Streaming systems must handle high-velocity data, maintain accurate states, and continue operating reliably even when failures occur.

What you'll learn
Streaming systems must handle high-velocity data, maintain accurate states, and continue operating reliably even when failures occur. Without proper state management and fault-tolerance mechanisms, real-time analytics, alerts, and business metrics can become inconsistent or lost.