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

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Machine Learning (ML),ML Task - Action Selection - Reinforcement Learning

Potential Vendors

New Relic