Streaming Data
Streaming data refers to continuous flow of data generated from various sources such as sensors, social media, logs, and other devices. This data is generated at high velocity and in large volumes, making it difficult to store and process using traditional batch processing methods. Streaming data is processed in real-time using stream processing techniques, which involves processing data as it is generated and delivering insights in near real-time. Stream processing involves a series of operations such as filtering, aggregation, transformation, and enrichment of data. Streaming data is widely used in various applications such as fraud detection, real-time analytics, recommendation systems, and IoT applications.
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