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公开(公告)号：US11249659B2
公开(公告)日：2022-02-15
申请号：US16861511
申请日：2020-04-29
Applicant: Hewlett Packard Enterprise Development LP
Inventor： Mayukh Dutta , Manoj Srivatsav , Soumen Shekhar Das , Gautham Parameshwar Hegde , Sivasakthi Thirugnanapandi
Abstract: In some examples, a system aggregates operational metric data of a plurality of storage volumes into aggregated operational metric data groups that correspond to different workload types of workloads for accessing data of a storage system. The system computes an operational metric for a first workload type of the different workload types, the operational metric relating to a resource of the storage system, where the computing of the operational metric for the first workload type comprises inputting aggregated operational metric data of a first aggregated operational metric data group of the aggregated operational metric data groups into a model trained at a system level of the storage system.
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公开(公告)号：US11481117B2
公开(公告)日：2022-10-25
申请号：US16861575
申请日：2020-04-29
Applicant: Hewlett Packard Enterprise Development LP
Inventor： Mayukh Dutta , Manoj Srivatsav , Gautham Parameshwar Hegde
Abstract: In some examples, a system assigns workload fingerprints to each respective storage volume of a plurality of storage volumes, the workload fingerprints assigned to the respective storage volume across a plurality of points. Based on the workload fingerprints assigned to respective storage volumes of the plurality of storage volumes, the system groups the storage volumes into clusters of storage volumes. The system manages an individual cluster of the clusters of storage volumes according to an attribute associated with the individual cluster.
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公开(公告)号：US11704022B2
公开(公告)日：2023-07-18
申请号：US17649901
申请日：2022-02-03
Applicant: Hewlett Packard Enterprise Development LP
Inventor： Mayukh Dutta , Manoj Srivatsav , Soumen Shekhar Das , Gautham Parameshwar Hegde , Sivasakthi Thirugnanapandi
IPC: G06F3/06 , G06F9/50 , G06F18/214
CPC classification number: G06F3/061 , G06F3/0604 , G06F3/067 , G06F3/0631 , G06F3/0653 , G06F3/0683 , G06F9/5011 , G06F18/214
Abstract: In some examples, a system aggregates operational metric data of a plurality of storage volumes into aggregated operational metric data groups that correspond to different workload types of workloads for accessing data of a storage system. The system computes an operational metric for a first workload type of the different workload types, the operational metric relating to a resource of the storage system, where the computing of the operational metric for the first workload type comprises inputting aggregated operational metric data of a first aggregated operational metric data group of the aggregated operational metric data groups into a model trained at a system level of the storage system.
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公开(公告)号：US20220155979A1
公开(公告)日：2022-05-19
申请号：US17649901
申请日：2022-02-03
Applicant: Hewlett Packard Enterprise Development LP
Inventor： Mayukh Dutta , Manoj Srivatsav , Soumen Shekhar Das , Gautham Parameshwar Hegde , Sivasakthi Thirugnanapandi
Abstract: In some examples, a system aggregates operational metric data of a plurality of storage volumes into aggregated operational metric data groups that correspond to different workload types of workloads for accessing data of a storage system. The system computes an operational metric for a first workload type of the different workload types, the operational metric relating to a resource of the storage system, where the computing of the operational metric for the first workload type comprises inputting aggregated operational metric data of a first aggregated operational metric data group of the aggregated operational metric data groups into a model trained at a system level of the storage system.
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