Journal of Network and Systems Management

Article	Citations
Scalability, Consistency, Reliability and Security in SDN Controllers: A Survey of Diverse SDN Controllers	121
Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder	86
AS-IDS: Anomaly and Signature Based IDS for the Internet of Things	81
Deep Learning in IoT Intrusion Detection	80
A Feature Selection Based on the Farmland Fertility Algorithm for Improved Intrusion Detection Systems	66
An Intelligent Tree-Based Intrusion Detection Model for Cyber Security	59
Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques	55
Machine-Learning-Enabled DDoS Attacks Detection in P4 Programmable Networks	50
Energy and Cost-Aware Workflow Scheduling in Cloud Computing Data Centers Using a Multi-objective Optimization Algorithm	44
URLdeepDetect: A Deep Learning Approach for Detecting Malicious URLs Using Semantic Vector Models	41
FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques	41
Real-Time Task Scheduling Algorithm for IoT-Based Applications in the Cloud–Fog Environment	40
Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection	40
Efficient Intelligent Intrusion Detection System for Heterogeneous Internet of Things (HetIoT)	32
Energy-Efficient Delay-Aware Task Offloading in Fog-Cloud Computing System for IoT Sensor Applications	31
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives	30
Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach	29
Service Function Chain Placement in Distributed Scenarios: A Systematic Review	28
An SDN-Assisted Defense Mechanism for the Shrew DDoS Attack in a Cloud Computing Environment	27
Machine Learning-Based Multipath Routing for Software Defined Networks	27
ADAPTIVE6G: Adaptive Resource Management for Network Slicing Architectures in Current 5G and Future 6G Systems	26
Improved Artificial Bee Colony Using Monarchy Butterfly Optimization Algorithm for Load Balancing (IABC-MBOA-LB) in Cloud Environments	25
Network Traffic Classification Using Deep Learning Networks and Bayesian Data Fusion	24
Deep Reinforcement Learning Based Active Queue Management for IoT Networks	22
Meta-heuristic Approaches for Effective Scheduling in Infrastructure as a Service Cloud: A Systematic Review	21

QoS-Aware Task Offloading in Fog Environment Using Multi-agent Deep Reinforcement Learning	20
Meta-heuristic Based Hybrid Service Placement Strategies for Two-Level Fog Computing Architecture	20
Design of a Security and Trust Framework for 5G Multi-domain Scenarios	20
Cybersecurity of Smart Home Systems: Sensor Identity Protection	19
Hybrid Stochastic Ranking and Opposite Differential Evolution-Based Enhanced Firefly Optimization Algorithm for Extending Network Lifetime Through Efficient Clustering in WSNs	19
A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems	18
Data Processing on Edge and Cloud: A Performability Evaluation and Sensitivity Analysis	17
Deep-Learning Based Detection for Cyber-Attacks in IoT Networks: A Distributed Attack Detection Framework	16
Reliability and Survivability Analysis of Long-Term Evolution Vehicular Ad-Hoc Networks: An Analytical Approach	14
Secure SDN–IoT Framework for DDoS Attack Detection Using Deep Learning and Counter Based Approach	14
Deep Learning Based Hybrid Intrusion Detection Systems to Protect Satellite Networks	12
An Analysis of Cloud Gaming Platforms Behaviour Under Synthetic Network Constraints and Real Cellular Networks Conditions	12
Collaborative Multi-domain Routing in SDN Environments	12
Multi-objective Optimization Service Function Chain Placement Algorithm Based on Reinforcement Learning	11
Ethereum’s Peer-to-Peer Network Monitoring and Sybil Attack Prevention	11
Resolving Load Imbalance State for SDN by Minimizing Maximum Load of Controllers	11
MSN: A Playground Framework for Design and Evaluation of MicroServices-Based sdN Controller	11
A Scalable Hierarchically Distributed Architecture for Next-Generation Applications	10
Genetic-Based Algorithm for Task Scheduling in Fog–Cloud Environment	10
Human Immune-Based Intrusion Detection and Prevention System for Fog Computing	10
A Blockchain-Based Authentication Scheme for 5G-Enabled IoT	10
Machine Learning-Assisted Closed-Control Loops for Beyond 5G Multi-Domain Zero-Touch Networks	10
A Deep Learning Approach for Botnet Detection Using Raw Network Traffic Data	10
A Deep Learning Approach for Classifying Vulnerability Descriptions Using Self Attention Based Neural Network	9
AntibotV: A Multilevel Behaviour-Based Framework for Botnets Detection in Vehicular Networks	9
Comparison of Machine Learning Techniques for VNF Resource Requirements Prediction in NFV	9
XDP-Based SmartNIC Hardware Performance Acceleration for Next-Generation Networks	9
PassMon: A Technique for Password Generation and Strength Estimation	9
Special Issue on Cybersecurity Management in the Era of AI	9
