5G User Plane
The functional plane in the 5G core network architecture responsible for actual packet forwarding, as opposed to the control plane (session management, policy, mobility). Its core network element is the UPF.
Timeline (last 90 days)
The research proposes Inference on Demand (IoD), attempting to turn split inference from a private implementation at the application layer into a service that can be recognized and scheduled by the network on the 5G user plane.
IoD carries split-aware tensor context in-band on the 5G user plane path, so that the inference state accompanying tensor transmission flows together with the data, and network nodes make forwarding or computation decisions based on it.
All Facts (2)
The research proposes Inference on Demand (IoD), attempting to turn split inference from a private implementation at the application layer into a service that can be recognized and scheduled by the network on the 5G user plane.
50%UnverifiedIoD carries split-aware tensor context in-band on the 5G user plane path, so that the inference state accompanying tensor transmission flows together with the data, and network nodes make forwarding or computation decisions based on it.
50%