… and energy consumption while keeping quality of service. The purpose of this paper is to
present a real-time resource usage prediction system. The system takes real-time utilization of …

… on system level compositional analysis, this paper focuses on both component level
reliability prediction and system level reliability compositional analysis. The service component …

… With these intuitions, we investigate the evolution of a services ecosystem and propose a
novel network prediction-based approach to recommend the valuable services and their …

… services as well as the unpredictable Internet connections. Designing efficient and effective
reliability prediction approaches of Web services … prediction approaches of Web services, …

… Second, we propose a web service QoS value prediction algorithm HAPA to realize these
characteristics, allowing the unknown QoS values to be predicted accurately. Finally, we …

… .’ browsing actions rather than queries submitted to a search service. In addition, our algorithm
only makes prediction on users’ actions when it gathers enough information regarding the …

… Web service providers have many options for improving service performance, varying …
WebProphet, a system that automates performance prediction for web services. WebProphet …

… of the cloud service provider, while an underprediction saves the … of cloud demands prediction,
we propose Cloud Prediction Cost (… of cloud service, we propose Cloud Prediction Cost to …

… Our prediction errors for data from the TACC lonestar system … prediction error on other
workloads. We have wrapped these prediction techniques with web services, making predictions …

… to QoS prediction (eg, [2], [3], [4]). As with the usermovie rating matrix collected in a movie
recommender system, users invoking services can produce a user-service QoS matrix with …