Kafka Broker

In Apache Kafka, a broker is a single node in a Kafka cluster. It is a server that is responsible for handling read and writes requests from producers and consumers, and for storing and replicating data across partitions.

A broker in Kafka can be thought of as a message broker or a message queue, similar to other message-oriented middleware systems. However, Kafka differs from traditional message brokers in its ability to handle large volumes of data and its focus on real-time stream processing.

Brokers in Kafka are designed to be highly scalable and fault-tolerant. Kafka clusters can contain multiple brokers, which allows the system to scale horizontally and handle large amounts of data. Each broker is designed to handle a specific subset of the topic partitions, and the data is distributed across multiple brokers to provide fault tolerance and availability.

When a producer sends a message to a broker, the broker assigns the message to a partition and replicates it across multiple brokers. This ensures that even if a broker fails, the data can still be accessed by other brokers in the cluster.

Consumers in Kafka can connect to any broker in the cluster and read data from any partition of a topic. This allows for highly parallel processing of data and high throughput.

Overall, brokers are a key component of the Kafka messaging system, providing the storage and processing infrastructure for data streams. By distributing data across multiple brokers and partitions, Kafka can handle large volumes of data and provide fault tolerance and scalability.