Intelligent Management of Allocation of Resources for Host Memory Buffers

Abstract

A computing system having non-volatile memory cells configured to provide a storage space accessible via logical block addressing addresses. A processing of the computing system is configured to: determine workload statistics of storage access commands configured to access the storage space; predict, using a machine learning model, a first performance level of processing storage access commands having the workload statistics using a host memory buffer allocated according to first allocation parameters; predict, using the machine learning model, a second performance level of processing the storage access commands having the workload statistics using a host memory buffer allocated according to second allocation parameters; and decide, based on the first performance level and the second performance level, to allocate a host memory buffer according to third allocation parameters.

Dependencies are inferred from the claim text.