| # | Title | Journal | Year | Citations |
|---|
|
| 1 | Resource Allocation in NFV: A Comprehensive Survey | IEEE Transactions on Network and Service Management | 2016 | 693 |
| 2 | Hierarchical Trust Management for Wireless Sensor Networks and its Applications to Trust-Based Routing and Intrusion Detection | IEEE Transactions on Network and Service Management | 2012 | 361 |
| 3 | Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges | IEEE Transactions on Network and Service Management | 2019 | 356 |
| 4 | Heuristic Approaches to the Controller Placement Problem in Large Scale SDN Networks | IEEE Transactions on Network and Service Management | 2015 | 335 |
| 5 | Orchestrating Virtualized Network Functions | IEEE Transactions on Network and Service Management | 2016 | 314 |
| 6 | Resource Slicing in Virtual Wireless Networks: A Survey | IEEE Transactions on Network and Service Management | 2016 | 298 |
| 7 | A Survey on Service-Oriented Network Virtualization Toward Convergence of Networking and Cloud Computing | IEEE Transactions on Network and Service Management | 2012 | 255 |
| 8 | On Dynamic Service Function Chain Deployment and Readjustment | IEEE Transactions on Network and Service Management | 2017 | 246 |
| 9 | Situation-Aware IoT Service Coordination Using the Event-Driven SOA Paradigm | IEEE Transactions on Network and Service Management | 2016 | 238 |
| 10 | A Hybrid Deep Learning-Based Model for Anomaly Detection in Cloud Datacenter Networks | IEEE Transactions on Network and Service Management | 2019 | 209 |
| 11 | Lucid: A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection | IEEE Transactions on Network and Service Management | 2020 | 205 |
| 12 | NetVM: High Performance and Flexible Networking Using Virtualization on Commodity Platforms | IEEE Transactions on Network and Service Management | 2015 | 198 |
| 13 | SVNE: Survivable Virtual Network Embedding Algorithms for Network Virtualization | IEEE Transactions on Network and Service Management | 2013 | 197 |
| 14 | Big Data Analysis-Based Secure Cluster Management for Optimized Control Plane in Software-Defined Networks | IEEE Transactions on Network and Service Management | 2018 | 173 |
| 15 | A Scalable Algorithm for the Placement of Service Function Chains | IEEE Transactions on Network and Service Management | 2016 | 170 |
| 16 | Secure Data Encryption Based on Quantum Walks for 5G Internet of Things Scenario | IEEE Transactions on Network and Service Management | 2020 | 167 |
| 17 | DMRO: A Deep Meta Reinforcement Learning-Based Task Offloading Framework for Edge-Cloud Computing | IEEE Transactions on Network and Service Management | 2021 | 157 |
| 18 | A Biology-Based Algorithm to Minimal Exposure Problem of Wireless Sensor Networks | IEEE Transactions on Network and Service Management | 2014 | 145 |
| 19 | PhishStorm: Detecting Phishing With Streaming Analytics | IEEE Transactions on Network and Service Management | 2014 | 145 |
| 20 | A Reliability-Aware Network Service Chain Provisioning With Delay Guarantees in NFV-Enabled Enterprise Datacenter Networks | IEEE Transactions on Network and Service Management | 2017 | 145 |
| 21 | Modeling and Management of Firewall Policies | IEEE Transactions on Network and Service Management | 2004 | 142 |
| 22 | Trust management in mobile ad hoc networks using a scalable maturity-based model | IEEE Transactions on Network and Service Management | 2010 | 142 |
| 23 | Histogram-based traffic anomaly detection | IEEE Transactions on Network and Service Management | 2009 | 141 |
| 24 | An Effective Approach to Controller Placement in Software Defined Wide Area Networks | IEEE Transactions on Network and Service Management | 2018 | 141 |
| 25 | Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection | IEEE Transactions on Network and Service Management | 2021 | 136 |
