DETECTING ANOMALOUS BEHAVIOR PATTERNS IN AN ELECTRONIC ENVIRONMENT

Patent №

US 8,959,633

Granted

2015-02-17

Filed 2013

Owner

AMAZON TECHNOLOGIES, INC.

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13828265

The behavior of a group of resources, such as a fleet of servers, can be monitored to attempt to determine a baseline of acceptable behaviors. When a behavior is observed, the baseline can be consulted to determine whether the behavior is indicated to be acceptable. If not, the rate or extent at which the newly observed behavior is observed on groupings of similar resources can be monitored. This information can be used to determine whether the behavior is acceptable in which case information for the observed behavior can be used to automatically update the baseline such that the baseline is representative of current acceptable behavior within the group of resources.

AI classification

Planning1.00
Knowledge representation0.91
AI hardware0.64
Machine learning0.39
Vision0.01
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 309170348

Assignors

DOKEY, AARON DOUGLAS, SEARLE, IAN ROGER, BRANDWINE, ERIC JASON

On an employer assignment, the assignors are typically the inventors.

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