Ciena Corporation
Network system modeling using nested models combining machine learning and behavioral approaches
Last updated:
Abstract:
Systems and methods include obtaining input data related to a networking system; modeling operation of the networking system via a composite model that includes a plurality of sub-models that collectively form the composite model, wherein at least one sub-model is a behavioral sub-model and at least one sub-model is a machine learning model, wherein various data in the input data is provided to corresponding sub-models, and wherein each sub-model is configured to model one or more components in the networking system; and providing output data based on the modeling.
Status:
Application
Type:
Utility
Filling date:
16 Feb 2021
Issue date:
18 Aug 2022