Hpc, Big Data, and AI Convergence Towards Exascale: Challenge and Vision

Terzo, Olivier, Martinovič, Jan

Hpc, Big Data, and AI Convergence Towards Exascale: Challenge and Vision
  • 出版商: CRC
  • 出版日期: 2024-01-29
  • 售價: $2,560
  • 貴賓價: 9.5 折 $2,432
  • 語言: 英文
  • 頁數: 294
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032009918
  • ISBN-13: 9781032009919
  • 相關分類: 人工智慧、大數據 Big-data

    • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

《HPC、大數據、人工智慧朝向超級計算機的融合》提供了對於高性能計算（HPC）、雲端、大數據和人工智慧（AI）領域之間融合的最先進的計算、儲存和互連技術的最新視野。通過介紹最近成立的H2020歐洲項目中所設計的解決方案，本書提供了整合這些技術以實現超級計算機級別的性能和能源效率目標所面臨的挑戰。重點介紹了創新的資源供應和管理方式，以及監控其使用情況。工業和科學應用案例為讀者提供了跨領域融合的實際需求的實例。

本書的所有章節都為新一代技術鋪平了道路，支持其發展，並在實際問題上對其進行驗證。讀者會發現本書很有用，因為它提供了目前可用的與統一的雲端-HPC-大數據-AI應用概念相符的技術概述，並呈現了它們在科學和工業應用中的實際使用示例。

作者簡介

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.

作者簡介(中文翻譯)

Olivier Terzo目前是LINKS Foundation Research Center（意大利）的ACA Advance Computing and Applications研究領域的負責人，擁有16名研究人員的團隊。

Jan Martinovic目前是IT4Innovations國家超級計算中心的Advanced Data Analysis and Simulations實驗室的負責人。

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