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How to determine the optimal number of sections for a topic in a messaging system?

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Answer from AI

The optimal number of partitions for a topic in a messaging system (e.g., Apache Kafka) depends on several factors:

  • Volume and speed of message intake. The higher the load, the more partitions are needed for parallel processing.
  • Number of consumers. Partitions allow scaling consumption: each consumer can read from one or more partitions.
  • Requirements for message processing order. Messages within a partition are ordered, but order across partitions is not guaranteed.
  • Infrastructure resources. More partitions mean more load on brokers and controllers.

It is recommended to:

  1. Start with a number of partitions equal to or slightly exceeding the number of consumers to ensure parallelism.
  2. Consider future growth in load and scalability options.
  3. Avoid too many partitions unnecessarily to prevent management complexity and reduce performance.

Example: if you have 5 consumers and expect high load, you can create 6-10 partitions to balance between parallelism and manageability.

How to determine the optimal number of sections for a… - sobes.tech