公开(公告)号：US20240126636A1

公开(公告)日：2024-04-18

申请号：US18392831

申请日：2023-12-21

Applicant: NetApp, Inc.

Inventor： Nibu Habel ,  Jeffrey Scott MacFarland ,  John Richard Swift

IPC: G06F11/07 ,  G06F11/30

CPC classification number: G06F11/079 ,  G06F11/0793 ,  G06F11/3034

Abstract: Systems and methods for automated remediation of issues arising in a data management storage system are provided. Deployed assets of a storage solution vendor may deliver telemetry data to the vendor on a regular basis. The received telemetry data may be processed by an AIOps platform to perform predictive analytics and arrive at “community wisdom” from the vendor's installed user base. In one embodiment, an insight-based approach is used to facilitate risk detection and remediation including proactively addressing issues before they turn into more serious problems. For example, based on continuous learning based on the community wisdom and making one or both of a rule set and a remediation set derived therefrom available for use by cognitive computing co-located with a customer's storage system, a risk to which the storage system is exposed may be determined and a corresponding remediation may be deployed to address or mitigate the risk.

公开(公告)号：US20240036965A1

公开(公告)日：2024-02-01

申请号：US18301091

申请日：2023-04-14

Applicant: NetApp, Inc.

Inventor： Nibu Habel ,  Jeffrey Scott MacFarland ,  John Richard Swift

IPC: G06F11/07 ,  G06F11/30

CPC classification number: G06F11/079 ,  G06F11/0793 ,  G06F11/3034

Abstract: Systems and methods for automated remediation of issues arising in a data management storage system are provided. Deployed assets of a storage solution vendor may deliver telemetry data to the vendor on a regular basis. The received telemetry data may be processed by an AIOps platform to perform predictive analytics and arrive at “community wisdom” from the vendor's installed user base. In one embodiment, an insight-based approach is used to facilitate risk detection and remediation including proactively addressing issues before they turn into more serious problems. For example, based on continuous learning based on the community wisdom and making one or both of a rule set and a remediation set derived therefrom available for use by cognitive computing co-located with a customer's storage system, a risk to which the storage system is exposed may be determined and a corresponding remediation may be deployed to address or mitigate the risk.

公开(公告)号：US09942325B2

公开(公告)日：2018-04-10

申请号：US14861804

申请日：2015-09-22

Applicant: NETAPP, INC.

Inventor： Nirdosh Kumar Chouhan ,  Nibu Habel ,  Dhanesh Kumar Sharma ,  Kavya Srinivasan ,  Akshay Manchale Sridhar

IPC: H04L29/08 ,  G06N5/02 ,  G06N5/04 ,  H04L12/26 ,  G06F3/06

CPC classification number: H04L67/1097 ,  G06F3/06 ,  G06N5/02 ,  G06N5/04 ,  H04L43/10

Abstract: Methods and systems for a networked storage environment are provided. One method includes storing at a storage device by a processor a data structure with information regarding a plurality of compatible software and hardware components configured to operate in a plurality of configurations as part of a storage solution for using resources at a networked storage environment for storing data, where the data structure stores information regarding relationships between a plurality of storage solutions using certain common hardware and software components; receiving a request for a compatible configuration; searching the data structure by the processor and providing a hint based on any existing relationship between components of the plurality of storage solutions and content of the request; and presenting the compatible configuration for using one or more resources of the networked storage environment.

公开(公告)号：US20240126632A1

公开(公告)日：2024-04-18

申请号：US18392807

申请日：2023-12-21

Applicant: NetApp, Inc.

Inventor： Nibu Habel ,  Jeffrey Scott MacFarland ,  John Richard Swift

IPC: G06F11/07 ,  G06F11/32

CPC classification number: G06F11/0772 ,  G06F11/0793 ,  G06F11/327

Abstract: Systems and methods for automated remediation of issues arising in a data management storage system are provided. Deployed assets of a storage solution vendor may deliver telemetry data to the vendor on a regular basis. The received telemetry data may be processed by an AIOps platform to perform predictive analytics and arrive at “community wisdom” from the vendor's installed user base. In one embodiment, an insight-based approach is used to facilitate risk detection and remediation including proactively addressing issues before they turn into more serious problems. For example, based on continuous learning based on the community wisdom and making one or both of a rule set and a remediation set derived therefrom available for use by cognitive computing co-located with a customer's storage system, a risk to which the storage system is exposed may be determined and a corresponding remediation may be deployed to address or mitigate the risk.

公开(公告)号：US20240289207A1

公开(公告)日：2024-08-29

申请号：US18646119

申请日：2024-04-25

Applicant: NetApp, Inc.

Inventor： Nibu Habel ,  Jeffrey Scott MacFarland

IPC: G06F11/07

CPC classification number: G06F11/0793 ,  G06F11/0727 ,  G06F11/079

Abstract: Systems and methods for automated remediation of deviations from best practices in the context of a data management storage system are provided. Deployed assets of a storage solution vendor may periodically deliver telemetry data to the vendor. The telemetry data may be processed by an AIOps platform to perform predictive analytics and arrive at “community wisdom” from the vendor's installed base. In one embodiment, an insight-based approach is used to facilitate risk detection and remediation including proactively addressing deviations from best practices before they turn into more serious problems. Based on the community wisdom and making a rule set and a remediation set derived therefrom available for use by auto-healing service associated with a customer's storage system, a risk (e.g., a deviation from a best practice) to which the storage system is exposed may be determined and a corresponding remediation may be deployed to address or mitigate the risk.

公开(公告)号：US20170085644A1

公开(公告)日：2017-03-23

申请号：US14861804

申请日：2015-09-22

Applicant: NETAPP, INC.

Inventor： Nirdosh Kumar Chouhan ,  Nibu Habel ,  Dhanesh Kumar Sharma ,  Kavya Srinivasan ,  Akshay Manchale Sridhar

IPC: H04L29/08 ,  G06F17/30 ,  H04L12/917

CPC classification number: H04L67/1097 ,  G06F3/06 ,  G06N5/02 ,  G06N5/04 ,  H04L43/10

Abstract: Methods and systems for a networked storage environment are provided. One method includes storing at a storage device by a processor a data structure with information regarding a plurality of compatible software and hardware components configured to operate in a plurality of configurations as part of a storage solution for using resources at a networked storage environment for storing data, where the data structure stores information regarding relationships between a plurality of storage solutions using certain common hardware and software components; receiving a request for a compatible configuration; searching the data structure by the processor and providing a hint based on any existing relationship between components of the plurality of storage solutions and content of the request; and presenting the compatible configuration for using one or more resources of the networked storage environment.