Transfer Learning
based anomaly
detection
Transfer Learning
based anomaly
detection
Faster outliers – less training data
Self supervised and
semi supervised
learning
Self supervised and
semi supervised
learning
Lower MTTI, Improved precision (no false positives), recall (lesser missed alerts) over time
High impact
metrics
High impact
metrics
Enhanced observability, less storage and memory requirement
Relevance scores
Relevance scores
Ranked events, reduced noise, increased focus on critical problems, faster root cause
Alert correlation
Alert correlation
Improved observability, reduced alert volumes, faster root cause
Solution
recommendation
Solution
recommendation
Impact radius analysis, next best action recommendation based on similar incidents
Capacity
forecasting
Capacity
forecasting
Analysis of future infra-related chokepoints, better resource planning
Data
agnostic
Data
agnostic
Input data from various source - alerts, log, metric data Auto normalize input data
Operational friendly
Dashboards
Operational friendly
Dashboards
Out of the box plugins for enterprise dashboarding tools
HEAL's Machine Learning Engine