Ying Hu, Liang Zhu, Jianwei Zhang, Zengyu Cai, Jihui Han, Vol. 17, No. 3, March 31, 2023
10.3837/tiis.2023.03.012

• network function virtualization
• Virtual Network Function Migration
• Network Traffic Prediction
• Long short-term memory

Vijayalakshmi B, Thanga Ramya S, Ramar K, Vol. 17, No. 1, January 31, 2023
10.3837/tiis.2023.01.012

• Autoencoder
• Bidirectional LSTM
• Convolutional Neural Network
• Congestion prediction
• Spatio-Temporal Data
• traffic flow forecasting

Xinyun Yan, Zhengran He, Youxiang Huang, Xiaohu Xu, Jie Wang, Xiaofeng Zhou, Chishe Wang, Zhiyi Lu, Vol. 16, No. 12, December 31, 2022
10.3837/tiis.2022.12.007

• Traffic safety
• pedestrian detection
• computer vision
• YOLOv5
• Lightweight

Hang Qiu, Hongbo Tang, Yu Zhao, Wei You, Xinsheng Ji, Vol. 16, No. 11, November 30, 2022
10.3837/tiis.2022.11.007

• NFV
• VNF scaling
• Traffic forecasting
• New instance deployment
• Redundant instance management

Inkuk Song, Vol. 16, No. 10, October 31, 2022
10.3837/tiis.2022.10.005

• 5G Service
• Specialized Service
• Paid Prioritization
• Simplified Service
• Traffic management

Shuai Zhang, Cai Y. Pei, Wen Y. Liu, Vol. 16, No. 8, August 31, 2022
10.3837/tiis.2022.08.001

• Real-time traffic data
• Data flow model
• Data Model
• Deep Learning
• path topology
• traffic flow
• State discrimination algorithm

Xuting Duan, Hang Jiang, Daxin Tian, Jianshan Zhou, Gang Zhou, Wenjuan E, Yafu Sun, Shudong Xia, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.020

• internet of vehicles
• RSSI
• Traffic Flow Sensing
• Cooperative Vehicle Infrastructure System

Jee-Tae Park, Ui-Jun Baek, Min-Seong Lee, Young-Hoon Goo, Sung-Ho Lee, Myung-Sup Kim, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.016

• Traffic Classification
• Flow Correlation Index
• Malicious Traffic Detection
• Flow Information

Zengwei Zheng, Chenwei Zhao, Jianwei Zhang, Jianping Cai, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.016

• Segment Routing
• Traffic Engineering
• Value-at-Risk (VaR)
• robustness
• Uncertain Failures

Zhiqiang Lv, Jianbo Li, Chuanhao Dong, Yue Wang, Haoran Li, Zhihao Xu, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.002

• Pedestrian trajectory
• traffic intersection
• interactive features
• pure convolutional network