Research Article
High-Performance Internet Traffic Classification Using a Markov Model and Kullback-Leibler Divergence
Table 16
Predicted port distribution by KL-10.
| Port | 21 | 22 | 25 | 80 | 110 | 119 | 143 | 443 | 995 | 6881 |
| 21 | 1480 | | | | 212 | 40 | | | | 60 | 1792 (0.5580) | 825.89 | | | | 118.29 | 22.32 | | | | 33.48 |
| 22 | | 3396 | | | | | | | | 20 | 3416 (0.2927) | | 994.01 | | | | | | | | 5.85 |
| 25 | 30 | | 15468 | | 80 | | 930 | | | | 16508 (0.0606) | 1.82 | | 937.36 | | 4.85 | 56.36 | | | | |
| 80 | 10 | | | 127416 | | | | 430 | | 300 | 128156 (0.0078) | 0.08 | | | 993.84 | | | | 3.35 | | 2.34 |
| 110 | 100 | 60 | | | 24820 | 230 | | | | | 25210 (0.0397) | 3.97 | 2.38 | | | 985.35 | 9.13 | | | | |
| 119 | 10 | | | | 230 | 236 | | | | | 476 (2.1008) | 21.01 | | | | 483.18 | 495.79 | | | | |
| 143 | | | 400 | | | | 2652 | | | | 3052 (0.3277) | | | 131.06 | | | | 869.06 | | | |
| 443 | | | | 30 | | | | 30396 | 260 | 570 | 31256 (0.0320) | | | | 0.96 | | | | 972.67 | 8.32 | 18.24 |
| 995 | | | | | | | | | | 290 | 290 (3.4483) | | | | | | | | | | 1000 |
| 6881 | 10 | | | | | | | 40 | | 10732 | 10782 (0.0927) | 0.93 | | | | | | | 3.71 | | 995.36 |
|
|