Patents by Inventor Malik Maiga

Malik Maiga 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).

  • Patent number: 9577939
    Abstract: Techniques are disclosed for determining a preferred hashing algorithm for load balancing physical interface utilization in a network device, such as a switch, configured with a port-channel architecture. While a current hashing algorithm is being applied to network traffic flows, a forwarding engine of the network device retrieves snapshot data of each flow and evaluates the flows against other hashing algorithms. The forwarding engine, for each hashing algorithm result, calculates statistical measures, such as mean, variance, and coefficient of variation. These measures are used to determine the preferred hashing algorithm to subsequently be applied. Once determined, the networking device may notify a user (e.g., a system administrator) of the algorithm.
    Type: Grant
    Filed: November 7, 2013
    Date of Patent: February 21, 2017
    Assignee: Cisco Technology, Inc.
    Inventors: Anand Akella, Sanjay Hooda, Malik Maiga, James Shen, Sheshendra Kumar
  • Publication number: 20150127809
    Abstract: Techniques are disclosed for determining a preferred hashing algorithm for load balancing physical interface utilization in a network device, such as a switch, configured with a port-channel architecture. While a current hashing algorithm is being applied to network traffic flows, a forwarding engine of the network device retrieves snapshot data of each flow and evaluates the flows against other hashing algorithms. The forwarding engine, for each hashing algorithm result, calculates statistical measures, such as mean, variance, and coefficient of variation. These measures are used to determine the preferred hashing algorithm to subsequently be applied. Once determined, the networking device may notify a user (e.g., a system administrator) of the algorithm.
    Type: Application
    Filed: November 7, 2013
    Publication date: May 7, 2015
    Applicant: Cisco Technology, Inc.
    Inventors: Anand AKELLA, Sanjay HOODA, Malik MAIGA, James SHEN, Sheshendra KUMAR
  • Patent number: 8446910
    Abstract: Embodiments described herein achieve even traffic load-balancing among physical ports in a port channel with 2N ports of a networking switch. Embodiments may derive an upper limit of hash values given all the possible number of ports within a port channel. Based on the determined upper limit of hash values, embodiments provide the steps to evenly distribute hash values among ports in a port channel when adding or deleting a port to achieve even traffic load-balancing among ports in a port channel all the time.
    Type: Grant
    Filed: April 14, 2011
    Date of Patent: May 21, 2013
    Assignee: Cisco Technology, Inc.
    Inventors: Qinyu Chen, Malik Maiga
  • Publication number: 20120263048
    Abstract: Embodiments described herein achieve even traffic load-balancing among physical ports in a port channel with 2N ports of a networking switch. Embodiments may derive an upper limit of hash values given all the possible number of ports within a port channel. Based on the determined upper limit of hash values, embodiments provide the steps to evenly distribute hash values among ports in a port channel when adding or deleting a port to achieve even traffic load-balancing among ports in a port channel all the time.
    Type: Application
    Filed: April 14, 2011
    Publication date: October 18, 2012
    Applicant: Cisco Technology, Inc.
    Inventors: Qinyu Chen, Malik Maiga