ScyllaDB has successfully mitigated performance-degrading connection storms by optimizing caching, throttling, and password hashing, achieving a 1000x reduction in tail latency. This involved improvements across the connection establishment pipeline, including connection throttling, caching of connection-related data, optimization of password hashing, and the introduction of a dedicated service level for background traffic.
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