INFORMATION TECHNOLOGY RESOURCE MANAGEMENT

Patent №

US 9,727,332

Granted

2017-08-08

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14087309

Embodiments relate to information technology resource management and scaling. According to one aspect, an upcoming event impacting an application operating on one or more resources is identified. A workload on the application is predicted based on the upcoming event identified and historical data about a previous event having similarity with the upcoming event. The prediction is performed using a predefined rule. A number of resources required to process the predicted workload is ascertained using a past scaling history of the application. The resources are scaled based on the ascertained number of said resources determined before the occurrence of the event.

AI classification

Planning0.99
AI hardware0.94
Knowledge representation0.85
Machine learning0.82
Evolutionary computation0.01
Natural language0.00
Speech0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 316580164

Assignors

KODALI, SREEDHAR B., MILLWOOD, DANIEL N., RAGHAY, SANDEEP, VADLAMUDI, SRINIVASA B.

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

From the same owner

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