IEEE Transactions on Network and Service Management

Title Publication Date Language Citations
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks2023/09/013
Network Abnormal Traffic Detection Model Based on Semi-Supervised Deep Reinforcement Learning2021/12/013
DDoS Detection System: Using a Set of Classification Algorithms Controlled by Fuzzy Logic System in Apache Spark2019/09/013
Privacy-Preserved Task Offloading in Mobile Blockchain With Deep Reinforcement Learning2020/12/013
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing2021/12/012
Network Intrusion Detection and Comparative Analysis Using Ensemble Machine Learning and Feature Selection2022/12/012
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment2023/09/012
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework2023/06/012
Fault Diagnosis in Industrial Control Networks Using Transferability-Measured Adversarial Adaptation Network2023/06/012
Layer-Aware Containerized Service Orchestration in Edge Networks2023/06/012
HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log2020/12/012
Mobility-Aware Seamless Handover With MPTCP in Software-Defined HetNets2021/03/012
Detection and Characterization of Network Anomalies in Large-Scale RTT Time Series2021/03/012
WIDS: An Anomaly Based Intrusion Detection System for Wi-Fi (IEEE 802.11) Protocol2021/03/012
Challenges, Designs, and Performances of a Distributed Algorithm for Minimum-Latency of Data-Aggregation in Multi-Channel WSNs2019/03/012
Multi-Agent Based Autonomic Network Management Architecture2021/09/012
Mobility Aware and Dynamic Migration of MEC Services for the Internet of Vehicles2021/03/012
DRL-QOR: Deep Reinforcement Learning-Based QoS/QoE-Aware Adaptive Online Orchestration in NFV-Enabled Networks2021/06/012
Toward Consistent SDNs: A Case for Network State Fuzzing2020/06/012
Privacy-Preserving Approach PBCN in Social Network With Differential Privacy2020/06/012
Machine Learning-Based Radio Coverage Prediction in Urban Environments2020/12/012
APPM: Adaptive Parallel Processing Mechanism for Service Function Chains2021/06/012
HQTimer: A Hybrid ${Q}$ -Learning-Based Timeout Mechanism in Software-Defined Networks2019/03/012
Secure Data Query Framework for Cloud and Fog Computing2020/03/012
A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding2019/12/012
Placement and Chaining for Run-Time IoT Service Deployment in Edge-Cloud2020/03/012
Reliable and Efficient Multimedia Service Optimization for Edge Computing-Based 5G Networks: Game Theoretic Approaches2020/09/012
Service Function Chain Orchestration Across Multiple Domains: A Full Mesh Aggregation Approach2018/09/012
Towards 5G: A Reinforcement Learning-Based Scheduling Solution for Data Traffic Management2018/12/012
BotChase: Graph-Based Bot Detection Using Machine Learning2020/03/012