For flash-sale scenarios, ticketing systems need to stay fast and predictable while many users try to reserve seats at the same time. We implemented a setup focused on fairness, throughput, and reliable reservation handling during short high-load windows.

The flow combines strict reservation timeouts with real-time inventory updates so users always see accurate availability. On the operations side, this reduces overselling risk and supports clear monitoring during critical sale phases.