Research Article

DDPG-Based Energy-Efficient Flow Scheduling Algorithm in Software-Defined Data Centers

Table 1

The parameters of the DDPG-EEFS algorithm.

ParametersValues

Parameter in the objective function 0.9, 0.1
Learning rate for actor and critic network0.002, 0.01
Discount factor 0.98
Exponent 0.6
Constant 0.01
Parameter 0.6
Batch size 64
Buffer size 10000
Training round 1200