QoS Prediction in Cloud and Service Computing: Approaches and Applications
Yilei Zhang, Michael R. LyuThis 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.
种类:
年:
2017
出版:
1
出版社:
Springer Singapore
语言:
english
页:
130
ISBN 10:
9811052786
ISBN 13:
9789811052781
系列:
SpringerBriefs in Computer Science
文件:
PDF, 3.49 MB
IPFS:
,
english, 2017
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