Patent №
US 9,727,332
Granted
2017-08-08
Filed 2013
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
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
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.