PROVENANCE BASED IDENTIFICATION OF POLICY DEVIATIONS IN CLOUD COMPUTING ENVIRONMENTS

Patent №

US 11,553,005

Granted

2023-01-10

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17351737

Policy deviations for distributed computing environments are detected and recorded an immutable ledger of transaction provenance from end to end transactions performed in the distributed computing environment. From the immutable ledger, persona data for transaction types is plotted as an bipartite graph. Edge weights of the bipartite graphs are correlated to trust levels between personas from the persona data and the transaction types from the immutable ledger. Trust levels from the edge weights are correlated to rules illustrating when the transaction provenance indicate a policy deviation in the distributed computing environment. The rules are then employed to detect in real time end to end provenance when a policy deviation in the distributed computing environment is occurring. An alert of policy deviations may be sent to stakeholders for the distributed computing environment.

Knowledge representationPlanningAI hardwareH04L 63/20H04L 63/101H04L 67/10H04L 63/1425H04L 67/104

AI classification

Planning1.00
Knowledge representation1.00
AI hardware0.99
Machine learning0.43
Evolutionary computation0.02
Natural language0.01
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 565860746

Assignors

NARIGAPALLI, ANIL KUMAR, NANDURU, LAXMIKANTHA SAI, VADAYADIYIL RAVEENDRAN, PRAMOD, NAGAR, SEEMA

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

From the same owner

© 2026 NYSGPT2525 LLC