Compass analytics are informed by the system’s extensive data collection and monitoring of backup infrastructure and operations, as well as on environmental conditions. Through the automation capabilities described previously, Compass constantly monitors and analyzes metrics, conditions, and events associated with backup infrastructure, operations, and environment.
The ever-expanding set of Compass analytics includes:
- Simple capacity analytics. Compass continually tracks free and utilized resources with historic and predictive analytics including trending at all levels, out-of-space projections, and future modeling based on past growth rates.
- Performance analytics. Including out-of-bounds performance metrics on storage, servers, networks, and backup operations.
- Health analytics. Including analysis of exhaust (metadata and metrics) for errors, recurring transient errors, out-of-bounds health metrics, predictive failure analysis, and problem avoidance.
- Cyber-attack detection and other security analytics. Including monitoring various metrics, conditions, and events and analyzing for indications of ransomware or other security attacks. Specific examples of security analysis include: data or deduplication rate anomalies, file type anomalies, abnormal operational behaviors, any unauthorized access attempts into the Compass Commander portal, and any access attempts into any of the Compass infrastructure components.
Many of these analytics are internally optimizing, meaning Compass may make adjustments to its own operational and infrastructure management based on conditions, behaviors, and events it detects across the entire Compass universe. Compass is continually evolving and learning. Cobalt Iron regularly adds additional automation and analytics to the Compass platform, making them immediately available to customers.