公开(公告)号：US20200125260A1

公开(公告)日：2020-04-23

申请号：US16388735

申请日：2019-04-18

Applicant: NETAPP, INC.

Inventor： Shankar Pasupathy ,  Samya Maiti ,  Shubhvardhan Manjayya

IPC: G06F3/06 ,  G06N20/00

Abstract: Computing technology using artificial intelligence/machine learning methods and systems for a storage system is provided. One method includes measuring by a processor, a first metric indicating health of a first storage system in storing and retrieving data; quantifying by the processor, the first metric based on comparison of the first metric with a same metric for a plurality of storage systems; identifying by the processor, a plurality of features potentially impacting the first metric, based on a predictive, machine-learning algorithm built on performance and configuration data for the plurality of storage systems; selecting, a first feature by the processor, based on impact of the first feature on the first metric; and generating a command by the processor for making a change to the first feature.

公开(公告)号：US10691337B2

公开(公告)日：2020-06-23

申请号：US16388735

申请日：2019-04-18

Applicant: NETAPP, INC.

Inventor： Shankar Pasupathy ,  Samya Maiti ,  Shubhvardhan Manjayya

IPC: G06F3/06 ,  G06N20/00

Abstract: Computing technology using artificial intelligence/machine learning methods and systems for a storage system is provided. One method includes measuring by a processor, a first metric indicating health of a first storage system in storing and retrieving data; quantifying by the processor, the first metric based on comparison of the first metric with a same metric for a plurality of storage systems; identifying by the processor, a plurality of features potentially impacting the first metric, based on a predictive, machine-learning algorithm built on performance and configuration data for the plurality of storage systems; selecting, a first feature by the processor, based on impact of the first feature on the first metric; and generating a command by the processor for making a change to the first feature.