Patents by Inventor Atle Jorgensen

Atle Jorgensen 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).

  • Using unsupervised learning to monitor changes in fleet behavior
    Patent number: 10324779
    Abstract: Embodiments are disclosed for determining whether a computing node is in a normal or an abnormal condition based on its characteristics relative to those of other computing nodes. In embodiments, log files for the computing node are used to develop a state model of the computing node, and where the state model differs between two similar computing nodes, an abnormality is identified. In other embodiments, characteristics about computing nodes (e.g., CPU resources used) are used to cluster those computing nodes, and those computing nodes that lie outside of a cluster are identified as abnormal.
    Type: Grant
    Filed: June 21, 2013
    Date of Patent: June 18, 2019
    Assignee: Amazon Technologies, Inc.
    Inventors: Carl Bellingan, Atle Jorgensen
  • Determining abnormal conditions of host state from log files through Markov modeling
    Patent number: 10255124
    Abstract: Embodiments are disclosed for determining whether a computing node is in a normal or an abnormal condition based on its characteristics relative to those of other computing nodes. In embodiments, log files for the computing node are used to develop a state model of the computing node, and where the state model differs between two similar computing nodes, an abnormality is identified. In other embodiments, characteristics about computing nodes (e.g., CPU resources used) are used to cluster those computing nodes, and those computing nodes that lie outside of a cluster are identified as abnormal.
    Type: Grant
    Filed: June 21, 2013
    Date of Patent: April 9, 2019
    Assignee: Amazon Technologies, Inc.
    Inventors: Carl Bellingan, Atle Jorgensen