Reactive Monitoring Without Predictive Capacity Insights
infoTraditional BIG-IP monitoring focuses on current state without historical trending, preventing teams from proactively addressing resource exhaustion (bandwidth, connections, CPU) before performance degradation or outages occur.
Application performance issues or outages occur without advance warning despite monitoring being in place. No historical data available to identify gradual resource consumption trends. Monitoring alerts fire only when thresholds are already exceeded rather than before capacity limits are reached.
Deploy Application Study Tool (AST) with OpenTelemetry, Prometheus, and Grafana to build historical telemetry database for trend analysis. Configure dashboards to track resource utilization trends over time (weeks/months) to identify approaching capacity limits. Implement predictive alerting based on rate of change in resource consumption rather than static thresholds. Use historical data during Day 2 operations to plan capacity scaling before performance impact occurs.