| 26 | SAFETY: Early Detection and Mitigation of TCP SYN Flood Utilizing Entropy in SDN | IEEE Transactions on Network and Service Management | 2018 | 135 |
| 27 | Privacy-Preserved Task Offloading in Mobile Blockchain With Deep Reinforcement Learning | IEEE Transactions on Network and Service Management | 2020 | 132 |
| 28 | Joint Energy Efficient and QoS-Aware Path Allocation and VNF Placement for Service Function Chaining | IEEE Transactions on Network and Service Management | 2019 | 131 |
| 29 | Optimizing Resource Allocation for Virtualized Network Functions in a Cloud Center Using Genetic Algorithms | IEEE Transactions on Network and Service Management | 2017 | 129 |
| 30 | A Pretreatment Workflow Scheduling Approach for Big Data Applications in Multicloud Environments | IEEE Transactions on Network and Service Management | 2016 | 124 |
| 31 | Energy-Efficient Resource Allocation and Provisioning Framework for Cloud Data Centers | IEEE Transactions on Network and Service Management | 2015 | 122 |
| 32 | Security as a Service Model for Cloud Environment | IEEE Transactions on Network and Service Management | 2014 | 121 |
| 33 | SLICOTS: An SDN-Based Lightweight Countermeasure for TCP SYN Flooding Attacks | IEEE Transactions on Network and Service Management | 2017 | 121 |
| 34 | IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge | IEEE Transactions on Network and Service Management | 2020 | 121 |
| 35 | Service Function Chain Orchestration Across Multiple Domains: A Full Mesh Aggregation Approach | IEEE Transactions on Network and Service Management | 2018 | 119 |
| 36 | A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding | IEEE Transactions on Network and Service Management | 2019 | 118 |
| 37 | XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures | IEEE Transactions on Network and Service Management | 2021 | 115 |
| 38 | Efficient and Secure Multi-User Multi-Task Computation Offloading for Mobile-Edge Computing in Mobile IoT Networks | IEEE Transactions on Network and Service Management | 2020 | 114 |
| 39 | Multi-Agent DRL for Task Offloading and Resource Allocation in Multi-UAV Enabled IoT Edge Network | IEEE Transactions on Network and Service Management | 2021 | 114 |
| 40 | A Survey on Big Data for Network Traffic Monitoring and Analysis | IEEE Transactions on Network and Service Management | 2019 | 113 |
| 41 | Scheduling Wireless Virtual Networks Functions | IEEE Transactions on Network and Service Management | 2016 | 112 |
| 42 | Programming Abstractions for Software-Defined Wireless Networks | IEEE Transactions on Network and Service Management | 2015 | 111 |
| 43 | A Unified Deep Learning Anomaly Detection and Classification Approach for Smart Grid Environments | IEEE Transactions on Network and Service Management | 2021 | 111 |
| 44 | An OSPF-Integrated Routing Strategy for QoS-Aware Energy Saving in IP Backbone Networks | IEEE Transactions on Network and Service Management | 2012 | 110 |
| 45 | Topology-Aware Prediction of Virtual Network Function Resource Requirements | IEEE Transactions on Network and Service Management | 2017 | 108 |
| 46 | Capacitated Next Controller Placement in Software Defined Networks | IEEE Transactions on Network and Service Management | 2017 | 108 |
| 47 | 5G-EmPOWER: A Software-Defined Networking Platform for 5G Radio Access Networks | IEEE Transactions on Network and Service Management | 2019 | 107 |
| 48 | Online and Scalable Unsupervised Network Anomaly Detection Method | IEEE Transactions on Network and Service Management | 2017 | 106 |
| 49 | Mobile Edge Computing Resources Optimization: A Geo-Clustering Approach | IEEE Transactions on Network and Service Management | 2018 | 105 |
| 50 | HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log | IEEE Transactions on Network and Service Management | 2020 | 105 |
