Journal of Network and Systems Management

Article	Citations
Scalability, Consistency, Reliability and Security in SDN Controllers: A Survey of Diverse SDN Controllers	88
AS-IDS: Anomaly and Signature Based IDS for the Internet of Things	65
A Feature Selection Based on the Farmland Fertility Algorithm for Improved Intrusion Detection Systems	59
Deep Learning in IoT Intrusion Detection	58
Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder	56
An Intelligent Tree-Based Intrusion Detection Model for Cyber Security	44
Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques	41
Energy and Cost-Aware Workflow Scheduling in Cloud Computing Data Centers Using a Multi-objective Optimization Algorithm	38
URLdeepDetect: A Deep Learning Approach for Detecting Malicious URLs Using Semantic Vector Models	36
Machine-Learning-Enabled DDoS Attacks Detection in P4 Programmable Networks	35
Energy-Efficient Data Transmission and Aggregation Protocol in Periodic Sensor Networks Based Fog Computing	34
Immersive Interconnected Virtual and Augmented Reality: A 5G and IoT Perspective	31
QoS-DPSO: QoS-aware Task Scheduling for Cloud Computing System	30
FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques	30
Toward a Machine Learning and Software Defined Network Approaches to Manage Miners’ Reputation in Blockchain	28
Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection	27
Energy-Efficient Delay-Aware Task Offloading in Fog-Cloud Computing System for IoT Sensor Applications	27
Service Function Chain Placement in Distributed Scenarios: A Systematic Review	26
Real-Time Task Scheduling Algorithm for IoT-Based Applications in the Cloud–Fog Environment	26
Bayesian Decision Network-Based Security Risk Management Framework	25
Machine Learning-Based Multipath Routing for Software Defined Networks	23
Service Selection Using Multi-criteria Decision Making: A Comprehensive Overview	23
Distributed Network Coding-Aware Routing Protocol Incorporating Fuzzy-Logic-Based Forwarders in Wireless Ad hoc Networks	21
Modified Dragonfly Algorithm for Optimal Virtual Machine Placement in Cloud Computing	21
Fuzzy, Dynamic and Trust Based Routing Protocol for IoT	21

A Robust Energy Optimization and Data Reduction Scheme for IoT Based Indoor Environments Using Local Processing Framework	21
Improved Artificial Bee Colony Using Monarchy Butterfly Optimization Algorithm for Load Balancing (IABC-MBOA-LB) in Cloud Environments	20
Efficient Intelligent Intrusion Detection System for Heterogeneous Internet of Things (HetIoT)	20
Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach	20
A Responsible Internet to Increase Trust in the Digital World	19
Network Traffic Classification Using Deep Learning Networks and Bayesian Data Fusion	19
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives	18
An SDN-Assisted Defense Mechanism for the Shrew DDoS Attack in a Cloud Computing Environment	18
Blockchain Signaling System (BloSS): Cooperative Signaling of Distributed Denial-of-Service Attacks	18
A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems	17
Meta-heuristic Approaches for Effective Scheduling in Infrastructure as a Service Cloud: A Systematic Review	17
Performance and Availability Trade-Offs in Fog–Cloud IoT Environments	16
ADAPTIVE6G: Adaptive Resource Management for Network Slicing Architectures in Current 5G and Future 6G Systems	16
Deep Reinforcement Learning Based Active Queue Management for IoT Networks	16
Big Spatial Data Management for the Internet of Things: A Survey	15
Hybrid Stochastic Ranking and Opposite Differential Evolution-Based Enhanced Firefly Optimization Algorithm for Extending Network Lifetime Through Efficient Clustering in WSNs	15
Cybersecurity of Smart Home Systems: Sensor Identity Protection	14
Data Processing on Edge and Cloud: A Performability Evaluation and Sensitivity Analysis	14
Decomposition Based Cloud Resource Demand Prediction Using Extreme Learning Machines	14
Meta-heuristic Based Hybrid Service Placement Strategies for Two-Level Fog Computing Architecture	14
Detecting and Mitigating DDoS Attack in Named Data Networking	13
Monte Carlo Tree Search with Last-Good-Reply Policy for Cognitive Optimization of Cloud-Ready Optical Networks	12
PARD: Hybrid Proactive and Reactive Method Eliminating Flow Setup Latency in SDN	10
Design of a Security and Trust Framework for 5G Multi-domain Scenarios	10
Optimized Sampling Strategies to Model the Performance of Virtualized Network Functions	10
Human Immune-Based Intrusion Detection and Prevention System for Fog Computing	10
A Scalable Hierarchically Distributed Architecture for Next-Generation Applications	10
Reliability and Survivability Analysis of Long-Term Evolution Vehicular Ad-Hoc Networks: An Analytical Approach	10
ISDSDN: Mitigating SYN Flood Attacks in Software Defined Networks	10
MSN: A Playground Framework for Design and Evaluation of MicroServices-Based sdN Controller	10
