Question 1

When would you use WebSockets vs polling vs SSE?

Accepted Answer

**Target Audience:** Beginners to system design who have built a web page that calls an API; no networking background assumed.
**Difficulty:** Medium
**Verified with:** Node 22.22 and Python 3.12 (both print identical output). Protocol facts are cited from RFC 6455, RFC 8441, MDN and the AWS load balancer docs.

> **How to read this doc:** Every idea is explained in plain language first, then tagged with `📌 Interview term:` so you also learn the words an interviewer expects. Numbers come from r

Question 2

How would you design a notification or chat system (fan-out, presence)?

Accepted Answer

## Step 1: Use Cases, Constraints, Assumptions, Back-of-Envelope

### Use cases
We'll scope to handle only the core flows that expose the bottlenecks; everything else is deferred.

- **User** sends message/notification — POST to API, persisted, fanned out to online recipients via WebSocket, offline via push (APNs/FCM).
- **User** receives — subscribed via WebSocket/SSE, presence shows online/offline/typing.
- **Service** fans out — group chat fan-out O(members), notification fan-out via queue +

Question 3

Why prefer stateless services and how do you handle sessions?

Accepted Answer

**Target Audience:** Beginners to system design — you have built a web app with a login, nothing more.
**Difficulty:** Medium
**Verified with:** Node 22.22 and Python 3.12 (the example prints the same output, byte for byte, including the token).

> **How to read this doc:** Every idea is explained in plain language first, then tagged with `📌 Interview term:` so you also learn the exact words an interviewer expects. All output shown was produced by actually running the example; the **Verified**

Question 4

How do you scale WebSockets to 1M connections with Redis Pub/Sub?

Accepted Answer

**Target Audience:** Engineers who have run a single WebSocket server and now need many. Read [When would you use WebSockets vs polling vs SSE?](/interview-question/when-would-you-use-websockets-vs-polling-vs-sse) and [WebSocket presence, sticky sessions, and resume — do you need sticky LB?](/interview-question/websocket-presence-sticky-sessions-and-resume-do-you-need-sticky-lb) first if those are new.
**Difficulty:** Hard
**Verified with:** Node 22.22, Python 3.12, Go 1.24 and Java 21 (all four

SYSTEM DESIGNDECODED.

Medium

When would you use WebSockets vs polling vs SSE?

How would you design a notification or chat system (fan-out, presence)?

Why prefer stateless services and how do you handle sessions?

Hard

How do you scale WebSockets to 1M connections with Redis Pub/Sub?