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Mitigating Redis Cache Stampedes via TTL Jitter: Implementation Patterns, Post-Mortem, and Graceful Fallbacks

Mitigating Redis Cache Stampedes via TTL Jitter: Implementation Patterns, Post-Mortem, and Graceful Fallbacks 1. Architectural Intent and Design Principles In high-throughput distributed systems, cache stampedes (also known as the "thundering herd" or "dogpile" effect) present a severe vulnerabilit…

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  1. 2026-11-08 19:39 · DEV Community — AI
    Mitigating Redis Cache Stampedes via TTL Jitter: Implementation Patterns, Post-Mortem, and Graceful Fallbacks

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