Design a Ride Matching Service
Last updated: September 30, 2025
Quick Overview
Design a event-driven ride matching system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
Oracle
September 30, 202516
13
567 solved
Design a event-driven ride matching system that handles millions of requests. Discuss trade-offs in consistency, availability, and performance.
This is a common system design question asked during Onsite at Oracle. 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. Oracle values engineers who can think about scalability from day one.
What the Interviewer Expects
- Systematically gather requirements and estimate capacity (QPS, storage, bandwidth)
- Design a scalable architecture with clear component responsibilities
- Make well-reasoned database and caching decisions with trade-off analysis
- Address consistency vs availability trade-offs specific to the use case
- Discuss partitioning strategy, replication, and data modeling
- Cover failure handling, monitoring, and alerting strategies
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 migrate from a monolithic to a microservices architecture?
- How would you handle schema migrations with zero downtime?
- What would the deployment pipeline look like for this system?
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Requirements
Functional Requirements
- User Registration: Users must be able to create and manage their profiles.
- Ride Request: Users can request rides specifying pickup and drop-off locations.
- ...
Capacity Estimation
Back-of-Envelope Calculations
- User Base: Assume 10 million active users, with 20% requesting rides at peak times.
- Ride Requests: 10 million * 20% = 2 million ride requests per peak h...
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