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This paper is designing and developing a novel high-performance event detection framework to address the unique challenges of advanced large-scale monitoring applications, proliferating in the near future (e.g., large-scale urban sensor networks, surveillance, logistics, battlefield watcher). They envision that a fully-functioning event processing framework will be compelling in upcoming sensor-rich ubiquitous environments to facilitate the monitoring applications. On top of it, a new generation of applications will thrive to enrich personal as well as public services.
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