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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. 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.
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