Patents by Inventor Pradap Konda

Pradap Konda 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).

  • Method and system for prediction and root cause recommendations of service access quality of experience issues in communication networks
    Patent number: 9152925
    Abstract: Embodiments of the invention utilize advanced statistical data analytics to predict and provide recommendations for root-cause analysis for service access QoE issues in networks, such as 3G/4G networks. Using FCAPS data as predictor variables, embodiments are configured to set up the problem as a predictive regression or classification problem to estimate service access QoE related indicators. Some embodiments perform training and tuning of various non-linear statistical modelling algorithms, based for example on tree and ensemble methods, using network deregistration information from RAN logs.
    Type: Grant
    Filed: March 12, 2013
    Date of Patent: October 6, 2015
    Assignee: NOKIA SOLUTIONS AND NETWORKS OY
    Inventors: Shirish Nagaraj, Kashyap Kamdar, Mark Allen Schamberger, Pradap Konda
  • METHOD AND SYSTEM FOR PREDICTION AND ROOT CAUSE RECOMMENDATIONS OF SERVICE ACCESS QUALITY OF EXPERIENCE ISSUES IN COMMUNICATION NETWORKS
    Publication number: 20130238534
    Abstract: Embodiments of the invention utilize advanced statistical data analytics to predict and provide recommendations for root-cause analysis for service access QoE issues in networks, such as 3G/4G networks. Using FCAPS data as predictor variables, embodiments are configured to set up the problem as a predictive regression or classification problem to estimate service access QoE related indicators. Some embodiments perform training and tuning of various non-linear statistical modelling algorithms, based for example on tree and ensemble methods, using network deregistration information from RAN logs.
    Type: Application
    Filed: March 12, 2013
    Publication date: September 12, 2013
    Applicant: NOKIA SIEMENS NETWORKS OY
    Inventors: Shirish Nagaraj, Kashyap Kamdar, Mark Allen Schamberger, Pradap Konda