QoS Prediction in Cloud and Service Computing : Approaches and Applications

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 a...

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Main Authors: Zhang, Yilei, Lyu, Michael R. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Published: Singapore Springer Singapore 2017, 2017
Edition:1st ed. 2017
Series:SpringerBriefs in Computer Science
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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