|
|
|
RAN
|
Core
|
LB
|
SDN
|
RAN
|
RA
|
SEC
|
Alave et al. [68] |
Network traffic prediction |
LSTM and DNN |
✓ |
✓ |
* |
✓ |
✓ |
✓ |
X |
Bega et al. [15] |
Network slice admission control algorithm |
Machine Learning and Deep Learing |
✓ |
X |
X |
✓ |
✓ |
✓ |
X |
Suomalainen et al. [69] |
5G Security |
Machine Learning |
X |
✓ |
✓ |
✓ |
✓ |
✓ |
✓ |
Bashir et al. [70] |
Resource Allocation |
Machine Learning |
✓ |
✓ |
✓ |
✓ |
✓ |
✓ |
X |
Balevi et al. [71] |
Low Latency communication |
Unsupervised clustering |
X |
✓ |
X |
✓ |
✓ |
✓ |
X |
Tayyaba et al. [72] |
Resource Management |
LSTM, CNN, and DNN |
✓ |
✓ |
X |
✓ |
✓ |
✓ |
✓ |
Sim et al. [73] |
5G mmWave Vehicular communication |
FML (Fast machine Learning) |
X |
✓ |
* |
✓ |
✓ |
✓ |
X |
Li et al. [74] |
Intrusion Detection System |
Machine Learning |
X |
✓ |
X |
✓ |
✓ |
✓ |
✓ |
Kafle et al. [75] |
5G Network Slicing |
Machine Learning |
X |
✓ |
X |
✓ |
✓ |
✓ |
✓ |
Chen et al. [76] |
Physical-Layer Channel Authentication |
Machine Learning |
X |
✓ |
X |
X |
X |
X |
✓ |
Sevgican et al. [77] |
Intelligent Network Data Analytics Function in 5G |
Machine Learning |
✓ |
X |
✓ |
X |
X |
* |
* |
Abidi et al. [78] |
Optimal 5G network slicing |
Machine Learning and Deep Learing |
X |
✓ |
X |
✓ |
✓ |
✓ |
* |