2021 High Performance Computing Lecture 12 HPC Interdisciplinary Applications Part1
This course is an introduction to High Performance Computing (HPC). It includes lectures and practicals covering topics such as UNIX and SSH, C programming and scheduling, parallel programming with MPI and OpenMP, hybrid programming and patterns, debugging and profiling and performance analysis, accelerators and graphical processing units, parallel and scalable machine and deep learning, distributed deep learning, health and neurosciences and interdisciplinary applications. It provides a comprehensive view of the fundamentals and advanced techniques of HPC.
Overview
Syllabus
2021 High Performance Computing Lecture 0 Prologue Part1 .
2021 High Performance Computing Lecture 0 Prologue Part2 .
2021 High Performance Computing Practical Lecture 0.1 Short Introduction to UNIX and SSH Part1 .
2021 High Performance Computing Practical Lecture 0.1 Short Introduction to UNIX and SSH Part2 .
2021 High Performance Computing Lecture 1 High Performance Computing Part1 .
2021 High Performance Computing Lecture 1 High Performance Computing Part2 .
2021 High Performance Computing Practical Lecture 1.1 Intro C Programming and Scheduling Part1 .
2021 High Performance Computing Practical Lecture 1.1 Intro C Programming and Scheduling Part2 .
2021 High Performance Computing Lecture 2 Parallel Programming with MPI Part1 .
2021 High Performance Computing Lecture 2 Parallel Programming with MPI Part2 .
2021 High Performance Computing Practical Lecture 2.1 MPI Messages & Collectives Part1 .
2021 High Performance Computing Practical Lecture 2.1 MPI Messages & Collectives Part2 .
2021 High Performance Computing Lecture 3 Parallelization Fundamentals Part1 .
2021 High Performance Computing Lecture 3 Parallelization Fundamentals Part2 .
2021 High Performance Computing Lecture 4 Advanced MPI Techniques Part1 .
2021 High Performance Computing Lecture 4 Advanced MPI Techniques Part2 .
2021 High Performance Computing Practical Lecture 5.1 MPI Communicators & Data Structures Part1 .
2021 High Performance Computing Practical Lecture 5.1 MPI Communicators & Data Structures Part2 .
2021 High Performance Computing Lecture 6 Parallel Programming with OpenMP Part1 .
2021 High Performance Computing Practical Lecture 6.1 OpenMP Parallel Programming Part1 .
2021 High Performance Computing Practical Lecture 6.1 OpenMP Parallel Programming Part2 .
2021 High Performance Computing Lecture 7 Hybrid Programming and Patterns Part1 .
2021 High Performance Computing Lecture 7 Hybrid Programming and Patterns Part2 .
2021 High Performance Computing Lecture 8 Debugging and Profiling and Performance Analysis Part1 .
2021 High Performance Computing Lecture 8 Debugging and Profiling and Performance Analysis Part2 .
2021 High Performance Computing Lecture 9 Accelerators and Graphical Processing Units Part1 .
2021 High Performance Computing Lecture 9 Accelerators and Graphical Processing Units Part2 .
2021 High Performance Computing Lecture 10 Parallel and Scalable Machine and Deep Learning Part1 .
2021 High Performance Computing Practical Lecture 10.1 Deep Learning driven by Big Data Part1 .
2021 High Performance Computing Lecture 10 Parallel and Scalable Machine and Deep Learning Part2 .
2021 High Performance Computing Practical Lecture 10.1 Deep Learning driven by Big Data Part2 .
2021 High Performance Computing Practical Lecture 10.2 Distributed Deep Learning Part1 .
2021 High Performance Computing Practical Lecture 10.2 Distributed Deep Learning Part2 .
2021 High Performance Computing Lecture 11 HPC Applications in Health and Neurosciences Part1 .
2021 High Performance Computing Lecture 11 HPC Applications in Health and Neurosciences Part2 .
Taught by
Prof Dr - Ing Morris Riedel
Tags
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