US Patent Issued to Dell Products on Sept. 9 for "Early and adaptive stream sampling system and method for machine learning-based optimizations in storage systems" (Indian, Israeli Inventors)

ALEXANDRIA, Va., Sept. 10 -- United States Patent no. 12,411,958, issued on Sept. 9, was assigned to Dell Products LP (Round Rock, Texas).

"Early and adaptive stream sampling system and method for machine learning-based optimizations in storage systems" was invented by Shaul Dar (Petach Tikva, Israel), Ramakanth Kanagovi (Telangana, India), Guhesh Swaminathan (Tamil Nadu, India) and Rajan Kumar (Bihar, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for performing early and adaptive IO stream sampling for ML-based optimizations in a storage system. The techniques include obtaining a sub-slice of sampled data by performing early sampling of a slice of successive operations directed to a storag...