Research Article
On Internet Traffic Classification: A Two-Phased Machine Learning Approach
Table 3
17-tuple bidirectional NetFlow records.
| ā | SrcIP | DstIP | Prot. | SrcPo | DstPo | Tx.B. | Tx.Pkt. | Tx.s. | Tx.bps. | Tx.pps. | Tx.Bpp. | Rx.B. | Rx.Pkt. | Rx.s. | Rx.bps. | Rx.pps. | Rx.Bpp. |
| 12 | Private IP address | Website/application | TCP | 59648 | 80 | 1737 | 10 | 16.551 | 839 | 0 | 173 | 2768 | 10 | 16.542 | 1338.0 | 0 | 276 | 13 | Private IP address | Website/application | TCP | 50254 | 443 | 763 | 8 | 0.073 | 83616 | 109 | 95 | 4571 | 7 | 0.063 | 580444.0 | 111 | 653 | 14 | Private IP address | Website/application | TCP | 37832 | 443 | 397 | 5 | 0.078 | 40717 | 64 | 79 | 3657 | 4 | 0.041 | 713560.0 | 97 | 914 | 15 | Private IP address | Website/application | TCP | 47216 | 443 | 2663 | 12 | 1.291 | 16501 | 9 | 221 | 5718 | 11 | 1.279 | 35765.0 | 8 | 519 | 16 | Private IP address | Website/application | TCP | 53509 | 443 | 883 | 10 | 0.278 | 25410 | 35 | 88 | 4472 | 9 | 0.243 | 147226.0 | 37 | 496 |
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