Requirements and State of the Art for Monitoring, Analysis, and Mining of Event Streams

Summary
In this document, we discuss the requirements in terms of real-time monitoring, analysis, and mining of streaming data in the context of KAP. We present the state of the art on complex event processing systems, and we provide a comparative analysis of the most prominent such systems. We also present the state of the art in monitoring, analysis and mining of event streams. We describe several techniques and approaches for online data distribution estimation. Finally, we discuss various approaches for streaming data summarization, and we elaborate on different ways in which these summaries can be used to analyze and mine the data streams.
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