Confluent PlatformApache Kafka

Partition key skew causes individual partition lag

info
performanceUpdated Dec 19, 2025(via Exa)
How to detect:

One partition lags heavily behind others due to poor partition key distribution, causing uneven load across partitions. This creates processing bottlenecks for specific keys.

Recommended action:

Improve partition key distribution to balance load across partitions. This requires repartitioning the topic with a better key strategy. Typical fix time: days due to data migration.