Machine learning (ML) is computer technology that ingests and analyzes data over time to progressively enhance its understanding against a particular task.
In cloud management, machine learning algorithms model and train on workload performance data and databases of cloud provider offerings and services. Based on learned data, machine learning can predict which cloud instance and configuration is the perfect match for each workload or application.
Densify uses Cloe—our Cloud-Learning Optimization Engine—to learn applications’ requirements 24/7. Cloe matches each application’s unique demands to the optimal cloud services, leveraging a holistic, always-updated model of cloud service offerings.
Cloe continuously analyzes cloud usage patterns, proactively making application instances self-aware of changes required to maintain optimized performance.