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Kafka Architecture Diagram Template

Diagram a Kafka cluster — producers, brokers, partitioned topics, Zookeeper / KRaft, and consumer groups.

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What you get

  • Cluster of brokers holding a partitioned topic
  • Producer layer above, consumer groups below
  • Zookeeper or KRaft for cluster coordination

What this template is for

A Kafka architecture diagram shows how producers, the Kafka cluster, and consumer groups fit together. This template lays out the canonical shape: producers on top emitting messages, a cluster of brokers in the middle holding a partitioned topic, Zookeeper or KRaft providing cluster coordination, and consumer groups at the bottom — each group receives every message, while consumers within a group split partitions among themselves. Use it to design a Kafka deployment, document an existing one, or explain why scaling consumers means adding partitions, not just consumer instances.

When to use this template

  • Design a Kafka deployment before sizing brokers and partitions.
  • Explain to a stakeholder how consumer groups deliver messages once-per-group.
  • Document a topic's partition strategy and consumer-to-partition mapping.
  • Plan replication and broker failover for a fault-tolerant cluster.
  • Show how Zookeeper (or KRaft mode) provides cluster metadata and leader election.
  • Compare Kafka against RabbitMQ or other brokers by pointing to the partition model.

How to use it

  1. 1Draw the producer layer at the top — services publishing messages to topics.
  2. 2Add the Kafka cluster as a frame containing multiple brokers.
  3. 3Add a topic inside the cluster, labeled with partition count.
  4. 4Add Zookeeper or KRaft beside the cluster for coordination.
  5. 5Draw consumer groups at the bottom — each group is a logical subscriber.
  6. 6Show consumers inside each group; they split partitions among themselves.

Quick example

Kafka cluster with two consumer groups

Producer A + Producer B → publish to Topic (3 partitions)
Topic stored across Broker 1 / 2 / 3 with replication factor 3
Zookeeper / KRaft coordinates broker metadata and leader election
Consumer Group A: 2 consumers, each handles ~1.5 partitions
Consumer Group B: 1 consumer, handles all 3 partitions

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See examples: /templates/kafka-architecture/examples

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