A Two-Stream Network Based on Capsule Networks and Sliced Recurrent Neural Networks for DGA Botnet Detection	10
Software-Defined Networking (SDN) and Network Function Virtualization (NFV) for a Hyperconnected World: Challenges, Applications, and Major Advancements	10
Collaborative Multi-domain Routing in SDN Environments	10
QoS-Aware Task Offloading in Fog Environment Using Multi-agent Deep Reinforcement Learning	9
Resolving Load Imbalance State for SDN by Minimizing Maximum Load of Controllers	9
Multi-objective Optimization Service Function Chain Placement Algorithm Based on Reinforcement Learning	9
Machine Learning-Assisted Closed-Control Loops for Beyond 5G Multi-Domain Zero-Touch Networks	8
A Deep Learning Approach for Botnet Detection Using Raw Network Traffic Data	8
A Blockchain-Based Authentication Scheme for 5G-Enabled IoT	8
A Deep Learning Approach for Classifying Vulnerability Descriptions Using Self Attention Based Neural Network	7
An Unsupervised Approach to Infer Quality of Service for Large-Scale Wireless Networking	7
Comparison of Machine Learning Techniques for VNF Resource Requirements Prediction in NFV	7
A Management Architecture for IoT Smart Solutions: Design and Implementation	7
An Analysis of Cloud Gaming Platforms Behaviour Under Synthetic Network Constraints and Real Cellular Networks Conditions	7
Ethereum’s Peer-to-Peer Network Monitoring and Sybil Attack Prevention	7
PassMon: A Technique for Password Generation and Strength Estimation	7
Intelligent Wireless Networks: Challenges and Future Research Topics	7
Knowledge Discovery: Can It Shed New Light on Threshold Definition for Heavy-Hitter Detection?	6
Personalized Privacy-Preserving Publication of Trajectory Data by Generalization and Distortion of Moving Points	6
On the Performance of QUIC over Wireless Mesh Networks	6

SDN-Based Traffic Management Middleware for Spontaneous WMNs	6
Bloccess: Enabling Fine-Grained Access Control Based on Blockchain	6
DB-CMT: A New Concurrent Multi-path Stream Control Transport Protocol	6
Deep-Learning Based Detection for Cyber-Attacks in IoT Networks: A Distributed Attack Detection Framework	6
A Deep Learning Approach for Classifying Network Connected IoT Devices Using Communication Traffic Characteristics	6
Low Latency Low Loss Media Delivery Utilizing In-Network Packet Wash	6
An Autonomous Cybersecurity Framework for Next-generation Digital Service Chains	6
VAE-Based Latent Representations Learning for Botnet Detection in IoT Networks	6
AntibotV: A Multilevel Behaviour-Based Framework for Botnets Detection in Vehicular Networks	5
A Multi-criteria Decision Making Approach for Scaling and Placement of Virtual Network Functions	5
XDP-Based SmartNIC Hardware Performance Acceleration for Next-Generation Networks	5
Building an Intelligent Global IoT Reputation and Malicious Devices Detecting System	5
ML-Based DDoS Detection and Identification Using Native Cloud Telemetry Macroscopic Monitoring	5
Self-organizing Fog Support Services for Responsive Edge Computing	5
Towards a Trustful Game-Theoretic Mechanism for Data Trading in the Blockchain-IoT Ecosystem	5
ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks	5
BTrust: A New Blockchain-Based Trust Management Protocol for Resource Sharing	5
A Holistic Framework for Virtual Network Migration to Enhance Embedding Ratios in Network Virtualization Environments	5
Secure SDN–IoT Framework for DDoS Attack Detection Using Deep Learning and Counter Based Approach	5
A Novel Cooperative Micro-Caching Algorithm Based on Fuzzy Inference Through NFV in Ultra-Dense IoT Networks	5
Special Issue on Cybersecurity Management in the Era of AI	5
Mobius: Packet Re-processing Hardware Architecture for Rich Policy Handling on a Network Processor	5
An Advanced Hierarchical Identity-Based Security Mechanism by Blockchain in Named Data Networking	5
A Cost-Aware Management Framework for Placement of Data-Intensive Applications on Federated Cloud	5
MaxHadoop: An Efficient Scalable Emulation Tool to Test SDN Protocols in Emulated Hadoop Environments	4
Model-Based Performability and Dependability Evaluation of a System with VM Migration as Rejuvenation in the Presence of Bursty Workloads	4
Network Anomaly Early Warning through Generalized Network Temperature and Deep Learning	4
SECAP Switch—Defeating Topology Poisoning Attacks Using P4 Data Planes	4
Solutions for the Deployment of Communication Roadside Infrastructure for Streaming Delivery in Vehicular Networks	4
WebAssembly Orchestration in the Context of Serverless Computing	4
SDNTruth: Innovative DDoS Detection Scheme for Software-Defined Networks (SDN)	4
Optimal Service Selection and Placement Based on Popularity and Server Load in Multi-access Edge Computing	4
A Hybrid Multi-objective Algorithm for Imbalanced Controller Placement in Software-Defined Networks	4
Machine Learning Based Classification Accuracy of Encrypted Service Channels: Analysis of Various Factors	4
