QoS Prediction in Cloud and Service Computing
Approaches and Applications
Buch in deiner Nähe kaufen
Beschreibung
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.
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.
Expose readers to the very forefront of performance research in cloud computing Presents three QoS prediction approaches in cloud and service computing Provides comprehensive information on QoS-aware technologies in cloud applications Includes supplementary material: sn.pub/extras
Autor*in
Yilei Zhang
Themen in »QoS Prediction in Cloud and Service Computing«
Cloud Computing Web Service QoS Prediction Time Series Analysis Fault Tolerance Reliability