Preface; Acknowledgements; Contents; 1 Introduction; 1.1 Overview; 1.2 Backgrounds; 1.2.1 QoS in Cloud and Service Computing; 1.2.2 QoS Prediction in Cloud and Service Computing; 1.2.3 Web Service Searching; 1.2.4 Fault-Tolerant Cloud Applications; 1.3 Book Organization; References; 2 Neighborhood-Based QoS Prediction; 2.1 Overview; 2.2 Collaborative Framework in Cloud; 2.3 Collaborative QoS Prediction; 2.3.1 Problem Description; 2.3.2 Latent Features Learning; 2.3.3 Similarity Computation; 2.3.4 Missing QoS Value Prediction; 2.4 Experiments; 2.4.1 Dataset Description; 2.4.2 Metrics

6.3.4 Request Execution6.3.5 Primary Updating; 6.3.6 Replica Updating; 6.4 Experiments; 6.4.1 Experimental Setup; 6.4.2 Performance Comparison; 6.5 Summary; References; 7 Conclusion and Discussion; 7.1 Conclusion; 7.2 Discussion