公开(公告)号：US12047815B2

公开(公告)日：2024-07-23

申请号：US17487516

申请日：2021-09-28

申请人： Industry-Academic Cooperation Foundation, Chosun University

发明人： Wooyeol Choi ,  Reheunuma Tasnim Rodoshi

IPC分类号： H04W28/08 ,  H04W28/02 ,  H04W72/52

CPC分类号： H04W28/0942 ,  H04W28/0284 ,  H04W72/52

摘要： Disclosed is an apparatus for dynamic resource allocation in cloud radio access networks, and the dynamic resource allocation apparatus includes: a deep reinforcement learning unit learning load fluctuation of a remote radio head by using deep reinforcement learning and predicting the load fluctuation of the remote radio head; a calculation unit calculating a computational resource of a virtual machine corresponding to the remote radio head by using the predicted load fluctuation; and an allocation unit allocating the calculated computational resource to the virtual machine.