Architect a geo-distributed Messaging Engine

Last updated: October 22, 2025

Quick Overview

Design a geo-distributed messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Adobe
System Design
Product Manager
Adobe
October 22, 2025
Product Manager
Onsite
System Design
Easy

5

15

4,206 solved


Design a geo-distributed messaging system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.

Adobe asks this during the Onsite to assess your architectural thinking. They want to see how you decompose a complex problem, choose appropriate technologies, and reason about failure modes. Strong candidates proactively discuss monitoring, alerting, and operational concerns.

What the Interviewer Expects
  • Clearly define functional and non-functional requirements
  • Propose a reasonable high-level architecture with core components
  • Choose appropriate data storage solutions with basic justification
  • Discuss basic scaling strategies (horizontal scaling, caching)
  • Identify potential bottlenecks and suggest simple solutions
Key Topics to Cover
Load balancing and horizontal scaling
Failure handling and fault tolerance
Consistency models and replication
Caching strategies (local, distributed, CDN)
High-level architecture and component design
Partitioning and sharding strategies
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 happens if one of your database nodes goes down?
  • How would you handle schema migrations with zero downtime?
  • How would you optimize costs as the system scales?
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Sample Answer
Requirements Clarification

Before diving into the architecture, clarify the scope with the interviewer. For geo-distributed Messaging Engine, key functional requirements include...

Capacity Estimation

Estimate the scale to drive design decisions. Assume 100M DAU with an average of 10 actions per user per day = 1B requests/day ~ 12K QPS average, ~36K...


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