Real-Time Data Streams and Complex Event Processing

Real-Time Data Streams and Complex Event Processing Real-time data streams let systems react the moment events occur. Complex Event Processing, or CEP, adds the ability to recognize patterns that span many events and time windows. Together, they help teams detect fraud, optimize operations, and trigger automated responses with low latency. Data streams are continuous, ordered records that arrive from sensors, apps, and logs. CEP looks for patterns across those events: for example, a login failure followed by a password reset, or a sequence of temperature readings that crosses a safety limit within minutes. ...

September 22, 2025 · 2 min · 374 words