QoS Prediction in Cloud and Service Computing Approaches and Applications /

• Main Authors: Zhang, Yilei (Author), Lyu, Michael R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Computer software > Reusability.; Software engineering.; Computer Science.; Performance and Reliability.; Software Engineering.; Information Systems Applications (incl. Internet).

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...

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.