AI Use Case
Allocate cloud compute resources in real time for web and mobile applications
Monitor application performance for cloud compute resource allocation - scaling up or down and switching on or off capacity in response to web and mobile application usage numbers.
Function
Information Technology
Architecture
Benefits
Cost - Asset uptime optimisation,Operational - Increased machine uptime,Cost - Process simplification
Case Studies
Riot Games~Riot Games detects anomalies negatively impacting project and software performance in real time to improve product delivery ,Xbox~Xbox has reduced user download wait time in half by prioritising download order of files using machine learning in a pilot
Potential Vendors
New Relic
Industry
Data Sets
Structured / Semi-structured,Time series
AI Technologies
Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning