Method and system for deployment of prediction models using sketches generated through distributed data distillation

Abstract

Techniques described herein relate to a method for managing data nodes. The method includes identifying, by a data node manager associated with a plurality of data nodes, a model deployment event; in response to identifying the model deployment event: generating, by the data node manager, a new model using model generation information from a subset of the plurality of data nodes specified by a data node registry; deploying, by the data node manager, the new model to the plurality of data nodes; and updating the data node registry based on the new model to obtain an updated data node registry.

CPC Classifications