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
Lab
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.
AI classification
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.