Enhancements for Distributed Machine Learning Models in Wireless Communication Systems

A user equipment (UE) may receive, from a network node one or more reference signals and perform one or more measurements using the one or more reference signals. The UE may compress the one or more measurements into one or more measurement results and transmit the one or more measurement results to a server. The UE may request, from the server, at least one of one or more identifiers (IDs) or one or more models associated with the one or more IDs. The UE may receive, from the server, the at least one of the one or more IDs or one or more models, wherein the one or more IDs are provided based on the one or more measurement results. The UE may transmit, to the network node, an ordered list of the one or more IDs, receive a response from the network node indicating selection of an ID of the one or more IDs, and communicate with the network node using the ID.