SELECTING TIME-SERIES DATA FOR INFORMATION TECHNOLOGY (IT) OPERATIONS ANALYTICS ANOMALY DETECTION

Patent №

US 10,587,487

Granted

2020-03-10

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14862395

A computer program product for selecting time-series data is provided. The computer program product includes a computer readable storage medium having program instructions embodied therewith. The program instructions are readable and executable by a processing circuit to cause the processing circuit to assemble, by the processing circuit, a set of analytic assessment tools for time-series data, engage, by the processing circuit, the analytic assessment tools to measure characteristics-of-importance in a relevant analytic domain for sets of the time-series data, generate, by the processing circuit, as a measurement result, a score for each set of the time-series data based on the associated characteristics-of-importance and rank, by the processing circuit, the sets of the time-series data in accordance with the score for each set of the time-series data for subsequent time-series data selection.

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.99
AI hardware0.96
Evolutionary computation0.84
Natural language0.10
Speech0.01
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 366330501

Assignors

GARRETT, RYAN A., MCKEOWN, ROBERT J.

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

From the same owner

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