03196nam 22006015 450 991025483620332120200706055700.0981-10-5278-610.1007/978-981-10-5278-1(CKB)3710000001631431(MiAaPQ)EBC4935683(DE-He213)978-981-10-5278-1(PPN)258861436(PPN)203851722(EXLCZ)99371000000163143120170802d2017 u| 0engurcnu||||||||rdacontentrdamediardacarrierQoS Prediction in Cloud and Service Computing Approaches and Applications /by Yilei Zhang, Michael R. Lyu1st ed. 2017.Singapore :Springer Singapore :Imprint: Springer,2017.1 online resource (130 pages)SpringerBriefs in Computer Science,2191-5768981-10-5277-8 Includes bibliographical references at the end of each chapters.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.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. .SpringerBriefs in Computer Science,2191-5768Computer software—ReusabilitySoftware engineeringApplication softwarePerformance and Reliabilityhttps://scigraph.springernature.com/ontologies/product-market-codes/I12077Software Engineeringhttps://scigraph.springernature.com/ontologies/product-market-codes/I14029Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Computer software—Reusability.Software engineering.Application software.Performance and Reliability.Software Engineering.Information Systems Applications (incl. Internet).005.8Zhang Yileiauthttp://id.loc.gov/vocabulary/relators/aut1061835Lyu Michael Rauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254836203321QoS Prediction in Cloud and Service Computing2520448UNINA