Build a Real-time Analytics Dashboard — System Design Interview Practice
Design a real-time analytics solution that ingests streaming data, runs SQL queries on large datasets, creates interactive dashboards, and refreshes visualizations automatically. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Stream data into BigQueryRequirement
- Run real-time SQL queriesRequirement
- Create interactive dashboardsRequirement
- Handle high-volume ingestionRequirement
- Optimize query performanceRequirement
- Schedule data refreshesRequirement
- Share dashboards with stakeholdersRequirement
- Monitor query costsRequirement
- gcpConcept to explore
- bigqueryConcept to explore
- pub subConcept to explore
- analyticsConcept to explore
- data studioConcept to explore
- real timeConcept to explore