Design a Video Streaming for Notion

Last updated: April 4, 2026

Quick Overview

Design a multi-tenant video streaming system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Notion
System Design
Machine Learning Engineer
Notion
April 4, 2026
Machine Learning Engineer
System Design Round
System Design
Hard

43

13

1,124 solved


Design a multi-tenant video streaming system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

This is a common system design question asked during System Design Round at Notion. The interviewer expects you to demonstrate your ability to design large-scale distributed systems, make well-reasoned trade-offs, and communicate your thought process clearly. Notion values engineers who can think about scalability from day one.

What the Interviewer Expects
  • Drive the design discussion proactively with minimal interviewer guidance
  • Perform detailed capacity estimation and use it to inform design decisions
  • Design for global scale with multi-region deployment and data consistency
  • Deep dive into 2-3 critical components with implementation-level detail
  • Address complex trade-offs: CAP theorem, eventual consistency, conflict resolution
  • Discuss operational excellence: deployment strategy, chaos engineering, SLOs/SLIs
  • Propose a phased rollout plan from MVP to full-scale system
Key Topics to Cover
Monitoring, logging, and alerting
Message queues and async processing
High-level architecture and component design
Requirements gathering and capacity estimation
Load balancing and horizontal scaling
How to Approach This
  1. Start by clarifying functional and non-functional requirements with the interviewer.
  2. Estimate the scale: QPS, storage, bandwidth. This drives your design decisions.
  3. Draw a high-level architecture first, then deep dive into 1-2 critical components.
  4. Discuss trade-offs explicitly (e.g., consistency vs availability, SQL vs NoSQL).
  5. Address failure scenarios, monitoring, and how the system handles 10x traffic spikes.
Possible Follow-up Questions
  • What monitoring and alerting would you set up on day one?
  • How would you optimize costs as the system scales?
  • How would you handle schema migrations with zero downtime?
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Sample Answer
Requirements

Functional Requirements

  1. Multi-Tenant Support: The system should support multiple organizations, ensuring data isolation and privacy.
  2. Video Upload and Processing: Users should be able...
Capacity Estimation

Back-of-Envelope Calculations

  1. User Base: Assume Notion has 5 million active users, with 10% (500,000) uploading videos monthly.
  2. Video Size: Average video size is 500 MB. Assuming eac...

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