HPC Big Data and AI Convergence Towards Exascale

<p>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.</p><p>All the chapters in this book pave the road to new generation of technologies support their development and in addition verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.</p>