QoS-Aware Service Migration in Multi-access Edge Compute Using Closed-Loop Adaptive Particle Swarm Optimization Algorithm	8
Bloccess: Enabling Fine-Grained Access Control Based on Blockchain	8
An Advanced Hierarchical Identity-Based Security Mechanism by Blockchain in Named Data Networking	8
ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks	8
Intelligent Wireless Networks: Challenges and Future Research Topics	8
A Deep Learning Approach for Classifying Network Connected IoT Devices Using Communication Traffic Characteristics	8
A Management Architecture for IoT Smart Solutions: Design and Implementation	8
Personalized Privacy-Preserving Publication of Trajectory Data by Generalization and Distortion of Moving Points	7
A Mobility-Aware Service Function Chain Migration Strategy Based on Deep Reinforcement Learning	7
EnGINE: Flexible Research Infrastructure for Reliable and Scalable Time Sensitive Networks	7
VAE-Based Latent Representations Learning for Botnet Detection in IoT Networks	7
BTrust: A New Blockchain-Based Trust Management Protocol for Resource Sharing	7
A Cost-Aware Management Framework for Placement of Data-Intensive Applications on Federated Cloud	7
ML-Based DDoS Detection and Identification Using Native Cloud Telemetry Macroscopic Monitoring	7
Towards a Trustful Game-Theoretic Mechanism for Data Trading in the Blockchain-IoT Ecosystem	7
DB-CMT: A New Concurrent Multi-path Stream Control Transport Protocol	7
SDNTruth: Innovative DDoS Detection Scheme for Software-Defined Networks (SDN)	7
Delay Constrained SFC Orchestration for Edge Intelligence-Enabled IIoT: A DRL Approach	7
Self-organizing Fog Support Services for Responsive Edge Computing	6
WebAssembly Orchestration in the Context of Serverless Computing	6
An Autonomous Cybersecurity Framework for Next-generation Digital Service Chains	6

On Profiling, Benchmarking and Behavioral Analysis of SDN Architecture Under DDoS Attacks	6
Knowledge Discovery: Can It Shed New Light on Threshold Definition for Heavy-Hitter Detection?	6
Low Latency Low Loss Media Delivery Utilizing In-Network Packet Wash	6
Optimal Service Selection and Placement Based on Popularity and Server Load in Multi-access Edge Computing	6
WebRTC over 5 G: A Study of Remote Collaboration QoS in Mobile Environment	6
A Multi-criteria Decision Making Approach for Scaling and Placement of Virtual Network Functions	6
Network Anomaly Early Warning through Generalized Network Temperature and Deep Learning	6
MPC-ABC: Blockchain-Based Network Communication for Efficiently Secure Multiparty Computation	6
Centrality Based Congestion Detection Using Reinforcement Learning Approach for Traffic Engineering in Hybrid SDN	6
An Effective Channel Selection Solution for Reliable Scheduling in Industrial IoT Networks	5
An Ensemble Classifier Based Scheme for Detection of False Data Attacks Aiming at Disruption of Electricity Market Operation	5
On Ensuring Full Yet Cost-Efficient Survivability of Service Function Chains in NFV Environments	5
A Secure IIoT Gateway Architecture based on Trusted Execution Environments	5
Building an Intelligent Global IoT Reputation and Malicious Devices Detecting System	5
SECAP Switch—Defeating Topology Poisoning Attacks Using P4 Data Planes	5
Model-Based Performability and Dependability Evaluation of a System with VM Migration as Rejuvenation in the Presence of Bursty Workloads	5
Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples	5
Intelligent and Resource-Conserving Service Function Chain (SFC) Embedding	5
A Novel Cooperative Micro-Caching Algorithm Based on Fuzzy Inference Through NFV in Ultra-Dense IoT Networks	5
An Intrusion Detection System Using Extended Kalman Filter and Neural Networks for IoT Networks	4
The Path Towards Virtualized Wireless Communications: A Survey and Research Challenges	4
Solutions for the Deployment of Communication Roadside Infrastructure for Streaming Delivery in Vehicular Networks	4
How Low Can You Go? A Limbo Dance for Low-Latency Network Functions	4
A Novel Lightweight Defense Method Against Adversarial Patches-Based Attacks on Automated Vehicle Make and Model Recognition Systems	4
Intelligent Multi-connectivity Based Energy-Efficient Framework for Smart City	4
Stochastic Machine Learning Based Attacks Detection System in Wireless Sensor Networks	4
A Hybrid Multi-objective Algorithm for Imbalanced Controller Placement in Software-Defined Networks	4
On Crosstalk Aware Energy and Spectrum Efficient Survivable RSCA Scheme in Offline SDM-EON	4
Denial-of-Service Attack Mitigation in Multi-hop 5G D2D Wireless Communication Networks Employing Double Auction Game	4
Joint Reliability-Aware and Cost Efficient Path Allocation and VNF Placement using Sharing Scheme	4
Speedy and Efficient Service Chaining and Function Placement Based on Lagrangian Heuristics for Capacitated Shortest Path Tour Problem	4
