US Patent Issued to DELL PRODUCTS on Jan. 20 for "Machine learning-based conflict mitigation for xAPPS" (Egyptian Inventors)

ALEXANDRIA, Va., Jan. 20 -- United States Patent no. 12,530,445, issued on Jan. 20, was assigned to DELL PRODUCTS LP (Round Rock, Texas).

"Machine learning-based conflict mitigation for xAPPS" was invented by Mohamed Abouzeid (Sheikh Zayed, Egypt), Marwan Mansour (Alexandria, Egypt) and Abdelrahman Mohammed Seleem (Cairo).

According to the abstract* released by the U.S. Patent & Trademark Office: "Architectures and techniques are described that can provide conflict mitigation techniques for xApp that are executed on a near-realtime radio access network intelligent controller (near-RT RIC). A first, deep learning machine learning model can be employed during registration of the xApps, which can identify potential conflicts and flag those p...