SYSTEM AND METHOD FOR RADIO ACCESS NETWORK BASEBAND WORKLOAD POOL RESIZING
An apparatus for resource management in a network environment includes at least one memory storing instructions and at least one processor configured to execute the instructions to allocate at least one first central processing unit (CPU) core to perform tasks corresponding to a first layer of the network environment, allocate at least one second CPU core to perform tasks corresponding to a second layer of the network environment, allocate at least one third CPU core to perform tasks corresponding to the second layer of the network environment, determine at least one network usage parameter corresponding to usage of at least one of the first layer and the second layer, and reallocate at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter.
1 . An apparatus for resource management in a network environment, the apparatus comprising:
at least one memory storing instructions; and
at least one processor configured to execute the instructions to:
allocate at least one first central processing unit (CPU) core to perform tasks corresponding to a first layer of the network environment;
allocate at least one second CPU core to perform tasks corresponding to a second layer of the network environment;
allocate at least one third CPU core to perform tasks corresponding to the second layer of the network environment;
determine at least one network usage parameter corresponding to usage of at least one of the first layer and the second layer; and
reallocate at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter.
2 . The apparatus of claim 1 , wherein the at least one network usage parameter comprises at least one of:
a number of radio resource control (RRC) users connected to the network environment, and
a number of physical resource blocks (PRB s) to be processed in the network environment.
3 . The apparatus of claim 2 , wherein the at least one processor is further configured to reallocate at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment by:
determining whether the number of RRC users is below an RRC user threshold; and
based on determining that the number of RRC users is below the RRC user threshold, reallocating the at least one third CPU core to perform tasks corresponding to the first layer of the network environment.
4 . The apparatus of claim 3 , wherein the at least one processor is further configured to, after reallocating the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment:
determine whether the number of RRC users is above the RRC user threshold; and
based on determining that the number of RRC users is above the RRC user threshold, reallocating the at least one third CPU core to perform tasks corresponding to the second layer of the network environment.
5 . The apparatus of claim 1 , wherein the at least one third CPU core comprises a first floating CPU core and a second floating CPU core allocated to perform tasks corresponding to the second layer of the network environment.
6 . The apparatus of claim 5 , wherein the at least one processor is further configured to reallocate the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment by:
determining whether the at least one network usage parameter is below a first network usage threshold; and
reallocating the first floating CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter being below the first network usage threshold.
7 . The apparatus of claim 6 , wherein the at least one processor is further configured to reallocate the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment by:
determining whether the at least one network usage parameter is below a second network usage threshold; and
reallocating the first floating CPU core and the second floating CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter being below the second network usage threshold.
8 . The apparatus of claim 7 , wherein the at least one network usage parameter comprises a number of radio resource control (RRC) users connected to the network environment,
wherein the first network usage threshold is determined based on a first amount of RRC connected users,
wherein the second network usage threshold is determined based a second amount of RRC connected users, and
wherein the second amount of RRC connected users is less than the first amount of RRC connected users.
9 . The apparatus of claim 1 , wherein the first layer is a physical layer of the network environment, and
wherein the second layer is a data link/scheduling layer of the network environment.
10 . The apparatus of claim 1 , wherein the first layer is a data link/scheduling layer of the network environment, and
wherein the second layer is a physical layer of the network environment.
11 . A method for resource management in a network environment, the method comprising:
allocating at least one first central processing unit (CPU) core to perform tasks corresponding to a first layer of the network environment;
allocating at least one second CPU core to perform tasks corresponding to a second layer of the network environment;
allocating at least one third CPU core to perform tasks corresponding to the second layer of the network environment;
determining at least one network usage parameter corresponding to usage of at least one of the first layer and the second layer; and
reallocating at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter.
12 . The method of claim 11 , wherein the at least one network usage parameter comprises at least one of:
a number of radio resource control (RRC) users connected to the network environment, and
a number of physical resource blocks (PRB s) to be processed in the network environment.
13 . The method of claim 12 , wherein reallocating the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment comprises:
determining whether the number of RRC users is below an RRC user threshold; and
based on determining that the number of RRC users is below the RRC user threshold, reallocating the at least one third CPU core to perform tasks corresponding to the first layer of the network environment.
14 . The method of claim 13 , wherein, after reallocating the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment, the method further comprises:
determining whether the number of RRC users is above the RRC user threshold; and
based on determining that the number of RRC users is above the RRC user threshold, reallocating the at least one third CPU core to perform tasks corresponding to the second layer of the network environment.
15 . The method of claim 11 , wherein the at least one third CPU core comprises a first floating CPU core and a second floating CPU core allocated to perform tasks corresponding to the second layer of the network environment.
16 . The method of claim 15 , wherein reallocating the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment comprises:
determining whether the at least one network usage parameter is below a first network usage threshold; and
reallocating the first floating CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter being below the first network usage threshold.
17 . The method of claim 16 , wherein reallocating the at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment further comprises:
determining whether the at least one network usage parameter is below a second network usage threshold; and
reallocating the first floating CPU core and the second floating CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter being below the second network usage threshold.
18 . The method of claim 17 , wherein the at least one network usage parameter comprises a number of radio resource control (RRC) users connected to the network environment,
wherein the first network usage threshold is determined based on a first amount of RRC connected users,
wherein the second network usage threshold is determined based a second amount of RRC connected users, and
wherein the second amount of RRC connected users is less than the first amount of RRC connected users.
19 . The method of claim 11 , wherein the first layer is a physical layer of the network environment, and
wherein the second layer is a data link/scheduling layer of the network environment.
20 . A non-transitory computer-readable storage medium storing instructions that, when executed by at least one processor, cause the at least one processor to:
allocate at least one first central processing unit (CPU) core to perform tasks corresponding to a first layer of a network environment;
allocate at least one second CPU core to perform tasks corresponding to a second layer of the network environment;
allocate at least one third CPU core to perform tasks corresponding to the second layer of the network environment;
determine at least one network usage parameter corresponding to usage of at least one of the first layer and the second layer; and
reallocate at least one of the at least one third CPU core to perform tasks corresponding to the first layer of the network environment based on the at least one network usage parameter.