MUMBAI, India, March 14 -- Intellectual Property India has published a patent application (202441069067 A) filed by Hewlett Packard Enterprise Development Lp, Spring, U.S.A., on Sept. 12, 2024, for 'time to fail and edge impact sequence predictions for optical transceivers.'
Inventor(s) include Prabhu, Venugopal Vembrakat Ranganath; Mcmullen, David; Davanakatti, Nagaraj; Kenchegowda, Chandan; Halappa Jakallannavar, Pavithra; Kasavajjhula, Narasimhasastry; Kulkarni, Varsha; and Peng, Chuan.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "Systems and methods are provided for predicting a time until failure of an optical transceiver that is used within a context of a storage area network. In order to proactively take the optical transceiver offline or otherwise replace the transceiver before its failure affects the larger network, a long short-term memory recurrent neural network is executed to predict the time that remains until a predicted failure of the transceiver. The degradation in transmission power of the transceiver is monitored until a point at which the value falls below a threshold. This then causes the neural network to be executed and an alert message to be provided to a customer, informing them of the predicted time until failure of the particular component within their larger network."
Disclaimer: Curated by HT Syndication.
