OMB Individually Reported
IT System Utilization Optimization
Low riskExact public inventory row
Description
(Marketplace) The FFE application usage patterns vary and are dependent on differing environment usage periods. CMS resources are currently manually scaled, not allowing immediate actions in correlation with usage changes.
Detailed example
Automation of application scaling
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Implement ML to determine optimized infrastructure/application scaling to support system volume.
Controls / human review
ATO: Not reported; PIA: Not published