US 12,013,743 B2
Software-based power management for virtualization platforms
Myron E. Bagwell, Southlake, TX (US); Brent D. Segner, Marysville, OH (US); Ryan M. O'Donnell, Phoenix, MD (US); and Christopher A. Rollins, Averill Park, NY (US)
Assigned to Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed by VERIZON PATENT AND LICENSING INC., Basking Ridge, NJ (US)
Filed on Oct. 29, 2021, as Appl. No. 17/514,089.
Prior Publication US 2023/0136437 A1, May 4, 2023
Int. Cl. G06F 1/00 (2006.01); G06F 1/3287 (2019.01); G06F 11/34 (2006.01); G06F 18/21 (2023.01); G06N 20/00 (2019.01)
CPC G06F 1/3287 (2013.01) [G06F 11/3452 (2013.01); G06F 18/21 (2023.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
receiving data associated with a host device, the data comprising processor statistics of the host device;
generating a feature vector for the host device, the feature vector including data derived from the processor statistics;
classifying the feature vector using a predictive model, the predictive model generating a processor state for the host device based on the feature vector; and
issuing a processor state change message to the host device based on the processor state, the processor state change message causing the host device to reduce power consumption of one or more processing units based on the processor state.