FEDERATED LEARNING RESOURCE MANAGEMENT APPARATUS AND SYSTEM, AND RESOURCE EFFICIENCY METHOD THEREFOR

摘要

The present invention relates to a method performed by a federated learning (FL) resource management apparatus. An embodiment of the present invention comprises the steps of: receiving, from an FL server, request information for operation of a plurality of FL clients; selecting, on the basis of the request information, one or more FL clients to be operated from among the plurality of FL clients; distributing a basic model and a learning tool to the selected FL clients; and, as the FL server generates an integrated model on the basis of an updated model, receiving, from the FL server, a request for the distribution of the integrated model.