Tackling the dynamic demands of workloads down to the application level is key to performance optimization with right amount of resources. Federator.ai’s CrystalClear Time Series Analysis Engine captures the dynamic nature of application workload and produces accurate resource usage predictions. With Just-In-Time Fitted recommendations from DataProphet Recommendation Engine, application performance and resilience can be ensured with automatic and agile resource adjustments.