Fedidchain: An Innovative Blockchain-Enabled Framework for Cross-Border Interoperability and Trust Management in Identity Federation Systems	4
Improving Network Delay Predictions Using GNNs	3
Data Transfers Using Bandwidth Reservation Through Multiple Disjoint Paths of Dynamic HPNs	3
Design and Implementation of a Routing Protocol for VANET to Improve the QoS of the Network	3
Empowering SDN-Docker Based Architecture for Internet of Things Heterogeneity	3
Design and Performance Evaluation of a New Traffic Engineering Technique for Software-Defined Network Datacenters	3
Network Coding Based Fault-Tolerant Dynamic Scheduling and Routing for In-Vehicle Networks	3
Hybrid SDN Networks: A Multi-parameter Server Load Balancing Scheme	3
Intelligent Secure Networking in In-band Full-duplex Dynamic Access Networks: Spectrum Management and Routing Protocol	3
SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks	3
Toward Radio Access Network Slicing Enforcement in Multi-cell 5G System	3
On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement	3
Asynchronous Time-Aware Shaper for Time-Sensitive Networking	3
A Comprehensive Characterization of Threats Targeting Low-Latency Services: The Case of L4S	3
Minimizing Resource Allocation for Cloud-Native Microservices	3
DT-ARO: Decision Tree-Based Artificial Rabbits Optimization to Mitigate IoT Botnet Exploitation	3
Customizable Deployment of NFV Services	3
Enhancing the Capabilities of Mobile Backhaul: A User Plane Perspective	3
Dynamic Migration of Microservices for End-to-End Latency Control in 5G/6G Networks	3
An Energy-Efficient VNE Algorithm Based on Bidirectional Long Short-Term Memory	3
Value is King: The MECForge Deep Reinforcement Learning Solution for Resource Management in 5G and Beyond	3
Unsupervised Clustering for a Comparative Methodology of Machine Learning Models to Detect Domain-Generated Algorithms Based on an Alphanumeric Features Analysis	3
A Distributed Virtual-Machine Placement and Migration Approach Based on Modern Portfolio Theory	3
Edge Computing Systems: Modeling and Resource Optimization for Augmented Reality and Soft Real-time Applications	2
A Blackout Aware Handover Mechanism for Ultra Dense Networks	2
An Efficient and Decentralized Fuzzy Reinforcement Learning Bandwidth Controller for Multitenant Data Centers	2
Improved Exploration Strategy for Q-Learning Based Multipath Routing in SDN Networks	2
Energy Aware Fuzzy Approach for VNF Placement and Consolidation in Cloud Data Centers	2
Placement Optimization of Virtual Network Functions in a Cloud Computing Environment	2
Mobile-Aware Service Function Chain Intelligent Seamless Migration in Multi-access Edge Computing	2
Detecting Sybil Attacks in VANET: Exploring Feature Diversity and Deep Learning Algorithms with Insights into Sybil Node Associations	2
A P4-Based Adversarial Attack Mitigation on Machine Learning Models in Data Plane Devices	2
Assisted Monitoring and Security Provisioning for 5G Microservices-Based Network Slices with SWEETEN	2
AAC: Adaptively Adjusting Concurrency by Exploiting Path Diversity in Datacenter Networks	2
A Protection System Against HTTP Flood Attacks Using Software Defined Networking	2
Explora-VR: Content Prefetching for Tile-Based Immersive Video Streaming Applications	2
A Survey on the Use of Lightweight Virtualization in I4.0 Manufacturing Environments	2
QoE Evaluation in Adaptive Streaming: Enhanced MDT with Deep Learning	2
Energy Aware Cluster Based Routing Algorithm for Optimal Routing and Fault Tolerance in Wireless Sensor Networks	2
Towards Service and Networking Intelligence for Humanity: A Report on APNOMS 2020	2
Cloud-Native Placement Strategies of Service Function Chains with Dependencies	2
ALPACA: A PCI Assignment Algorithm Taking Advantage of Weighted ANR	2
Smart Homes App Vulnerabilities, Threats, and Solutions: A Systematic Literature Review	2
Peripheral Diagnosis for Propagated Network Faults	2
Security Evaluation of Authentication Requirements in IoT Gateways	2
Link State Estimator for VANETs Using Neural Networks	2
Innovative Fitness Functions for Robust Energy Management in WSNs	2
Dependability of Network Services in the Context of NFV: A Taxonomy and State of the Art Classification	2
High Capacity and Resilient Large-Scale Deterministic IP Networks	2

Detection and Management of P2P Traffic in Networks using Artificial Neural Networksa	2
ARP Overhead Reduction Framework for Software Defined Data Centers	2
Securing Software-Defined Networks Through Adaptive Moving Target Defense Capabilities	2
A CNN-Based SIA Screenshot Method to Visually Identify Phishing Websites	2
A Hybrid Application-Aware VHO Scheme for Coexisting VLC and WLAN Indoor Networks	2
Optimal and Efficient Sensor Design for 5G-Based Internet-of-Body Healthcare Monitoring Network	2
A Novel Two-Routers Model Based on Category Constraints Secure Data-Dissemination-Aware Scheduling in Next-Generation Communication Networks	2