March 29, 2022, 9:49 a.m.
Faculty seminar 1.04 - Wolfgang Nagel ''Artificial Intelligence, Data Analytics and High Performance Computing''
We cordially invite to our faculty seminar. Our guest will be Prof. Wolfgang Nagel (Director of the Center for Information Services and High Performance Computing (ZIH), Technische Universität Dresden).
When: Friday, 1 April, 12.15
Where: Institute of Computer Science, room 119
Title: Data Analytics and AI on HPC Systems: TU Dresden and the Challenges Ahead
Methods and techniques of Artificial Intelligence (AI) and Machine Learning (ML) have been investigated for decades in pursuit of a vision where computers can mimic human intelligence. In recent years, these methods have become more mature and, in some specialized applications, evolved to super-human abilities, e.g. in image recognition or in games such as Chess and Go. Nonetheless, formidable questions remain in the area of fundamental algorithms, training data usage, or explainability of results, to name just a few. The AI – and especially the ML – developments have been boosted by powerful HPC-Systems, mainly driven by the GPU architectures built in in many if not most HPC systems these days. The talk will explain the challenges of integrating AI and HPC into ‘monolithic’ systems. And it will provide a broad overview of what impact the availability of such systems will have on the science system.
After the talk you are invited to coffee and cake.