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The Generic Adapter for Autonomic Computing provides a framework for a unified approach to transform software messages and events into a standard situational event format in the autonomic computing architecture. The Adapter as an application supports self-configuration and self-optimization. 1 This is a poster version of paper published elsewhere.
Motivated by the real-world application of categorizing system log messages into defined situation categories, this paper describes an interactive text categorization method, PICCIL, that leverages supervised machine learning to reduce the burden of assigning categories to documents in large finite data sets but, by coupling human expertise to the machine… (More)
The autonomic data center enables enterprises to respond to pressures of cost, complexity and compliance for the information technology infrastructure that supports their business operations. A data center that uses IT service management to deliver business services offers an environment for incorporating autonomic behavior and capabilities. These autonomic… (More)