Patents by Inventor Ernese Norelus

Ernese Norelus 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).

  • Automated orchestration of containers by assessing microservices
    Patent number: 11704123
    Abstract: Performing container scaling and migration for container-based microservices is provided. A first set of features is extracted from each respective microservice of a plurality of different microservices. A number of containers required at a future point in time for each respective microservice of the plurality of different microservices is predicted using a trained forecasting model and the first set of features extracted from each respective microservice. A scaling label and a scaling value are assigned to each respective microservice of the plurality of different microservices based on a predicted change in a current number of containers corresponding to each respective microservice according to the number of containers required at the future point in time for each respective microservice.
    Type: Grant
    Filed: November 24, 2020
    Date of Patent: July 18, 2023
    Assignee: International Business Machines Corporation
    Inventors: Sreenivasa Rao Pamidala, Jayachandu Bandlamudi, Gandhi Sivakumar, Ernese Norelus
  • Automated Orchestration of Containers by Assessing Microservices
    Publication number: 20220164186
    Abstract: Performing container scaling and migration for container-based microservices is provided. A first set of features is extracted from each respective microservice of a plurality of different microservices. A number of containers required at a future point in time for each respective microservice of the plurality of different microservices is predicted using a trained forecasting model and the first set of features extracted from each respective microservice. A scaling label and a scaling value are assigned to each respective microservice of the plurality of different microservices based on a predicted change in a current number of containers corresponding to each respective microservice according to the number of containers required at the future point in time for each respective microservice.
    Type: Application
    Filed: November 24, 2020
    Publication date: May 26, 2022
    Inventors: Sreenivasa Rao Pamidala, Jayachandu Bandlamudi, Gandhi Sivakumar, Ernese Norelus