The EuroHPC Joint Undertaking has installed three leadership-class supercomputers. We will discuss one of these systems, LUMI, located in Kajaani, Finland. LUMI is currently the fastest supercomputer in Europe and in general one of the most powerful and advanced computing systems in the world. In this talk, I will present the technical architecture of the LUMI infrastructure and its status,...
The INFN CSN5-funded project AI_INFN ("Artificial Intelligence at INFN") aims at fostering the adoption of ML and AI within INFN by providing support on multiple aspects, including the provision of state-of-the-art hardware for AI and ML, leveraging on cloud native solutions in the context of INFN Cloud, to share hardware accelerators as effectively as possible without compromising on the...
This presentation delves into the importance of the EuroHPC Joint Undertaking and the supercomputing resources it provides for European users from industry, science and public administration. In particular, it highlights the LUMI supercomputer, ranked 5th on the recent Top500 list of the fastest supercomputers, making it the fastest supercomputer in Europe. The EuroCC2 project is also...
In recent years, Field Programmable Gate Array technology has gained momentum in the HPC sector as the abundance of configurable resources and high-level development tools allow to implement complex algorithmics. Unique features of this technology such as adaptable computing, pipelined processing and integrated high-speed transceivers provide means to compete with classic CPUs or GPUs in...
Most of the methods of the intrusion detection systems for cybersecurity threats detection in computer networks are based on traffic flow characteristics. However, this approach may not fully exploit the potential of deep learning algorithms to directly extract features from raw packets. Moreover, it impedes real-time monitoring due to the necessity of waiting for the processing pipeline to...
