Patent ID: 11934678
Assignee: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A method of a system comprising a hardware processor, comprising:
identifying, from among a plurality of storage systems, a storage system in which resource contention for a resource of the storage system is present;
identifying storage volumes, in the storage system, for which workloads apply data reduction, wherein the data reduction comprises one or more of data compression and data deduplication;
determining, based on application of a machine learning model to input data, whether storage space savings due to application of the data reduction for a given storage volume of the identified storage volumes satisfy a criterion, wherein features of the machine learning model comprise a resource utilization metric, workload information of the workloads, and time spent in applying the data reduction, and the input data comprises performance-related metrics relating to the storage system and to individual storage volumes; and
based on determining that the storage space savings for the given storage volume do not satisfy the criterion, converting, by the system, the given storage volume from a first type storage volume to a second type storage volume, wherein the data reduction is allowed for the first type storage volume, and the data reduction is disallowed for the second type storage volume.