Taming the Stampede: How Cache Expiration Can Drown Your Database—and Why Prevention Matters

Cache stampedes occur when cached data expires and multiple concurrent requests simultaneously hit your backend, overwhelming the database and degrading application performance. This cascading failure results in high latency, database bottlenecks, and unexpected infrastructure costs. Understanding and implementing proper prevention techniques through caching strategies and monitoring is critical for maintaining system stability under load.