Architect a geo-distributed Messaging Engine
Last updated: March 11, 2026
Quick Overview
Design a geo-distributed messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
Brex
March 11, 202614
9
3,784 solved
Design a geo-distributed messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
System design interviews at Brex typically last 45-60 minutes. You are expected to drive the conversation, starting from requirements gathering through to a detailed architecture. The interviewer will evaluate your ability to handle ambiguity and make practical engineering decisions.
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
How to Approach This
- Start by clarifying functional and non-functional requirements with the interviewer.
- Estimate the scale: QPS, storage, bandwidth. This drives your design decisions.
- Draw a high-level architecture first, then deep dive into 1-2 critical components.
- Discuss trade-offs explicitly (e.g., consistency vs availability, SQL vs NoSQL).
- Address failure scenarios, monitoring, and how the system handles 10x traffic spikes.
Possible Follow-up Questions
- How would you implement rate limiting to protect the system?
- What happens if one of your database nodes goes down?
- How would you migrate from a monolithic to a microservices architecture?
- How would you handle a 10x increase in traffic overnight?
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Requirements
Functional Requirements
- Messaging API: Provide RESTful API for sending, receiving, and managing messages.
- User Presence: Maintain real-time user presence information.
- **Message Hi...
Capacity Estimation
Assuming Brex has around 1 million active users globally:
- Daily Messages: If each user sends an average of 10 messages per day, that's 10 million messages per day.
- Peak Load: Considering p...
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