Design a metrics platform without alerting

Company: LinkedIn

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's ability to design a scalable time-series metrics platform, covering data modeling for counters/gauges/histograms and labels, ingestion and storage strategies, query APIs, multi-tenancy, and operational trade-offs like reliability and cost.