US Patent Issued to Marvell Asia on Aug. 11 for "Machine learning-enabled queue management for network devices" (California Inventor)

ALEXANDRIA, Va., Aug. 12 -- United States Patent no. 12,706,858, issued on Aug. 11, was assigned to Marvell Asia Pte Ltd (Singapore).

"Machine learning-enabled queue management for network devices" was invented by William Brad Matthews (Los Gatos, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "The present disclosure describes apparatuses and methods for machine learning-enabled (ML-enabled) queue management for network devices. In some aspects, an ML-enabled queue manager of a network device initializes a queue management setting with a randomized value and the device processes packets through the queue based on the queue management setting. The ML-enabled queue manager measures a performance metric o...