| Contact | Julian Kunkel, Jonathan Decker | ||
| Location | Virtual | ||
| Time | Thursday 14:15-15:45 | ||
| Language | English or German (individual presentation) | ||
| Module | M.Inf.1238: Scalable Computing Systems and Applications in AI, BigData and HPC | ||
| SWS | 3 | ||
| Credits | 5 | ||
| Contact time | 42 hours | ||
| Independent study | 108 hours |
As part of this seminar, you will create a presentation, work on a small-scale practical project and write a report revolving around a research topic in German or English (your choice!). Therefore, you will meet regularly with an assigned supervisor and work towards the presentation, practical project and report. You will first select a topic and a use case related to the overall topic of the course. Then, during the term you will prepare a presentation to introduce the topic and the state of the art. Next, you will realize a small-scale project by practically working on your topic. This includes evaluating performance and scalability, as well as analyzing and quantifying the contribution of your topic or tool. Finally, you present your results in another presentation.
The presentation time is 25 minutes (plus discussion) for each presentation. A short report describing your work in the practical project is expected (max 15 pages).
Please note that we plan to record sessions (lectures and seminar talks) with the intent of providing the recordings via BBB to other students but also to publish and link the recordings on YouTube for future terms. If you appear in any of the recordings via voice, camera or screen share, we need your consent to publish the recordings. See also this Slide.
This is the list of topics that we will assign to students during the first meeting. You will have some room for developing the topic into the direction of your choice. Feel free to propose your own great topic.
The exam is conducted as part of the final presentation (30% of the mark) and the report (70%). The (ungraded) project topic presentation should cover 15 min, the final presentation should cover 25 min and the report should be 10 to 15 pages (not counting cover, toc, appendix).
| Student | Supervisor | Topic | Submissions |
| Yuvraj Singh | Ali Doost Hosseini | What is new in Tensorflow | Report Slides Code |
| Asmus Barth | Patrick Höhn | Seagate CORTX storage system | |
| Constantin Dalinghaus | Chirag Mandal | What's new with Pytorch | Report Slides |
| Henrik Jonathan Seeliger | Artur Wachtel | RUST Programming for HPC application | Report Slides |
| Sadaf Shafi | Michael B.Khani | GPU Computing with Python | Report Slides |
| Ughur Mammadzada | Tino Meisel | Scalable quantum computer simulation on HPC systems | Report Slides Code |
| Nikita Holstein | Sadgeh Keshtkar | AI and HPDA use cases for critical infrastructure from the medical and energy domains | |
| Davide Mattioli | Tino Meisel | Julia Programming Language for deep learning | Report Slides |
| Pranay Bhatia | Jonathan Decker | What's new in the Kubernetes ecosystem (SEDNA, Volcana, …) | Report Slides |
| Abdallah Abdelnaby | Giorgi Mamulashvili | DevOps strategies in HPC | Report Slides |
| Lars Quentin | Hendrik Nolte | MPI-based Creation and Benchmarking of a Dynamic Elasticsearch Cluster | Report Slides Code |