System Design FAQ: Top Questions
21. How would you design a Real-Time Collaborative Document Editor (like Google Docs)?
A Real-Time Collaborative Document Editor allows multiple users to edit a document concurrently with low latency, high availability, and strong consistency guarantees.
📋 Functional Requirements
- Real-time updates with minimal latency
- Concurrent editing with conflict resolution
- Offline editing and synchronization
- Document versioning and access control
📦 Non-Functional Requirements
- Low latency synchronization (~100ms)
- Conflict-free state with consistency
- Multi-region availability
🏗️ Core Components
- Editor Client: Rich text interface with WebSocket connection
- Sync Service: Broadcasts updates to all participants
- Conflict Resolver: CRDT or OT (Operational Transform) engine
- Persistence Layer: Stores document versions and edit history
- Auth Layer: Role-based permissions and login management
🔄 WebSocket Collaboration Example
// Simple WebSocket event broadcast
socket.on("edit", (update) => {
doc.applyUpdate(update);
socket.broadcast.emit("edit", update);
});
🧠 Conflict Resolution: CRDT Sample
// Using Yjs (a CRDT-based library)
import * as Y from 'yjs';
const doc = new Y.Doc();
const yText = doc.getText("editor");
yText.insert(0, "Hello world");
// Sync between peers using WebRTC, WebSocket, or BroadcastChannel
🗄️ Storage Layer (MongoDB)
{
"_id": "doc123",
"title": "Project Plan",
"content": "Hello team
",
"updates": [ /* CRDT or OT history */ ],
"collaborators": ["alice", "bob"],
"lastModified": "2025-06-11T10:15:00Z"
}
🔐 Access Control Schema
{
"documentId": "doc123",
"user": "bob",
"permission": "editor" // or "viewer", "commenter"
}
📈 Observability & Metrics
- Edit latency p95/p99
- Active collaborators per document
- Sync conflict rate
📌 Final Insight
Real-time collaboration systems rely on efficient sync protocols and data structures like OT/CRDT. Maintaining a consistent state across distributed editors with support for offline mode, low latency, and strong conflict resolution is key to success.
