Streaming Analytics
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May 1, 2024
Updated June 18, 2025
20 minute read
Understanding Streaming Analytics: A Comprehensive Guide
Streaming analytics, at its core, is the practice of processing and analyzing data as it is created, in real-time or near real-time. This continuous flow of data, often referred to as data streams, can originate from a multitude of sources such as sensors in Internet of Things (IoT) devices, website clickstreams, financial transactions, social media feeds, and application logs. The primary goal of streaming analytics is to extract immediate insights from this data "in motion," enabling organizations to make timely decisions, detect patterns, identify anomalies, and trigger actions instantaneously.
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