Security and Communication Networks

Research Article

[Retracted] Intelligent Offloading Decision and Resource Allocations Schemes Based on RNN/DQN for Reliability Assurance in Software-Defined Massive Machine-Type Communications

Table 2

The experiment components.
ToolsDetailed description
OSUbuntu 20.04.2 LTS release 20.04
NS330.0
Tensorflow-CPU2.3.0
Matplotlib3.02
RAM16 GB
ProgramC++, Python (version 3.7.1)
Keras2.2.4
Gym0.18.0
MTG4
MTG loading0 to 250
MEC server4
User data rate20 to 72 Mbps
Packet size1024 bytes
P2P link9 Gbps
P2P link delay2 milliseconds
Simulation time430 seconds