Journal: IEEE Network

Volume 32, Issue 6

2 -- 0Mohsen Guizani. Editor's Note
4 -- 5Xiaohua Tian. Scanning the Literature
6 -- 7Yan Zhang, Pascal Lorenz. AI for Network Traffic Control
8 -- 14Min Chen 0003, Yixue Hao, Kai Lin, Zhiyong Yuan, Long Hu. Label-less Learning for Traffic Control in an Edge Network
15 -- 21Nikita Lyamin, Denis Kleyko, Quentin Delooz, Alexey V. Vinel. AI-Based Malicious Network Traffic Detection in VANETs
22 -- 27Peng Li, Zhikui Chen, Laurence T. Yang, Jing Gao, Qingchen Zhang, M. Jamal Deen. An Improved Stacked Auto-Encoder for Network Traffic Flow Classification
28 -- 34Yibo Zhou, Zubair Md. Fadlullah, Bomin Mao, Nei Kato. A Deep-Learning-Based Radio Resource Assignment Technique for 5G Ultra Dense Networks
35 -- 41Xiaohong Huang, Tingting Yuan, Guanhua Qiao, Yizhi Ren. Deep Reinforcement Learning for Multimedia Traffic Control in Software Defined Networking
42 -- 49Imad Alawe, Adlen Ksentini, Yassine Hadjadj Aoul, Philippe Bertin. Improving Traffic Forecasting for 5G Core Network Scalability: A Machine Learning Approach
50 -- 57Hao Zhu, Yang Cao 0002, Wei Wang, Tao Jiang 0002, Shi Jin. Deep Reinforcement Learning for Mobile Edge Caching: Review, New Features, and Open Issues
58 -- 64Yu Fu, Sen Wang, Cheng-Xiang Wang 0001, Xuemin Hong, Steve McLaughlin 0001. Artificial Intelligence to Manage Network Traffic of 5G Wireless Networks
66 -- 73Anish Jindal, Gagangeet Singh Aujla, Neeraj Kumar 0001, Rajat Chaudhary, Mohammad S. Obaidat, Ilsun You. SeDaTiVe: SDN-Enabled Deep Learning Architecture for Network Traffic Control in Vehicular Cyber-Physical Systems
74 -- 82Feng Lyu, Nan Cheng, Hongzi Zhu, Haibo Zhou, Wenchao Xu, Minglu Li 0001, Xuemin Sherman Shen. Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics
84 -- 91Jian Shen, Tianqi Zhou, Kun Wang 0005, Xin Peng, Li Pan. Artificial Intelligence Inspired Multi-Dimensional Traffic Control for Heterogeneous Networks
92 -- 99Jun Xu, Kaishun Wu. Living with Artificial Intelligence: A Paradigm Shift toward Future Network Traffic Control
100 -- 107Alejandro Canovas, José Miguel Jiménez, Óscar Romero 0002, Jaime Lloret. Multimedia Data Flow Traffic Classification Using Intelligent Models Based on Traffic Patterns
108 -- 115Jie Feng, Xinlei Chen, Rundong Gao, Ming Zeng, Yong Li 0008. DeepTP: An End-to-End Neural Network for Mobile Cellular Traffic Prediction
116 -- 123Adlen Ksentini, Pantelis A. Frangoudis, Amogh PC, Navid Nikaein. Providing Low Latency Guarantees for Slicing-Ready 5G Systems via Two-Level MAC Scheduling
124 -- 136Huhnkuk Lim, Alexander Ni, Dabin Kim, Young-Bae Ko, Susmit Shannigrahi, Christos Papadopoulos. NDN Construction for Big Science: Lessons Learned from Establishing a Testbed
137 -- 143Ju Ren, Yun-Di Guo, Deyu Zhang, Qingqing Liu, Yaoxue Zhang. Distributed and Efficient Object Detection in Edge Computing: Challenges and Solutions
144 -- 151Hao Ren, Hongwei Li, Yuanshun Dai, Kan Yang 0001, Xiaodong Lin. Querying in Internet of Things with Privacy Preserving: Challenges, Solutions and Opportunities
152 -- 159Jiao Zhang, Zenan Wang, Ningning Ma, Tao Huang 0005, Yunjie Liu. Enabling Efficient Service Function Chaining by Integrating NFV and SDN: Architecture, Challenges and Opportunities
160 -- 167Nan Cheng, Feng Lyu, Jiayin Chen, Wenchao Xu, Haibo Zhou, Shan Zhang, Xuemin Sherman Shen. Big Data Driven Vehicular Networks
168 -- 176David Muelas, Javier Ramos 0002, Jorge E. López de Vergara. Assessing the Limits of Mininet-Based Environments for Network Experimentation
177 -- 183Xu Chen 0004, Zhi Zhou, Weigang Wu, Di Wu, Junshan Zhang. Socially-Motivated Cooperative Mobile Edge Computing
184 -- 192Feng Gao, Liehuang Zhu, Meng Shen, Kashif Sharif, Zhiguo Wan, Kui Ren. A Blockchain-Based Privacy-Preserving Payment Mechanism for Vehicle-to-Grid Networks