METHOD AND SYSTEM FOR FEDERATED DEPLOYMENT OF PREDICTION MODELS USING DATA DISTILLATION

Techniques described herein relate to a method for managing data nodes of data node clusters. The method includes obtaining, by a data node manager, a request to deploy a model to a data node; in response to obtaining the model deployment request: identifying, by the data node manager, a data node cluster associated with the data node; making a first determination, by the data node manager, that the data node cluster is associated with an available distilled dataset; and in response to the first determination: generating, by the data node manager, a model using the available distilled dataset; and deploying, by the data node manager, the model to the data node.