Amazon Kinesis

Hot Shard Detection via Uneven Throughput

Resource Contention

Uneven data distribution across shards (hot shards) occurs when partition keys don't distribute records evenly, causing individual shards to hit throughput limits while others remain underutilized. Requires enhanced shard-level metrics to detect.

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