Patent №
US 9,612,751
Granted
2017-04-04
Filed 2015
Owner
NETAPP, INC.
Lab
—
AI components
3
ml · kr · planning
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
14724744
A method and system for a provisioning advisor are described which estimates the input/output operation performance of a workload on a storage system. A regression module in a provisioning advisor estimates a maximum IOPS on the storage system for buckets, or combinations of values, for various characteristics of the workloads running on the system by modeling a relationship between the workload characteristics and performance metrics gathered from the storage system. A performance module can use the estimated maximum IOPS for each bucket to update a set of working tables for the provisioning advisor, which can then be used to predict the input/output performance of a new workload to be provisioned on the storage system.
AI classification
Ownership
NETAPP, INC.
assignment · 365660875
Assignors
BASAK, JAYANTA, BHARDE, MADHUMITA
On an employer assignment, the assignors are typically the inventors.