US Patent Issued to Dell Products on May 12 for "Low complexity cellular traffic prediction" (Canadian, Egyptian Inventors)

ALEXANDRIA, Va., May 12 -- United States Patent no. 12,627,606, issued on May 12, was assigned to Dell Products LP (Round Rock, Texas).

"Low complexity cellular traffic prediction" was invented by Jeebak Mitra (Ottawa) and Nour Mohamed Hussein Kamaly (Heliopolis, Egypt).

According to the abstract* released by the U.S. Patent & Trademark Office: "The technology described herein is directed towards accurate low-complexity decision tree-based traffic predictor models, such as decision tree regressor models for use by base stations. Each model is rapidly retrained per base station using data relevant to the base station. To improve accuracy, statistically significant feature data is selected by performing hypothesis testing on candidate featu...