Design and Implement a URL Shortening Service
Last updated: July 3, 2026
Quick Overview
Design a URL shortening service that takes long URLs and converts them into shorter, more manageable ones, while also considering scalability and performance.
xAI
July 3, 202617
0
170 solved
Design a URL shortening service that takes long URLs and converts them into shorter, more manageable ones, while also considering scalability and performance.
This question is typically asked during onsite interviews for software engineering roles at xAI to assess a candidate's ability to design scalable systems. Interviewers are looking for a comprehensive understanding of system architecture, including how to handle high traffic, data storage, and retrieval efficiently. The candidate's ability to think critically about trade-offs and potential challenges is also evaluated.
What the Interviewer Expects
- Identify key requirements for the URL shortening service.
- Outline a high-level architecture including components like database, API, and caching.
- Discuss how to handle scalability and high availability.
- Explain the trade-offs involved in design decisions.
- Consider security implications and data integrity.
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 handle URL collisions?
- What strategies would you use to ensure high availability?
- Can you explain how you would implement analytics for shortened URLs?
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Practice System Design ProblemsSample Answer
Requirements
To design a URL shortening service, we first need to identify the core requirements:
- Shorten URLs: Convert long URLs into short ones.
- Redirect: When a short URL is accessed, redirect to ...
High-Level Design
The high-level architecture consists of several components:
- Client: The front-end interface where users can input long URLs.
- API Gateway: Handles incoming requests and routes them to appro...