公开(公告)号：US10884805B2

公开(公告)日：2021-01-05

申请号：US15898030

申请日：2018-02-15

Applicant: Amazon Technologies, Inc.

Inventor： Wei Huang ,  Matt Nakoneczny

IPC: G06F9/455 ,  G06F9/50 ,  G06N20/00

Abstract: Systems and methods are described for the collection and transmission of virtual machine resource operations information. Individual agents on virtual machine resources collect and store operations information in accordance with a current operations information collection configuration. The individual agents will initiate a transmission of the collected operations information. Responsive to the receipt of the transmission of the collected operations information, the monitoring processing service calculates a hierarchy of anomaly scores utilizing machine learning techniques. The monitoring processing service can generate a processing result.

公开(公告)号：US20190250950A1

公开(公告)日：2019-08-15

申请号：US15898030

申请日：2018-02-15

Applicant: Amazon Technologies, Inc.

Inventor： Wei Huang ,  Matt Nakoneczny

IPC: G06F9/50 ,  G06N99/00

CPC classification number: G06F9/5005 ,  G06N20/00

Abstract: Systems and methods are described for the collection and transmission of virtual machine resource operations information. Individual agents on virtual machine resources collect and store operations information in accordance with a current operations information collection configuration. The individual agents will initiate a transmission of the collected operations information. Responsive to the receipt of the transmission of the collected operations information, the monitoring processing service calculates a hierarchy of anomaly scores utilizing machine learning techniques. The monitoring processing service can generate a processing result.