Enabling Intelligent Observability Volume Management

Learn about intelligent observability data management in edge cloud environments through this 23-minute conference talk from IBM and Red Hat experts. Discover how the Observability Volume Manager (OVM) framework provides dynamic control over observability data while maintaining service level agreements. Explore techniques for efficient data reduction across metrics, traces, and logs using open-source tools like Prometheus and OpenTelemetry. Understand how OVM performs dynamic transformations at the edge through filtering and aggregation, adjusts metric frequencies for risk-based analysis, and intelligently prunes correlated metrics to optimize observability budgets while minimizing impact on downstream operations.