Data Streaming

Data streaming is the continuous transmission of data from a source to a destination, allowing for real-time processing and analysis. In the context of trading, this involves the constant flow of market data, such as price ticks and order book updates, to a trader's system.

Unlike batch processing, where data is collected and processed in chunks, data streaming enables immediate reaction to market changes. This is essential for high-frequency trading and other latency-sensitive strategies that rely on the most up-to-date information.

Technologies like webhooks, websockets, and message queues are used to facilitate efficient data streaming. It allows traders to build sophisticated monitoring systems that can trigger actions based on complex patterns in real-time.

Data streaming is the foundation of modern, responsive trading architectures. It enables the transition from static analysis to dynamic, event-driven decision making.