Streaming Data

Streaming data refers to the continuous flow of information that is processed in real-time as it arrives. In finance, this typically involves price quotes, trade execution notifications, and order book depth changes.

Unlike batch processing, where data is collected and processed at intervals, streaming allows for immediate reaction to market events. This is essential for cryptocurrency trading, where prices can change drastically in seconds.

Traders rely on streaming data to power their algorithms and make split-second decisions. The challenge lies in managing the volume and velocity of this data without overwhelming the client's infrastructure.

Efficient streaming requires robust protocols and high-performance backend systems to ensure that no data points are missed or delayed. It is the foundation of the modern, always-on trading experience.