Improving ESB Capabilities through Diagnosis Based on Bayesian Networks and Machine Learning

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Provided by: Academy Publisher
Topic: Networking
Format: PDF
The growing complexity and scale of systems implies challenges to include autonomic computing capabilities that help maintaining or improving the performance, availability and reliability of now-a-days systems. In dynamic environments, the systems have to deal with changing conditions and requirements; thereby the autonomic features need a better technique to analyze and diagnose problems, and learn about the functioning conditions of the managed system. In the medical diagnostic area, the tests have included statistical and probabilistic models to aid and improve the results and select better medical treatments.
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