Amazon Kinesis

Hot Shard Bottleneck from Partition Key Skew

scaling

Uneven partition key distribution concentrates write traffic on specific shards, causing per-shard throughput limits to be hit while aggregate stream capacity remains underutilized, leading to WriteProvisionedThroughputExceeded and processing delays.

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