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
Lab
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.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 368310670
Assignors
CAFFREY, JAMES M.
On an employer assignment, the assignors are typically the inventors.