18487595. Offloading Machine Learning Capabilities (Dell Products L.P.)
Offloading Machine Learning Capabilities
Organization Name
Inventor(s)
Jonathan I. Krasner of Coventry RI US
Malak Alshawabkeh of Franklin MA US
Offloading Machine Learning Capabilities
This abstract first appeared for US patent application 18487595 titled 'Offloading Machine Learning Capabilities
Original Abstract Submitted
A system can maintain a group of data processing units and a storage array that comprises a group of sub-logical unit numbers of storage. The system can collect, by a central processing unit, first data indicative of input and output events for the storage array. The system can process, by respective data processing units, respective autoregressive integrated moving average models for respective sub-logical unit numbers of the group of sub-logical unit numbers with the first data, to generate respective statuses that indicate respective frequencies of access of the respective sub-logical unit numbers. The system can determine, by the central processing unit, respective classifications for respective sub-logical unit numbers of the group of sub-logical unit numbers of storage based on the respective statuses. The system can compress, by a compression engine, second data stored in at least some of the respective sub-logical unit numbers based on the respective classifications.