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Pere Urbon-Bayes – Apache Kafka: advice from the trenches or how to successfully fail!
Apache Kafka expert shares practical insights and real-world advice on how to successfully adopt and maintain a Kafka cluster, covering common pitfalls and best practices for configuration, performance, and monitoring.
- Monitor your Kafka cluster always, as it will keep retrying if configured correctly.
- Use quotas to prevent a single broker from consuming all resources.
- Ensure you have a replica factor of at least 3 for partitions.
-
Use the
max.in-flight.requests.per.connectionsetting to prevent message ordering issues. - Keep your retries enabled to handle network failures.
-
Use the
load.compactionthread to compact topics and delete old data. -
Use the
replica.fetcherthread to copy data from leaders to followers. -
Understand the importance of the
leaderandfollowerroles in Kafka. -
Use the
consumer groupsabstraction to organize consumers and handle rebalancing. -
Use the
offsetto track the last message processed by a consumer. -
Use the
acknowledgmentsetting to control when messages are considered committed. - Ensure you have a sufficient number of nodes in your Kafka cluster.
-
Use the
auto-commitfeature to automatically commit messages. -
Use the
re-assignmenttool to reassign partitions to different brokers. -
Use the
Kafkatopics to store and retrieve data. -
Use the
Zookeeperto manage and coordinate the Kafka cluster. -
Use the
securityfeatures to authenticate and authorize access to Kafka. -
Use the
observabilityfeatures to monitor and troubleshoot Kafka. -
Use the
metricsto track and analyze Kafka performance. -
Use the
logsto track and analyze Kafka errors and issues. -
Use the
rebalancingfeature to rebalance partitions and ensure even distribution. -
Use the
Kafkacluster version 0.11 or later for better performance and features. -
Use the
Kafkaconfiguration settings to customize and optimize performance. -
Use the
Kafkatools and utilities to manage and maintain the cluster. -
Use the
Kafkadocumentation and resources to learn and troubleshoot.