Patents by Inventor David Elfi

David Elfi 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: 11855849
    Abstract: At a rule processing unit of an evolving, self-organized machine learning-based resource management service, a rule of a first rule set is applied to a value of a first collected metric, resulting in the initiation of a first corrective action. A set of metadata indicating the metric value and the corrective action is transmitted to a repository, and is used as part of an input data set for a machine learning model trained to generate rule modification recommendations. In response to determining that the corrective actions did not meet a success criterion, an escalation message is transmitted to another rule processing unit.
    Type: Grant
    Filed: September 26, 2017
    Date of Patent: December 26, 2023
    Assignee: Amazon Technologies, Inc.
    Inventors: Melissa Elaine Davis, Renaud Bordelet, Charles Alexander Carman, David Elfi, Anton Vladilenovich Goldberg, Kyle Bradley Peterson, Christopher Allen Suver