Intelligent Multi-connectivity Based Energy-Efficient Framework for Smart City	4
Joint Reliability-Aware and Cost Efficient Path Allocation and VNF Placement using Sharing Scheme	4
An Ensemble Classifier Based Scheme for Detection of False Data Attacks Aiming at Disruption of Electricity Market Operation	4
EnGINE: Flexible Research Infrastructure for Reliable and Scalable Time Sensitive Networks	4
Analyzing Handover Performances of Mobility Management Protocols in Ultra-dense Networks	4
Centrality Based Congestion Detection Using Reinforcement Learning Approach for Traffic Engineering in Hybrid SDN	4
Data Transfers Using Bandwidth Reservation Through Multiple Disjoint Paths of Dynamic HPNs	3
Bandwidth Utilization and Management Algorithms (BUMAs) for NG-EPON	3
MPC-ABC: Blockchain-Based Network Communication for Efficiently Secure Multiparty Computation	3
BitMatrix: A Multipurpose Sketch for Monitoring of Multi-tenant Networks	3
On Crosstalk Aware Energy and Spectrum Efficient Survivable RSCA Scheme in Offline SDM-EON	3
Denial-of-Service Attack Mitigation in Multi-hop 5G D2D Wireless Communication Networks Employing Double Auction Game	3
A Novel Lightweight Defense Method Against Adversarial Patches-Based Attacks on Automated Vehicle Make and Model Recognition Systems	3
Customizable Deployment of NFV Services	3
Bottleneck Detection in Cloud Computing Performance and Dependability: Sensitivity Rankings for Hierarchical Models	3
Expand or Oversize? Planning Internet Access Network in a Demand Growth Scenario	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
Value is King: The MECForge Deep Reinforcement Learning Solution for Resource Management in 5G and Beyond	3
Intelligent Secure Networking in In-band Full-duplex Dynamic Access Networks: Spectrum Management and Routing Protocol	3
An Architecture for Creating Slices to Experiment on Wireless Networks	3
Configurable Deployment Descriptor Model in NFV	3
Enhancing the Capabilities of Mobile Backhaul: A User Plane Perspective	3
A Data-driven, Multi-setpoint Model Predictive Thermal Control System for Data Centers	3
Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples	3
Fedidchain: An Innovative Blockchain-Enabled Framework for Cross-Border Interoperability and Trust Management in Identity Federation Systems	3
An Intrusion Detection System Using Extended Kalman Filter and Neural Networks for IoT Networks	3
SD-RAN Interactive Management Using In-band Network Telemetry in IEEE 802.11 Networks	3
Explora-VR: Content Prefetching for Tile-Based Immersive Video Streaming Applications	2
Network Virtualization and Survivability of 5G Networks	2
Deep Learning Based Hybrid Intrusion Detection Systems to Protect Satellite Networks	2
Delay Constrained SFC Orchestration for Edge Intelligence-Enabled IIoT: A DRL Approach	2
Speedy and Efficient Service Chaining and Function Placement Based on Lagrangian Heuristics for Capacitated Shortest Path Tour Problem	2
A Secure IIoT Gateway Architecture based on Trusted Execution Environments	2
How Low Can You Go? A Limbo Dance for Low-Latency Network Functions	2
Peripheral Diagnosis for Propagated Network Faults	2
Hybrid SDN Networks: A Multi-parameter Server Load Balancing Scheme	2
Improving Network Delay Predictions Using GNNs	2
Joint Content-Mobility Priority Modeling for Cached Content Selection in D2D Networks	2
A Mobility-Aware Service Function Chain Migration Strategy Based on Deep Reinforcement Learning	2
An Effective Channel Selection Solution for Reliable Scheduling in Industrial IoT Networks	2
An Energy-Efficient VNE Algorithm Based on Bidirectional Long Short-Term Memory	2
Empowering SDN-Docker Based Architecture for Internet of Things Heterogeneity	2
Towards Service and Networking Intelligence for Humanity: A Report on APNOMS 2020	2
Genetic-Based Algorithm for Task Scheduling in Fog–Cloud Environment	2
A Comprehensive Characterization of Threats Targeting Low-Latency Services: The Case of L4S	2

A Novel Two-Routers Model Based on Category Constraints Secure Data-Dissemination-Aware Scheduling in Next-Generation Communication Networks	2
A Protection System Against HTTP Flood Attacks Using Software Defined Networking	2
Toward Radio Access Network Slicing Enforcement in Multi-cell 5G System	2
High Capacity and Resilient Large-Scale Deterministic IP Networks	2
On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement	2
On Profiling, Benchmarking and Behavioral Analysis of SDN Architecture Under DDoS Attacks	2
Energy Aware Fuzzy Approach for VNF Placement and Consolidation in Cloud Data Centers	2
QoS-Aware Service Migration in Multi-access Edge Compute Using Closed-Loop Adaptive Particle Swarm Optimization Algorithm	2
A Hybrid Application-Aware VHO Scheme for Coexisting VLC and WLAN Indoor Networks	2
ALPACA: A PCI Assignment Algorithm Taking Advantage of Weighted ANR	2
AAC: Adaptively Adjusting Concurrency by Exploiting Path Diversity in Datacenter Networks	2