I started with the data model and search before thinking about the reservation flow, which was probably backwards.
Start by clarifying requirements and scale, then design a high-level architecture covering core components like search, booking, and payment. Dive into data modeling and trade-offs, focusing on consistency, availability, and scalability.
Pro tip: Emphasize idempotency and distributed transactions to handle double bookings and payment failures, showing you understand real-world reliability challenges.
Ask about functional and non-functional requirements: user scenarios, scale (e.g., daily bookings, peak load), consistency needs, and latency targets.
Sketch main components: API gateway, search service, booking service, payment service, inventory management, and databases. Define interactions.
Design schemas for hotels, rooms, availability, bookings, and users. Discuss indexing, sharding, and caching strategies for performance.
Detail search (e.g., geospatial queries, filters) and booking (e.g., locking, transactions, idempotency) flows, addressing concurrency and consistency.
Discuss trade-offs (e.g., SQL vs NoSQL, strong vs eventual consistency) and scaling strategies (e.g., caching, read replicas, partitioning).
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.