公开(公告)号：US20240362531A1

公开(公告)日：2024-10-31

申请号：US18308473

申请日：2023-04-27

Applicant: NetApp, Inc.

Inventor： Jeffrey Scott MacFarland ,  Brian Kevin Mah ,  Jonathan Loring Price

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Intelligent self-adjusting metric collection is described. A first rule set is distributed that describes a first set of one or more metrics corresponding to operation of elements of the receiving entities. One or more metrics based on the first rule set are received. A second rule set is generated in response to an indication of a condition change. The second rule set can be generated using machine learning techniques. The second rule set that describes a second set of one or more metrics is distributed. Metrics based on the second rule set are received.

公开(公告)号：US10048896B2

公开(公告)日：2018-08-14

申请号：US15071917

申请日：2016-03-16

Applicant: NETAPP, INC.

Inventor： Alma Dimnaku ,  Jeffrey Scott MacFarland ,  John Philip Larson, Jr. ,  Brian Kevin Mah ,  Nareshkumar Maganlal Patel

IPC: G06F15/173 ,  G06F3/06

Abstract: Methods and systems for a networked storage system are provided. One method includes categorizing by a processor performance data associated with a resource used in a networked storage environment for reading and writing data at a storage device based on a workload mix, where the workload mix is determined by a service time in which the resource processes the workload mix, a parameter indicating variability of the service time and a utilization bin index value indicating resource utilization at a given time; and determining by the processor available performance capacity of the resource using the categorized performance data, where the available performance capacity is based on optimum utilization of the resource and utilization of the resource.

公开(公告)号：US20170269854A1

公开(公告)日：2017-09-21

申请号：US15071917

申请日：2016-03-16

Applicant: NETAPP, INC.

Inventor： Alma Dimnaku ,  Jeffrey Scott MacFarland ,  John Philip Larson, JR. ,  Brian Kevin Mah ,  Nareshkumar Maganlal Patel

IPC: G06F3/06

CPC classification number: G06F3/067 ,  G06F3/061 ,  G06F3/0613 ,  G06F3/0619 ,  G06F3/0631 ,  G06F3/065 ,  G06F3/0653

Abstract: Methods and systems for a networked storage system are provided. One method includes categorizing by a processor performance data associated with a resource used in a networked storage environment for reading and writing data at a storage device based on a workload mix, where the workload mix is determined by a service time in which the resource processes the workload mix, a parameter indicating variability of the service time and a utilization bin index value indicating resource utilization at a given time; and determining by the processor available performance capacity of the resource using the categorized performance data, where the available performance capacity is based on optimum utilization of the resource and utilization of the resource.