Patents by Inventor Junaid Alam

Junaid Alam 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).

  • IDENTIFYING A PERFORMANCE ISSUE ASSOCIATED WITH A 5G WIRELESS TELECOMMUNICATION NETWORK
    Publication number: 20250142379
    Abstract: The system obtains KPIs of a cell of a telecommunication network. The system preprocesses the multiple KPIs by reducing noise of the multiple KPIs and normalizing an amplitude of a KPI among the multiple KPIs. The system identifies a performance issue of the network by executing multiple ML models based on the KPIs, where a first ML model is configured to identify a sudden performance degradation, where a second ML model is configured to identify an event leading to a change in a performance trend, where a third ML model is configured to identify a gradual change in the performance trend, and where a fourth ML model is configured to identify whether the cell of the network is nearing a capacity limitation of the cell. The system provides a report based on the identified performance issue.
    Type: Application
    Filed: December 27, 2024
    Publication date: May 1, 2025
    Inventors: Usama Masood, Oliver Coudert, Bharatwajan Raman, Nirmal Chandrasekaran, Junaid Alam
  • Identifying a performance issue associated with a 5G wireless telecommunication network
    Patent number: 12212988
    Abstract: The system obtains KPIs of a cell of a telecommunication network. The system preprocesses the multiple KPIs by reducing noise of the multiple KPIs and normalizing an amplitude of a KPI among the multiple KPIs. The system identifies a performance issue of the network by executing multiple ML models based on the KPIs, where a first ML model is configured to identify a sudden performance degradation, where a second ML model is configured to identify an event leading to a change in a performance trend, where a third ML model is configured to identify a gradual change in the performance trend, and where a fourth ML model is configured to identify whether the cell of the network is nearing a capacity limitation of the cell. The system provides a report based on the identified performance issue.
    Type: Grant
    Filed: August 9, 2022
    Date of Patent: January 28, 2025
    Assignee: T-Mobile USA, Inc.
    Inventors: Usama Masood, Oliver Coudert, Bharatwajan Raman, Nirmal Chandrasekaran, Junaid Alam
  • IDENTIFYING A PERFORMANCE ISSUE ASSOCIATED WITH A 5G WIRELESS TELECOMMUNICATION NETWORK
    Publication number: 20240056842
    Abstract: The system obtains KPIs of a cell of a telecommunication network. The system preprocesses the multiple KPIs by reducing noise of the multiple KPIs and normalizing an amplitude of a KPI among the multiple KPIs. The system identifies a performance issue of the network by executing multiple ML models based on the KPIs, where a first ML model is configured to identify a sudden performance degradation, where a second ML model is configured to identify an event leading to a change in a performance trend, where a third ML model is configured to identify a gradual change in the performance trend, and where a fourth ML model is configured to identify whether the cell of the network is nearing a capacity limitation of the cell. The system provides a report based on the identified performance issue.
    Type: Application
    Filed: August 9, 2022
    Publication date: February 15, 2024
    Inventors: Usama Masood, Oliver Coudert, Bharatwajan Raman, Nirmal Chandrasekaran, Junaid Alam