DYNAMIC RE-COMPOSITION OF PATCH GROUPS USING STREAM CLUSTERING

Patent №

US 10,977,366

Granted

2021-04-13

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16703200

Techniques for dynamic server groups that can be patched together using stream clustering algorithms, and learning components in order to reuse the repeatable patterns using machine learning are provided herein. In one example, in response to a first risk associated with a first server device, a risk assessment component patches a server group to mitigate a vulnerability of the first server device and a second server device, wherein the server group is comprised of the first server device and the second server device. Additionally, a monitoring component monitors data associated with a second risk to the server group to mitigate the second risk to the server group.

Machine learningPlanningAI hardwareG06F 21/561G06F 11/3404G06F 11/3495G06F 21/568G06F 21/577

AI classification

Machine learning0.94
Planning0.82
AI hardware0.75
Knowledge representation0.35
Evolutionary computation0.09
Vision0.07
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 511770391

Assignors

BULUT, MUHAMMED FATIH, HWANG, JINHO, SREEDHAR, VUGRANAM C., ZENG, SAI

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

From the same owner

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