20–24 May 2024
Park Hotel Cala di Lepre
Europe/Rome timezone

Developing Artificial Intelligence in the Cloud: the AI_INFN platform

23 May 2024, 09:25
25m
Sala Meeting "Le Saline" (Park Hotel Cala di Lepre)

Sala Meeting "Le Saline"

Park Hotel Cala di Lepre

Via Cala di Lepre 07020 Palau (SS) Italia
Presentazione orale Tecnologie ICT (Harware e Software) Sessione "Tecnologie ICT Hardware e Software"

Speaker

Rosa Petrini (Istituto Nazionale di Fisica Nucleare)

Description

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 diversity of the research activities of the Institute. AI_INFN evolves the Virtual-Machine-based model towards a more flexible platform built on top of Kubernetes. This is meant to be a composable toolkit and currently features: JWT-based authentication, JupyterHub multitenant interface, distributed filesystem, customizable conda environments, and a specialized monitoring and accounting system. Last but not least, the platform is an enabler to implement the offloading mechanism based on Virtual Kubelet and interLink API, a synergy with InterTwin. Preliminary results and applications will be presented.

Primary authors

Lucio Anderlini (Istituto Nazionale di Fisica Nucleare) Giulio Bianchini (Istituto Nazionale di Fisica Nucleare) Diego Ciangottini (INFN Perugia) Stefano Dal Pra (Istituto Nazionale di Fisica Nucleare) Rosa Petrini (Istituto Nazionale di Fisica Nucleare) Daniele Spiga (Istituto Nazionale di Fisica Nucleare)

Presentation materials