US Patent Issued to Hewlett Packard Enterprise Development on Jan. 13 for "Data-aware storage tiering and lifetime data valuation for deep learning" (American, Indian Inventors)

ALEXANDRIA, Va., Jan. 13 -- United States Patent no. 12,524,668, issued on Jan. 13, was assigned to Hewlett Packard Enterprise Development LP (Spring, Texas).

"Data-aware storage tiering and lifetime data valuation for deep learning" was invented by Cong Xu (Milpitas, Calif.), Suparna Bhattacharya (Bangalore, India), Ryan Beethe (Houston) and Martin Foltin (Ft. Collins, Colo.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods are configured to provide lifetime data valuations for a dataset that evolves across multiple machine learning training tasks by providing and updating path-dependent data valuations for data points in the dataset during each training task. A current machine learning tra...