Build a Real-time Analytics Platform — System Design Interview Practice
Design a real-time analytics solution that ingests millions of events, processes streaming data, detects patterns, and triggers actions based on analytics. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Ingest events from multiple sourcesRequirement
- Process streams with SQL-like queriesRequirement
- Detect patterns and anomaliesRequirement
- Store processed resultsRequirement
- Trigger actions based on eventsRequirement
- Handle late-arriving dataRequirement
- Scale throughput dynamicallyRequirement
- Monitor streaming jobsRequirement
- azureConcept to explore
- event hubsConcept to explore
- stream analyticsConcept to explore
- real timeConcept to explore
- analyticsConcept to explore