System Design HLD Example: Real-Time Leaderboard
Mar 28 · 15 min read · TLDR: Real-time leaderboards for 10M+ active users require an in-memory ranking engine. Redis Sorted Sets (ZSET) are the industry standard, providing $O(\log N)$ updates and rank lookups via an internal Skip List data structure. Relational databases ...
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