Patents by Inventor Anirudha Jitani

Anirudha Jitani 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).

  • Overload protection for edge cluster using two tier reinforcement learning models
    Patent number: 11943284
    Abstract: An overload protection mechanism for network nodes in an edge node cluster uses two tier reinforcement learning models; one at the edge node level and one at the cluster level. The node level reinforcement learning model optimizes a routing policy for a service/application to determine whether an edge node receiving a client request shall handle the traffic for the service/application. The cluster level reinforcement learning model optimizes a policy for an application that determines which neighboring edge node shall be considered to handle a client request for the given application in case of redirection or proxy by the edge node receiving the client request.
    Type: Grant
    Filed: October 9, 2020
    Date of Patent: March 26, 2024
    Assignee: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
    Inventors: Zhongwen Zhu, Hatem Abou-zeid, Anirudha Jitani, Aditya Mahajan
  • Overload Protection for Edge Cluster Using Two Tier Reinforcement Learning Models
    Publication number: 20230344899
    Abstract: An overload protection mechanism for network nodes in an edge node cluster uses two tier reinforcement learning models; one at the edge node level and one at the cluster level. The node level reinforcement learning model optimizes a routing policy for a service/application to determine whether an edge node receiving a client request shall handle the traffic for the service/application. The cluster level reinforcement learning model optimizes a policy for an application that determines which neighboring edge node shall be considered to handle a client request for the given application in case of redirection or proxy by the edge node receiving the client request.
    Type: Application
    Filed: October 9, 2020
    Publication date: October 26, 2023
    Inventors: Zhongwen Zhu, Hatem Abou-zeid, Anirudha Jitani, Aditya Mahajan