HPC, Big Data, and AI Convergence Towards Exascale

Released on by Olivier Terzo
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  • HPC, Big Data, and AI Convergence Towards Exascale Book Detail

  • Author : Olivier Terzo
  • Release Date : 2022-01-14
  • Publisher : CRC Press
  • Genre : Computers
  • Pages : 276
  • ISBN 13 : 100048517X
  • File Size : 76,76 MB
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HPC, Big Data, and AI Convergence Towards Exascale by Olivier Terzo PDF Summary

Book Description: 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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Euro-Par 2022: Parallel Processing

Euro-Par 2022: Parallel Processing

File Size : 95,95 MB
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This book constitutes the proceedings of the 33rd International Conference on Parallel and Distributed Computing, Euro-Par 2022, held in GLasgow, UK, in August