mar'22

MPI intermediate

Introduction to more intermediate/advanced MPI topics MPI such as groups and communicators, virtual topologies and derived datatypes. Introduction to the …

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15

Mar'22

MPI basics

General overview, process model and language bindings. Explanation of how to run one program on several processors, work and data …

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