The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 23, 2024
Filed:
Sep. 28, 2021
Applicant:
Industry-academic Cooperation Foundation, Chosun University, Gwangju, KR;
Inventors:
Wooyeol Choi, Gwangju, KR;
Reheunuma Tasnim Rodoshi, Gwangju, KR;
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 28/08 (2023.01); H04W 28/02 (2009.01); H04W 72/52 (2023.01);
U.S. Cl.
CPC ...
H04W 28/0942 (2020.05); H04W 28/0284 (2013.01); H04W 72/52 (2023.01);
Abstract
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.