The system design interview is an open-ended conversation. You are expected to lead it. You can use the following steps to guide the discussion. To help solidify this process, work through common system design interview questions using the following framework.Documentation Index
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Outline use cases, constraints, and assumptions
Gather requirements and scope the problem. Ask questions to clarify use cases and constraints. Discuss assumptions.Key questions to ask:
- Who is going to use it?
- How are they going to use it?
- How many users are there?
- What does the system do?
- What are the inputs and outputs of the system?
- How much data do we expect to handle?
- How many requests per second do we expect?
- What is the expected read to write ratio?
Create a high level design
Outline a high level design with all important components.What to include:
- Sketch the main components and connections
- Justify your ideas
Design core components
Dive into details for each core component. For example, if you were asked to design a URL shortening service, discuss:Example considerations:
- Generating and storing a hash of the full URL
- MD5 and Base62 encoding
- Hash collisions
- SQL or NoSQL
- Database schema
- Translating a hashed URL to the full URL
- Database lookup
- API and object-oriented design
Scale the design
Identify and address bottlenecks, given the constraints. For example, do you need the following to address scalability issues?Common scaling solutions:
- Load balancer
- Horizontal scaling
- Caching
- Database sharding
