NATS & Kafka: random notes

This is not NATS vs Kafka by any means — just jotting down some info. NATS recently joined CNCF (which host projects like Kubernetes, Prometheus etc. — look at the Golang dominance here!) and that’s when it caught my attention

Here are a few things which came to mind….

Might add more later

Where — Kafka runs on JVM (Scala to be specific), NATS is written in Go

Protocol — Kafka is binary over TCP as opposed to NATS being simple text (also over TCP)

Messaging patterns — Both support pub-sub and queues, but NATS supports request-reply as well (sync and async)

Scalable processing

  • NATS has a concept of queue (with a unique name of course) and all the subscribers hooked on same queue end up being a part of the same queue group. Only one of the (potentially multiple) subscribers gets the message. Multiple such queue groups would also receive the same set of messages. This makes it a hybrid pub-sub (one-to-many) and queue (point-to-point)

Stream processing — NATS does not support stream processing as a first class feature like Kafka does with Kafka Streams

Kafka clients use a poll-based technique in order to extract messages as opposed to NATS where the server itself routes messages to clients (maintains an interest-graph internally)

Consumer check

  • NATS can act pretty sensitive in the sense that it has the ability to cut off consumers who are not keeping pace with the rate of production as well as clients who don’t respond to heartbeat requests.

Delivery semantics — NATS supports at-most once (and at-least-once with NATS streaming) as opposed to Kafka which also supports exactly-once (tough!)

Sharding/Partitioning — NATS doesn’t seem to have a notion of partitioning/sharding messages like Kafka does

External dependency — None in case of NATS. Kafka requires Zookeeper


Originally published at on March 30, 2018.



Principal Developer Advocate at AWS | I ❤️ Databases, Go, Kubernetes

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Abhishek Gupta

Principal Developer Advocate at AWS | I ❤️ Databases, Go, Kubernetes