OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Network and Systems Management is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

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
FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques	30
QoS-DPSO: QoS-aware Task Scheduling for Cloud Computing System	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
A Robust Energy Optimization and Data Reduction Scheme for IoT Based Indoor Environments Using Local Processing Framework	21
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
Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach	20
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
Network Traffic Classification Using Deep Learning Networks and Bayesian Data Fusion	19
A Responsible Internet to Increase Trust in the Digital World	19
Blockchain Signaling System (BloSS): Cooperative Signaling of Distributed Denial-of-Service Attacks	18
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
Meta-heuristic Approaches for Effective Scheduling in Infrastructure as a Service Cloud: A Systematic Review	17
A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems	17
Deep Reinforcement Learning Based Active Queue Management for IoT Networks	16
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
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
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
Cybersecurity of Smart Home Systems: Sensor Identity Protection	14
Data Processing on Edge and Cloud: A Performability Evaluation and Sensitivity Analysis	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
Collaborative Multi-domain Routing in SDN Environments	10
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
Multi-objective Optimization Service Function Chain Placement Algorithm Based on Reinforcement Learning	9
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
A Blockchain-Based Authentication Scheme for 5G-Enabled IoT	8
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
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
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