Design a Smart SLA Monitoring and Prediction System — System Design Interview Practice
Design a system that monitors SLA compliance in real-time, predicts SLA breaches before they happen, calculates error budgets, and triggers proactive mitigation actions. Work through the requirements, architecture trade-offs, and an interactive design review.
Requirements and concepts to consider
- Monitor SLIs and SLOs in real-timeRequirement
- Calculate remaining error budget continuouslyRequirement
- Predict SLA breaches 1-4 hours in advanceRequirement
- Alert on predicted breaches with confidence scoresRequirement
- Track SLA compliance across services and teamsRequirement
- Generate SLA compliance reports for customersRequirement
- Trigger automated mitigation on breach predictionRequirement
- Support composite SLAs across service chainsRequirement
- aiopsConcept to explore
- sla monitoringConcept to explore
- sloConcept to explore
- predictionConcept to explore
- error budgetConcept to explore
- reliabilityConcept to explore