QoS Prediction in Cloud and Service Computing〈1st ed. 2017〉 : Approaches and Applications

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  • 電子書籍

QoS Prediction in Cloud and Service Computing〈1st ed. 2017〉 : Approaches and Applications

  • 著者名:Zhang, Yilei/Lyu, Michael R.
  • 価格 ¥9,457 (本体¥8,598)
  • Springer(2017/08/02発売)
  • ポイント 85pt (実際に付与されるポイントはご注文内容確認画面でご確認下さい)
  • 言語:ENG
  • ISBN:9789811052774
  • eISBN:9789811052781

ファイル: /

Description

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. 

Table of Contents

1. Introduction.- 2. Neighborhood-Based QoS Prediction.- 3. Time-Aware Model-Based QoS Prediction.- 4. Online QoS Prediction.- 5. QoS-AwareWeb Service Searching.- 6. QoS-Aware Byzantine Fault Tolerance.- 7. Conclusion and Discussion.

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