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Stream Processing

[striːm ˈprəʊsɛsɪŋ]
AI Infrastructure
Last updated: December 9, 2024

Definition

The practice of processing data in real-time as it is produced or received.

Detailed Explanation

Stream processing involves analyzing and acting on data as it flows through a system, often in real-time or near real-time. It includes techniques for windowing, state management, fault tolerance, and exactly-once processing guarantees.

Use Cases

Real-time fraud detection, IoT data processing, Live analytics dashboards, Online recommendation systems

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