Design an exception monitoring system with top‑K

Company: LinkedIn

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates the ability to design a scalable, low-latency exception monitoring system focusing on streaming ingestion, event grouping/fingerprinting, data modeling for raw and aggregated stores, retention policies, and payload privacy.