In The News: Wallaroo Featured In RCR Wireless About 5G And Edge ML
The combination of 5G with AI promises new revenue streams to communication service providers (CSPs), such as private networks. But taking complex machine learning models trained in cloud or on-prem environments and deploying them at the edge is still relatively new. The dev environment can be so different from the live production environment that it could take months of reengineering before a single model can be successfully deployed at the edge. And once live, the data scientists who developed the model often have no view into the ongoing performance of their model until something goes wrong.
In this contributed article to RCR Wireless Media, Wallaroo’s Director of Architecture, Jason McCampbell, and Head of Product Marketing, Hector Leano, delve deeper into the observability and performance hurdles CSPs need to overcome in order to operationalize edge ML.