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Logs, which record valuable system runtime information, have been widely employed in Web service management by service providers and users. A typical log analysis based Web service management procedure is to first parse raw log messages because of their unstructured format, and then apply data mining models to extract critical system behavior information, which can assist Web service management. Most...
The open and dynamic environment of Internet computing demands new software reliability technologies. How to efficiently and effectively build highly reliable Internet applications becomes a critical research problem. This paper proposes a research framework for predicting reliability of individual software entities as well as the whole Internet application. Characteristics of the Internet environment...
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