LSTM-Based Traffic Load Balancing and Resource Allocation for an Edge System

Table 2

System parameters.

Parameter	Value
Max. number of containers,	20
Min. number of containers,	1
Time slot duration,	30
Idle state energy for container	4
Max. energy for container	10
Per-container reconfiguration cost,	0.005 J/(MHz)^2
TOE in idle state,	13.1 J
Max. allowed processing time,	0.8
Processing rate set,	{0,50,70,90,105}
Bandwidth,	1 MHz
Max. number of drivers,	6
Noise spectral density,	-174 dBm/Hz
Max. container load,	10 MB
NIC best performance throughput,	1.4 Gbit/J
Driver energy,	1 J/s
Target transmission rate,	1 Mbps
Controllable factor of delay,	0.96
Reconfiguration overhead,	20 ms
Leakage energy,	2 μJ
Energy storage capacity,	490
Lower energy threshold,	30% of
Upper energy threshold,	70% of