Learn-ing-Based On-AP TCP Performance Enhancement

Table 2

The collected metrics and their Kendall and IG index with congestion packet loss ratios.

Radio factor	Kendall index	IG index
Backlog of queue 3	0.3307	0.1405
Channel utilization	0.5413	0.1694
All dropped in queues	0.3109	0.1838
All dropped in queue 3	0.3057	0.182
Received bytes in queue 3	0.4082	0.1504
Received packets in queue 5	0.0138	0.1403
Requeues in queue 3	0.3128	0.0869
All the transmission retries over the links	-0.02	0.0157
All the transmission bytes over the links	0.2898	0.0091
All the received bytes over the links	0.2557	0.0058
All the transmission failed over the links	-0.007	0.0032
Noise	-0.1386	0.003
Data rate counted in Open vSwitch datapath	0.8	0