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AIMarkTechPost · 82d ago

Netflix AI Team Cuts Wide-Partition Read Latency from Seconds to Milliseconds by Splitting Cassandra Partitions Per ID

Netflix engineers reduced Apache Cassandra wide-partition read latency from seconds to low double-digit milliseconds using dynamic partitioning that splits oversized partitions per TimeSeries ID on the read path. The system detects partitions via byte counting, validates splits with checksums, and routes reads to parallel child partitions using Bloom filters while maintaining availability for 500MB+ partitions.

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