Patents Examined by Wuju Chen
  • Patent number: 10742516
    Abstract: Systems, methods, and computer-readable media for distributing machine learning. In some examples, a first GAN model is deployed to a first network edge device and a second GAN model is deployed to a second network edge device. A generator of the first GAN model can be trained using real telemetry data of a first computing node and a generator of the second GAN model can be trained using real telemetry data of a second IoT device. The generator of the first GAN model and the generator of the second GAN model can be received. Additionally, a unified generator of a unified GAN model can be trained using the generator of the first GAN model and the generator of the second GAN model. Subsequently, the unified GAN model can be deployed to a third computing node for monitoring operation of the third IoT device.
    Type: Grant
    Filed: February 6, 2019
    Date of Patent: August 11, 2020
    Assignee: CISCO TECHNOLOGY, INC.
    Inventors: Volodymyr Iashyn, Borys Viacheslavovych Berlog, Dmitri Goloubev