Design a Low-Latency Metrics and Alerting Platform

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Quick Overview

Design a multi-tenant metrics and alerting platform for time-series ingestion, dashboards, SLO evaluation, and notifications with critical detection under two seconds. Cover cardinality controls, late data, heartbeat-based liveness, durable alert state, deduplicated delivery, retention, and regional failures.

Design a Low-Latency Metrics and Alerting Platform

Company: Citadel

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Onsite

Overview: Design a multi-tenant metrics and alerting platform for time-series ingestion, dashboards, SLO evaluation, and notifications with critical detection under two seconds. Cover cardinality controls, late data, heartbeat-based liveness, durable alert state, deduplicated delivery, retention, and regional failures.

Read the full Citadel Software Engineer interview experience this question came from

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Citadel
Jul 12, 2026
mediumSoftware EngineerOnsiteSystem Design
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