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capacity estimation

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dbaplus Community
dbaplus Community
Oct 24, 2026 · Backend Development

System Design: Building a Scalable URL Shortener from Requirements to Base62 Keys

This article walks through a system design interview for a URL shortener, covering requirements analysis, capacity estimation (20K read QPS, 15TB storage), API design, NoSQL data modeling, key generation via auto-increment ID with base62 encoding, hash-based partitioning, Redis caching with LRU eviction, load balancing strategies, and lazy expiration cleanup.

Redis cachingURL shortenerbase62 encoding
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System Design: Building a Scalable URL Shortener from Requirements to Base62 Keys