QoS Prediction in Cloud and Service Computing: Approaches and Applications (SpringerBriefs in Computer Science)
暫譯: 雲端與服務計算中的QoS預測:方法與應用(計算機科學春季簡報)

Yilei Zhang, Michael R. Lyu

  • 出版商: Springer
  • 出版日期: 2017-08-11
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 122
  • 裝訂: Paperback
  • ISBN: 9811052778
  • ISBN-13: 9789811052774
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

This book offers a systematic and practical overview of Quality of Service prediction in cloud and service computing. Intended to thoroughly prepare the reader for research in cloud performance, the book first identifies common problems in QoS prediction and proposes three QoS prediction models to address them. Then it demonstrates the benefits of QoS prediction in two QoS-aware research areas. Lastly, it collects large-scale real-world temporal QoS data and publicly releases the datasets, making it a valuable resource for the research community. The book will appeal to professionals involved in cloud computing and graduate students working on QoS-related problems. 

商品描述(中文翻譯)

本書提供了雲端與服務計算中服務品質(Quality of Service, QoS)預測的系統性與實用性概述。旨在徹底準備讀者進行雲端性能的研究,本書首先識別了QoS預測中的常見問題,並提出了三個QoS預測模型來解決這些問題。接著,書中展示了QoS預測在兩個以QoS為重點的研究領域中的好處。最後,書中收集了大規模的真實世界時間性QoS數據並公開釋出這些數據集,成為研究社群的寶貴資源。本書將吸引從事雲端計算的專業人士以及研究QoS相關問題的研究生。

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