公开(公告)号：US20220283951A1

公开(公告)日：2022-09-08

申请号：US17751557

申请日：2022-05-23

Applicant: Intel Corporation

Inventor： Neha PATHAPATI ,  Lidia WARNES ,  Durgesh SRIVASTAVA ,  Francois DUGAST ,  Navneet SINGH ,  Rasika SUBRAMANIAN ,  Sidharth N. KASHYAP

IPC: G06F12/0882 ,  G06F9/50 ,  G06N3/04 ,  G06K9/62

Abstract: A method is described. The method includes determining that a memory page is in one of an active state and an idle state from meta data that is maintained for the memory page. The method includes recording a past history of active/idle state determinations that were previously made for the memory page. The method includes training a neural network on the past history of the memory page. The method includes using the neural network to predict one of a future active state and future idle state for the memory page. The method includes determining a location for the memory page based on the past history of the memory page and the predicted future state of the memory page, the location being one of a faster memory and a slower memory. The method includes moving the memory page to the location from the other one of the faster memory and the slower memory.