USER CONFIGURABLE MESSAGE ANOMALY SCORING TO IDENTIFY UNUSUAL ACTIVITY IN INFORMATION TECHNOLOGY SYSTEMS

Patent №

US 10,169,719

Granted

2019-01-01

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14887355

Embodiments include method, systems and computer program products for identifying unusual activity in an IT system based on user configurable message anomaly scoring. Aspects include receiving a message stream for the IT system and selecting a plurality of messages from the message stream that correspond to an interval. Aspects also include determining a message anomaly score for each of the plurality of the messages, wherein the message anomaly score for each of the plurality of the messages is determined to be one of a default message anomaly score and a custom message anomaly score and calculating an interval anomaly score for the interval by adding the message anomaly score for each of the plurality of the messages. Aspects further include identifying a priority level of the interval by comparing the interval anomaly score to one or more thresholds.

Knowledge representationEvolutionary computationAI hardwareG06N 20/00G06F 21/552G06N 5/025G06N 20/20H04L 41/069H04L 63/1408H04L 41/142

AI classification

Knowledge representation0.97
AI hardware0.94
Evolutionary computation0.76
Planning0.15
Natural language0.02
Vision0.01
Machine learning0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 368310670

Assignors

CAFFREY, JAMES M.

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

From the same owner

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