Architect a distributed Order Processing Engine

Last updated: December 26, 2025

Quick Overview

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

Coinbase
System Design
Software Engineer
Coinbase
December 26, 2025
Software Engineer
Technical Screen
System Design
Easy

490

10

1,450 solved


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

This is a common system design question asked during Technical Screen at Coinbase. 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. Coinbase values engineers who can think about scalability from day one.

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
Database selection and data modeling
API design and rate limiting
Consistency models and replication
Message queues and async processing
Load balancing and horizontal scaling
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
  • How would you implement rate limiting to protect the system?
  • How would you optimize costs as the system scales?
  • How would you migrate from a monolithic to a microservices architecture?
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Sample Answer
Requirements Clarification

Before diving into the architecture, clarify the scope with the interviewer. For distributed Order Processing Engine, key functional requirements incl...

Capacity Estimation

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