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Cache penetration is a performance issue where requests for non-existent data repeatedly bypass the cache and hit the backend database, causing overload, often due to malicious attacks or data deletion. Solutions involve caching null/empty results with short TTLs, using a Bloom filter to pre-check for non-existent keys, or implementing logical checks to filter invalid IDs before database queries.

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