MUMBAI, India, Sept. 12 -- Intellectual Property India has published a patent application (202441016990 A) filed by Hewlett Packard Enterprise Development Lp, Spring, U.S.A., on March 8, 2024, for 'network fault detection using a machine learning model.'
Inventor(s) include Gopal Gupta; and Isaac Theogaraj.
The application for the patent was published on Sept. 12, under issue no. 37/2025.
According to the abstract released by the Intellectual Property India: "In some examples, a system receives a first representation of attributes associated with a network stack connected to an underlay network that couples a first system to a computing environment, where the network stack comprises a plurality of layers. The system receives a second representation of attributes associated with an overlay network provided over the underlay network. The system provides the first representation and the second representation to a machine learning model trained to detect a fault associated with communications between the first system and the computing environment. The machine learning model generates an output comprising a value representing a likelihood of a presence of the fault associated with the overlay layer or the underlay layer. Based on the output, the system initiates a remediation action to address the fault."
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