Patents by Inventor Percy Rivera Salas

Percy Rivera Salas has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Adaptable online breakpoint detection over I/O trace time series via deep neural network autoencoders re-parameterization
    Patent number: 11550686
    Abstract: One example method includes accessing I/O traces, generating parameters based on the I/O traces, and defining an autoencoder deep neural network, training the autoencoder deep neural network using the parameters, collecting and storing new I/O traces, computing an encoded features difference series using the new I/O traces, detecting breakpoints in the encoded features difference series, evaluating a utility of the breakpoints, and performing an action based on the breakpoint utility evaluation.
    Type: Grant
    Filed: May 2, 2019
    Date of Patent: January 10, 2023
    Assignee: EMC IP HOLDING COMPANY LLC
    Inventors: Eduardo Vera Sousa, Vinicius Michel Gottin, Percy Rivera Salas
  • ADAPTABLE ONLINE BREAKPOINT DETECTION OVER I/O TRACE TIME SERIES VIA DEEP NEURAL NETWORK AUTOENCODERS RE-PARAMETERIZATION
    Publication number: 20200349427
    Abstract: One example method includes accessing I/O traces, generating parameters based on the I/O traces, and defining an autoencoder deep neural network, training the autoencoder deep neural network using the parameters, collecting and storing new I/O traces, computing an encoded features difference series using the new I/O traces, detecting breakpoints in the encoded features difference series, evaluating a utility of the breakpoints, and performing an action based on the breakpoint utility evaluation.
    Type: Application
    Filed: May 2, 2019
    Publication date: November 5, 2020
    Inventors: Eduardo Vera Sousa, Vinicius Michel Gottin, Percy Rivera Salas