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020 _a9781032009841
022 _l9781032009841
041 _aeng
082 _a004.11
_bTER
100 _aTerzo, Olivier
_9674340
_eED
245 _aHPC Big Data and AI Convergence Towards Exascale Challenge and Vision
250 _a1st
260 _aBoca Raton, FL :
_bCRC Press,
_c©2022
300 _aXXVII, 293 p.
_b: ill
500 _aBiography Olivier Terzo is currently the Head of the ACA Advance Computing and Applications Research Area with a staff of 16 Reseaerchers at the LINKS Foundation Research Center (Italy). Jan Martinovic is currently the Head of the Advanced Data Analysis and Simulations Lab at IT4Innovations National Supercomputing Center.
504 _aYY
520 _aSUMMARY: 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.
650 0 _9674480
_aExascale Computing
650 0 _9614
_aBig Data
650 0 _9161081
_aArtificial Intelligence
700 _eED
_aMartinovic, Jan
_9674481
856 _yWEB LINK
_uhttps://www.routledge.com/HPC-Big-Data-and-AI-Convergence-Towards-Exascale-Challenge-and-Vision/Terzo-Martinovic/p/book/9781032009841#
856 _yTOC
_uhttps://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781032009841.pdf
942 _2ddc
_cBOO
999 _c701443
_d701443