公开(公告)号：US11620070B2

公开(公告)日：2023-04-04

申请号：US17169856

申请日：2021-02-08

Applicant: Kyndryl, Inc.

Inventor： Shankar Balasubramanian ,  Anil Kumar Narigapalli ,  Clea Zolotow ,  Laxmikantha Sai Nanduru

IPC: G06F3/06 ,  G06N20/00 ,  G06F13/16 ,  G06F16/23 ,  G06F21/56

Abstract: Application consistent dataset recovery using a cognitive control plane is provided. Sequence and timestamp of snapshots of volumes in a consistency group across heterogenous storage components corresponding to an application are recorded to facilitate operational recovery of application consistent datasets for the application. The cognitive control plane establishes a framework to manage, monitor, analyze, and update the consistency group and metadata to facilitate application consistent data recovery. A set of snapshots needed for the operational recovery of the application consistent datasets for the application is identified by mapping the sequence and timestamp of the snapshots of the volumes in the consistency group across the heterogenous storage components corresponding to the application in response to the computer determining that the operational recovery of the application consistent datasets for the application has been requested. The operational recovery of the application consistent datasets for the application is performed using the set of snapshots.

公开(公告)号：US20220407889A1

公开(公告)日：2022-12-22

申请号：US17351737

申请日：2021-06-18

Applicant: Kyndryl, Inc.

Inventor： Anil Kumar Narigapalli ,  Laxmikantha Sai Nanduru ,  Pramod Vadayadiyil Raveendran ,  Seema Nagar

IPC: H04L29/06 ,  G06F16/23 ,  H04L29/08

Abstract: 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.

公开(公告)号：US20220253218A1

公开(公告)日：2022-08-11

申请号：US17169856

申请日：2021-02-08

Applicant: Kyndryl, Inc.

Inventor： Shankar Balasubramanian ,  Anil Kumar Narigapalli ,  Clea Zolotow ,  Laxmikantha Sai Nanduru

IPC: G06F3/06 ,  G06N20/00 ,  G06F13/16 ,  G06F16/23 ,  G06F21/56

Abstract: Application consistent dataset recovery using a cognitive control plane is provided. Sequence and timestamp of snapshots of volumes in a consistency group across heterogenous storage components corresponding to an application are recorded to facilitate operational recovery of application consistent datasets for the application. The cognitive control plane establishes a framework to manage, monitor, analyze, and update the consistency group and metadata to facilitate application consistent data recovery. A set of snapshots needed for the operational recovery of the application consistent datasets for the application is identified by mapping the sequence and timestamp of the snapshots of the volumes in the consistency group across the heterogenous storage components corresponding to the application in response to the computer determining that the operational recovery of the application consistent datasets for the application has been requested. The operational recovery of the application consistent datasets for the application is performed using the set of snapshots.