AI Use Case

Optimise network layout

Network layout optimisation optimises network layout in order to minimise traffic bottlenecks and deliver higher volume network bandwidth and throughput.

Function

Operations

Network Operations

Benefits

Cost - Optimise resource allocation,Cost - Optimise geographic footprint

Case Studies

UPS~UPS uses network planning tools to optimise the flow of packages within its network from loading docks to sorting to the final destination

Potential Vendors

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

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