Design Real-Time Auctions for Social Posts
MetaSoftware Engineer · Onsite
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This question evaluates skills in designing scalable, low-latency real-time systems, including distributed architecture, concurrency control and ordering, data modeling, API design, and fault-tolerance for high-contention auction workloads.
Design a real-time auction feature for a large social photo and video app. A creator can attach an auction to a post. Viewers can place bids, and everyone watching the auction should see the current highest bid with low latency. The system must handle normal auctions as well as celebrity auctions where a large number of users bid at the same time.
Cover functional requirements, non-functional requirements, APIs, data model, high-level architecture, bid ordering and concurrency control, real-time highest-bid updates, scaling for hot auctions, and failure handling. Pay special attention to why pessimistic locking or single-writer serialization may be preferable to optimistic locking for highly contended celebrity auctions.
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