TLDR Tech / Data
Cache Layer Architecture: A Practical Guide to Speed & Scale
Cache layers at scale can face issues like stampedes from expired popular keys, hot keys overwhelming nodes, stale data from invalidation races, and avalanches during outages. Mitigations include TTL jitter, request coalescing, key splitting, and consistent hashing with virtual nodes.
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