Patents by Inventor Rashid MIJUMBI

Rashid MIJUMBI 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).

  • Management and control for IP and fixed networking
    Patent number: 11258659
    Abstract: A method for managing alarms in a network includes identifying a first set of alarms based on data in a knowledge base, determining at least one attribute for each alarm in the first set of alarms, generating a model based on the at least one attribute, and applying the model to manage alarms in the network. The at least one attribute includes at least one of a persistence time for one or more alarms in the first set of alarms, an alarm group derived from the first set of alarms, and predictions for alarms in the first set of alarms. The model may be adaptively updated to track changing network conditions relating to the alarms.
    Type: Grant
    Filed: July 12, 2019
    Date of Patent: February 22, 2022
    Assignee: Nokia Solutions and Networks Oy
    Inventors: Rashid Mijumbi, Abhaya Asthana, Carlos Bernal Paniagua, Manuel Castejon Cay
  • Methods and systems for generation and adaptation of network baselines
    Patent number: 11228503
    Abstract: Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.
    Type: Grant
    Filed: December 8, 2017
    Date of Patent: January 18, 2022
    Assignee: Nokia Solutions and Networks Oy
    Inventors: Rashid Mijumbi, Abhaya Asthana, Markku Koivunen, Haiyong Fu, Qinjun Zhu
  • METHODS AND SYSTEMS FOR GENERATION AND ADAPTATION OF NETWORK BASELINES
    Publication number: 20210168042
    Abstract: Systems, methods, apparatuses, and computer program products for the generation and adaptation of network baselines are provided. One method may include generating predicted values for one or more network metrics over a future time period, generating a baseline for the network metric(s) using the predicted values and/or historic data, evaluating the network metric(s) to detect changes in network conditions using at least one time series analysis technique, and adapting the baseline to the detected changes in network conditions using historic data, machine learning and/or a time series analysis technique.
    Type: Application
    Filed: December 8, 2017
    Publication date: June 3, 2021
    Inventors: Rashid MIJUMBI, Abhaya ASTHANA, Markku KOIVUNEN, Haiyong FU, Qinjun ZHU
  • MANAGEMENT AND CONTROL FOR IP AND FIXED NETWORKING
    Publication number: 20210014107
    Abstract: A method for managing alarms in a network includes identifying a first set of alarms based on data in a knowledge base, determining at least one attribute for each alarm in the first set of alarms, generating a model based on the at least one attribute, and applying the model to manage alarms in the network. The at least one attribute includes at least one of a persistence time for one or more alarms in the first set of alarms, an alarm group derived from the first set of alarms, and predictions for alarms in the first set of alarms. The model may be adaptively updated to track changing network conditions relating to the alarms.
    Type: Application
    Filed: July 12, 2019
    Publication date: January 14, 2021
    Inventors: Rashid MIJUMBI, Abhaya ASTHANA, Carlos Bernal PANIAGUA, Manuel CASTEJON CAY