Patents by Inventor Mohammad SALAMA

Mohammad SALAMA 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).

  • Evaluation framework for cloud resource optimization
    Patent number: 11916807
    Abstract: The techniques disclosed herein enable a system to perform a robust evaluation of resource requirement recommendations through a simulated computing environment that closely resembles current conditions of a live computing environment. To achieve this, system characteristics such as CPU, RAM, and storage are extracted from currently available computing resources at the live computing environment. In addition, active software deployments at the live computing environment are randomly sampled to generate an activity dataset. The system characteristics and the activity dataset are then used to generate the simulated computing environment. Instances of a pending software deployment are then assigned to the simulated computing environment according to a resource requirement recommendation. The instances are then executed across various scenarios and analyzed to calculate a level of resource utilization.
    Type: Grant
    Filed: April 29, 2022
    Date of Patent: February 27, 2024
    Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
    Inventors: Hagit Grushka, Rachel Lemberg, Jeremy Samama, Eliya Habba, Mohammad Salama
  • EVALUATION FRAMEWORK FOR CLOUD RESOURCE OPTIMIZATION
    Publication number: 20230246981
    Abstract: The techniques disclosed herein enable a system to perform a robust evaluation of resource requirement recommendations through a simulated computing environment that closely resembles current conditions of a live computing environment. To achieve this, system characteristics such as CPU, RAM, and storage are extracted from currently available computing resources at the live computing environment. In addition, active software deployments at the live computing environment are randomly sampled to generate an activity dataset. The system characteristics and the activity dataset are then used to generate the simulated computing environment. Instances of a pending software deployment are then assigned to the simulated computing environment according to a resource requirement recommendation. The instances are then executed across various scenarios and analyzed to calculate a level of resource utilization.
    Type: Application
    Filed: April 29, 2022
    Publication date: August 3, 2023
    Inventors: Hagit GRUSHKA, Rachel LEMBERG, Jeremy SAMAMA, Eliya HABBA, Mohammad SALAMA