MANAGING STREAM COMPONENTS BASED ON VIRTUAL MACHINE PERFORMANCE ADJUSTMENTS

Patent №

US 9,626,208

Granted

2017-04-18

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14271704

Embodiments of the disclosure include a method, a system, and a computer program product for modifying a stream operator based on the virtual resources. The method includes receiving a first resource allocation and a second resource allocation of a virtual resource for a virtual machine supporting a stream computing application. The method also includes determining whether the second resource allocation changed within a tolerance relative to the first resource allocation. The method also includes identifying a stream operator in the stream computing application using the virtual resource of the virtual machine. The method also includes modifying the stream operator to accommodate the second resource allocation in response to the second resource allocation changing relative to the first resource allocation.

Machine learningKnowledge representationG06F 9/45558G06F 9/4856G06F 9/50G06F 9/5027G06F 9/5077G06F 9/5094G06F 16/24568G06F 8/61+3 more

AI classification

Knowledge representation0.84
Machine learning0.71
AI hardware0.31
Planning0.18
Evolutionary computation0.00
Vision0.00
Speech0.00
Natural language0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 328390911

Assignors

CAO, BIN, EIDEM, JESSICA R., MURAS, BRIAN R., SUN, JINGDONG

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

From the same owner

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