The continuous stream mining (CSM Engine) engine is a Java-based complex event processing (CEP) engine for real-time complex pattern matching and event correlation across multiple events. The technology is based on effective strategies involving fast bulk-lookup rules matching; multi-granular context-sensitive resource modeling; temporal clustering and advanced sessionization; automatic threshold adaptation; de-noising and de-duplication; and heuristics-based event stream classification. The CSM engine primarily employs a rapid rules engine; a variety of data structures for indexing and caching; constructs for partitioning and windowing; and contracts, interfaces, and generic base implementations for data aggregation and event correlation. It offers a configurable, extensively customizable, API-rich framework for building high-performance event stream processing (ESP) applications.
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