HPC, Big Data, and AI Convergence Towards Exascale Challenge and Vision

HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision
English | 2022 | ISBN: 1032009845 | 294 Pages | EPUB (True) | 21 MB
HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving performance and energy efficiency targets towards the exascale level. Emphasis is given to innovative ways of provisioning and managing resources, as well as monitoring their usage. Industrial and scientific use cases give to the reader practical examples of the needs for a cross-domain convergence.