4 papers
A User-oriented Portable, Reproducible, and Scalable Software Ecosystem
Alfio Lazzaro, Utz-Uwe Haus, Sandrine Charousset +1
It is normal for scientists to perform their research on a diverse set of hardware, ranging from laptops and workstations to supercomputers and cloud resources. The standard scenar…
Evolving HPC services to enable ML workloads on HPE Cray EX
Stefano Schuppli, Fawzi Mohamed, Henrique Mendonça +10
The Alps Research Infrastructure leverages GH200 technology at scale, featuring 10,752 GPUs. Accessing Alps provides a significant computational advantage for researchers in Artifi…
Survey of adaptive containerization architectures for HPC
Tiziano Müller, Nina Mujkanovic, Juan J. Durillo +1
Containers offer an array of advantages that benefit research reproducibility and portability across groups and systems. As container tools mature, container security improves, and…
Optimising AI Training Deployments using Graph Compilers and Containers
Nina Mujkanovic, Karthee Sivalingam, Alfio Lazzaro
Artificial Intelligence (AI) applications based on Deep Neural Networks (DNN) or Deep Learning (DL) have become popular due to their success in solving problems likeimage analysis…