Qi-feng GUAN, Su ZHAO, Xiao-rong ZHU. High Precision Traffic Identification Method based on GAN and XGBoost Fusion[J]. Study On Optical Communications, 2023, 49(3): 19
- Study On Optical Communications
- Vol. 49, Issue 3, 19 (2023)
Fig. 1. Block diagram of the application identification system
Fig. 2. The application identification system
Fig. 3. The importance score of features
Fig. 4. The accuracy of the service identification
Fig. 5. The application identification time
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Table 1. The application types
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Table 2. The traffic characteristics
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Table 3. The feature number and accuracy of application identification
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Table 4. The number and accuracy of the sample sets
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Table 5. Comparison of accuracy of different algorithm models
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