# Streaming Data Collection

> Source: https://sukruyusufkaya.com/en/glossary/akis-verisi-toplama
> Updated: 2026-05-13T21:12:30.425Z
> Type: glossary
> Category: veri-bilimi-ve-veri-yonetimi
**TLDR:** An approach for ingesting continuously generated data in real time or near real time.

<p>Streaming data collection refers to scenarios where data is acquired not as static files but as a continuous, time-dependent flow. Sensor data, financial transactions, application telemetry, and user behavior streams are common examples. These architectures introduce requirements such as low latency, fault tolerance, ordering guarantees, and scalability. Managing streaming data differs significantly from batch collection and requires tighter operational discipline on both the engineering and analytics sides.</p>