Emerging Technology and Architecture for Big-data Analytics
暫譯: 大數據分析的新興技術與架構

出版商: Springer
出版日期: 2017-04-27
售價: $6,780
貴賓價: 9.5 折 $6,441
語言: 英文
頁數: 330
裝訂: Hardcover
ISBN: 3319548395
ISBN-13: 9783319548395
相關分類: Data Science

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商品描述

This book describes the current state of the art in big-data analytics, from a technology and hardware architecture perspective. The presentation is designed to be accessible to a broad audience, with general knowledge of hardware design and some interest in big-data analytics. Coverage includes emerging technology and devices for data-analytics, circuit design for data-analytics, and architecture and algorithms to support data-analytics. Readers will benefit from the realistic context used by the authors, which demonstrates what works, what doesn’t work, and what are the fundamental problems, solutions, upcoming challenges and opportunities.

Provides a single-source reference to hardware architectures for big-data analytics;
Covers various levels of big-data analytics hardware design abstraction and flow, from device, to circuits and systems;
Demonstrates how non-volatile memory (NVM) based hardware platforms can be a viable solution to existing challenges in hardware architecture for big-data analytics.

商品描述(中文翻譯)

本書從技術和硬體架構的角度描述了大數據分析的最新技術現狀。內容旨在讓廣泛的讀者群體能夠理解，這些讀者對硬體設計有一般知識並對大數據分析有一定興趣。涵蓋的主題包括數據分析的新興技術和設備、數據分析的電路設計，以及支持數據分析的架構和算法。讀者將受益於作者所使用的現實背景，這些背景展示了什麼有效、什麼無效，以及基本問題、解決方案、即將面臨的挑戰和機會。

- 提供大數據分析硬體架構的單一來源參考；
- 涵蓋大數據分析硬體設計抽象和流程的各個層級，從設備到電路和系統；
- 演示基於非揮發性記憶體（NVM）的硬體平台如何成為解決大數據分析硬體架構現有挑戰的可行方案。