Design a Twitter hashtag metrics aggregator

Company: Google

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates competency in designing scalable, low-latency real-time stream processing and aggregation systems, covering concepts such as windowing and stateful processing, data modeling, fault tolerance, hot-key handling, and API/query performance.