OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Network and Systems Management is 6. 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 2020-11-01 to 2024-11-01.)

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