Netflix Cuts Cassandra Read Latency with Dynamic Splitting

Netflix engineers deployed dynamic partition splitting for Cassandra to handle wide partitions in time series workloads. The metadata-driven approach detects oversized partitions, splits them into smaller units, and routes reads across child partitions. Read latency dropped from seconds to milliseconds, with fewer timeouts and improved cluster stability.