What is a cache stampede, or thundering herd, and how do you prevent it?

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A cache stampede, also called thundering herd, occurs when a popular cache entry expires and many requests arrive simultaneously. All these requests get a cache miss at the same time and query the database in parallel, potentially overwhelming it.