MATLAB in HPC
NHR Tutorial (Hybrid)
MATLAB is a programming and numeric computing platform used by millions of engineers and scientists to analyze data, develop algorithms, and create models. It is developed by MathWorks, the leading developer of mathematical computing software for engineers and scientists. TU Dresden provides all staff and students with free campus-wide MATLAB access, including dedicated toolboxes for various applications.
With MATLAB and the MATLAB Parallel Server researchers can use the familiar MATLAB environment to run computationally intensive MATLAB programs efficiently on computer clusters. This event will introduce participants who are familiar with the MATLAB environment to the MATLAB Parallel Server and show how to run batch jobs, parallel computations and provide an understanding of the caveats in running in a cluster environment. The event will also show how to use the built-in capabilities for Machine Learning in MATLAB using the MATLAB Parallel Server and show how to do deep learning with MATLAB using modern GPUs on a cluster computer through the MATLAB Parallel Server. In addition, one module will be dedicated to the interoperability of MATLAB with the Python programming language.
The NHR course series is divided into different modules as follows. Details are listed below
10.04.2024 - Module 1 - Amplifying Research Impact with MATLAB and Python
11.04.2024 - Module 2 - Parallel Computing with MATLAB on the Cluster
12.04.2024 - Module 3 - Clean Code Practices with MATLAB for Sustainable Research Software
12.04.2024 - Module 4 – Deep Learning with MATLAB on the Cluster
Handouts
The course material (slides, sample application) will be available.
Further Information
Course language: English
Cost: The course is free of charge.
Target group: The workshop series is open to all researchers with an interest in leveraging the power of computer clusters through MATLAB. The workshop series assumes a basic working knowledge of MATLAB. Module 4 also assumes a basic working knowledge of the Python programming language.
Venue:
Zentrum für Informationsdienste und Hochleistungsrechnen (ZIH), TU Dresden
Willers-Bau, PC-Pool WIL-A119, 0. Etage
Zellescher Weg 12
01069 Dresden
Deutschland
If you have any further questions, please contact Anja Gerbes ().