Cognitive Access Control Policy Management in a Multi-Cluster Container Orchestration Environment

Patent №

US 11,252,159

Granted

2022-02-15

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16574357

Dynamically enforcing access control policies unique to respective users in a multi-cluster container orchestration environment is provided. Resource-permission-role mappings are generated for users in the multi-cluster container orchestration environment based on preset access control criteria. Dynamic access control criteria are learned from the multi-cluster container orchestration environment over time. The resource-permission-role mappings for the users in the multi-cluster container orchestration environment are updated based on the dynamic access control criteria learned from the multi-cluster container orchestration environment over time. The resource-permission-role mappings are enforced to respective users in the multi-cluster container orchestration environment in response to receiving corresponding user resource access requests.

Machine learningKnowledge representationPlanningAI hardwareH04L 63/104G06F 9/45558G06N 20/00H04L 63/20G06F 2009/45587

AI classification

Planning1.00
AI hardware0.94
Knowledge representation0.72
Machine learning0.66
Vision0.08
Evolutionary computation0.05
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 504140498

Assignors

KANNAN, PRIYA, MOHAMMED, SHAJEER K., SUBRAMANIAM, KAVITHA

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

From the same owner

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