IEEE Transactions on Network and Service Management

Title Publication Date Language Citations
Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges2019/06/0116
A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks2019/09/0115
Secure Data Encryption Based on Quantum Walks for 5G Internet of Things Scenario2020/03/0110
DMRO: A Deep Meta Reinforcement Learning-Based Task Offloading Framework for Edge-Cloud Computing2021/09/017
XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures2021/12/017
Lucid: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection2020/06/017
Critical Impact of Social Networks Infodemic on Defeating Coronavirus COVID-19 Pandemic: Twitter-Based Study and Research Directions2020/12/016
SDN-Based Virtual Machine Management for Cloud Data Centers2016/06/015
SAFETY: Early Detection and Mitigation of TCP SYN Flood Utilizing Entropy in SDN2018/12/015
A Survey on Big Data for Network Traffic Monitoring and Analysis2019/09/015
Optimal Decision Making Approach for Cyber Security Defense Using Evolutionary Game2020/09/014
A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments2021/06/014
UAV-Assisted Online Machine Learning Over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach2023/06/014
Cost-Driven Scheduling for Deadline-Based Workflow Across Multiple Clouds2018/12/014
Anomaly Detection for Insider Threats Using Unsupervised Ensembles2021/06/014
Real-Time Multiple-Workflow Scheduling in Cloud Environments2021/12/014
Quantitative Performance Comparison of Various Traffic Shapers in Time-Sensitive Networking2022/09/013
A Machine-Learning-Based Action Recommender for Network Operation Centers2021/09/013
Rumor Diffusion Model Based on Representation Learning and Anti-Rumor2020/09/013
Efficient and Secure Multi-User Multi-Task Computation Offloading for Mobile-Edge Computing in Mobile IoT Networks2020/12/013
Energy-Efficient Resource Allocation in Cognitive Radio Networks Under Cooperative Multi-Agent Model-Free Reinforcement Learning Schemes2020/09/013
Multi-Tenant Provisioning for Quantum Key Distribution Networks With Heuristics and Reinforcement Learning: A Comparative Study2020/06/013
Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids2021/03/013
5G-EmPOWER: A Software-Defined Networking Platform for 5G Radio Access Networks2019/06/013
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning2023/06/013
A Novel Ad-Hoc Mobile Edge Cloud Offering Security Services Through Intelligent Resource-Aware Offloading2019/12/013
Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning2020/03/013
Smart Zero-Touch Management of UAV-Based Edge Network2022/12/013
SILedger: A Blockchain and ABE-based Access Control for Applications in SDN-IoT Networks2021/12/013
Age of Information Optimization in RIS-Assisted Wireless Networks2024/02/013