3Enabling the HPC and Artificial Intelligence Cross-Stack Convergence at the Exascale Level

Alberto Scionti, Paolo Viviani, Giacomo Vitali, Chiara Vercellino, Olivier Terzo

DOI: 10.1201/9781003176664-3

Contents

  1. 3.1Introduction
  2. 3.2The Rise of Convergent Infrastructures
  3. 3.3The ACROSS Approach to the HPC, Big Data, and AI Convergence
  4. 3.3.1Heterogeneous Infrastructural Support
  5. 3.3.2The Management of the Convergent Platform
  6. 3.4Related Works
  7. 3.5Conclusions
  8. Acknowledgment
  9. Bibliography

Boundaries between scientific and industrial application domains (machine learning (ML) and deep learning (DL), big-data, HPC simulations) and between types of infrastructures (HPC– supercomputers, cloud computing) is becoming ever less defined. This is the result, ...

Get HPC, Big Data, and AI Convergence Towards Exascale now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.

Start your free trial