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 2021-04-01 to 2025-04-01.)

Article	Citations
Improving Emergency Response: An In-Depth Analysis of an ITS-G5 Messaging Strategy for Bus Blockage Emergencies at Level Crossings	114
Correction: Availability and Performance Assessment of IoMT Systems: A Stochastic Modeling Approach	109
4MIDable: Flexible Network Offloading For Security VNFs	73
Integrating Real-Time Wireless Sensor Networks into IoT Using MQTT-SN	73
VAE-Based Latent Representations Learning for Botnet Detection in IoT Networks	70
Performance Evaluation of IoT-Based Industrial Automation Using Edge, Fog, and Cloud Architectures	65
Separating Prediction and Explanation: An Approach Based on Explainable Artificial Intelligence for Analyzing Network Intrusion	55
Identifying Distributed Denial of Service Attacks through Multi-Model Deep Learning Fusion and Combinatorial Analysis	48
Enhancing Network Threat Detection with Random Forest-Based NIDS and Permutation Feature Importance	44
Path Enumeration Solution for Evaluating Reliability, Based on the Path Algebra Framework	40
Empirical Evaluation of QUIC-Based Software-Defined Service Migration in Multi-access Edge Computing Over 5G Networks	39
Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems	38
Empowering Microservices: A Deep Dive into Intelligent Application Component Placement for Optimal Response Time	36
DeepVRM: Deep Learning Based Virtual Resource Management for Energy Efficiency	33
Securing Software-Defined Networks Through Adaptive Moving Target Defense Capabilities	32
Fault Tolerance and Failure Recovery Techniques in Software-Defined Networking: A Comprehensive Approach	30
Fedidchain: An Innovative Blockchain-Enabled Framework for Cross-Border Interoperability and Trust Management in Identity Federation Systems	28
Enabling Organizations to Participate in the Ad Hoc Scheduling of a Cross-Organizational Data Pipeline	26
Empowering UAV Communications with AI-Assisted Software-Defined Networks: A Review on Performance, Security, and Efficiency	26
Genetic-Based Algorithm for Task Scheduling in Fog–Cloud Environment	25
Detecting Sybil Attacks in VANET: Exploring Feature Diversity and Deep Learning Algorithms with Insights into Sybil Node Associations	25
Mobile-Aware Service Function Chain Intelligent Seamless Migration in Multi-access Edge Computing	24
High Precision Latency Forwarding for Wide Area Networks Through Intelligent In-Packet Header Processing (gLBF)	23
QoS-Aware Service Migration in Multi-access Edge Compute Using Closed-Loop Adaptive Particle Swarm Optimization Algorithm	22
How Low Can You Go? A Limbo Dance for Low-Latency Network Functions	20

Mitigating DoS Attack in MANETs Considering Node Reputation with AI	20
Deep-Learning Based Detection for Cyber-Attacks in IoT Networks: A Distributed Attack Detection Framework	18
Enhancing the Security of Software-Defined Networking through Forensic Memory Analysis	17
A Hybrid Application-Aware VHO Scheme for Coexisting VLC and WLAN Indoor Networks	16
A Performance Evaluation of Neural Networks for Botnet Detection in the Internet of Things	15
Centrality Based Congestion Detection Using Reinforcement Learning Approach for Traffic Engineering in Hybrid SDN	15
A Load Balancing Strategy Based on Fuzzy Satisfaction Among Multiple Controllers in Software-Defined Networking	15
DSEA: A Traffic Control Method of Information Center Networking Based on Multi-objective Genetic Algorithms	15
Towards a Trustful Game-Theoretic Mechanism for Data Trading in the Blockchain-IoT Ecosystem	12
A Blockchain-Based Authentication Scheme for 5G-Enabled IoT	12
An Algorithm to Speed up Network Recovery Fault Point Estimation and Recovery Action Recommendation	12
AntibotV: A Multilevel Behaviour-Based Framework for Botnets Detection in Vehicular Networks	11
Value is King: The MECForge Deep Reinforcement Learning Solution for Resource Management in 5G and Beyond	11
Network Coding Based Fault-Tolerant Dynamic Scheduling and Routing for In-Vehicle Networks	11
On Crosstalk Aware Energy and Spectrum Efficient Survivable RSCA Scheme in Offline SDM-EON	11
Offline and Real-Time Policy-based Management for Virtualized Services: Conflict and Redundancy Detection, and Automated Resolution	11
Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021	10
ALPACA: A PCI Assignment Algorithm Taking Advantage of Weighted ANR	10
A CNN-Based SIA Screenshot Method to Visually Identify Phishing Websites	10
Virtual Network Function Development for NG-PON Access Network Architecture	10
Online Dynamic Container Rescheduling for Improved Application Service Time	10
Dynamic Multi-Method Allocation for Intent-based Security Orchestration	10
An Analysis of Cloud Gaming Platforms Behaviour Under Synthetic Network Constraints and Real Cellular Networks Conditions	10
WebRTC over 5 G: A Study of Remote Collaboration QoS in Mobile Environment	10
Power-Profile in Q-Learning NOMA Random Access Protocols for Throughput Maximization	10
Design of a Security and Trust Framework for 5G Multi-domain Scenarios	9
A Comprehensive Characterization of Threats Targeting Low-Latency Services: The Case of L4S	9
Cloud-Native Placement Strategies of Service Function Chains with Dependencies	9
FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques	9
DDT: A Reinforcement Learning Approach to Dynamic Flow Timeout Assignment in Software Defined Networks	9
A P4-Based Adversarial Attack Mitigation on Machine Learning Models in Data Plane Devices	9
A Study of Costs and Benefits of Content Sharing in Personal Cloud Storage	9
Intelligent Wireless Networks: Challenges and Future Research Topics	9
Cluster-Based Hybrid Approach for PCI Configuration and Optimization in 5G EN-DC Heterogeneous Networks	9
Random Point Evolution-Based Heuristic for Resource Efficiency in OCDMA Networks	9
Impact of Irrational Users in a Cognitive Radio Network Game: Spectrum Market Stability Analysis	8
A Deep Learning Approach for Botnet Detection Using Raw Network Traffic Data	8
A Novel Mathematical Model with Fairness Constraints for Uninterrupted Network Coverage in Disasters	8
Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach	8
An Energy-Efficient VNE Algorithm Based on Bidirectional Long Short-Term Memory	8
Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples	8
ADAPTIVE6G: Adaptive Resource Management for Network Slicing Architectures in Current 5G and Future 6G Systems	8
Genetic Algorithm for Multi-hop VANET Clustering Based on Coalitional Game	8
Toward Generating a Large Scale Intrusion Detection Dataset and Intruders Behavioral Profiling Using Network and Transportation Layers Traffic Flow Analyzer (NTLFlowLyzer)	8
A Novel Light Reflection-Random Walk for Smart Sensors Relocation	7
Resolving Load Imbalance State for SDN by Minimizing Maximum Load of Controllers	7
Leveraging Multi-rate Multicast for Content Caching and Transmission Rate Allocation in Cache-Enabled Networks	7
Software Defined Network Traffic Classification for QoS Optimization Using Machine Learning	7
Proposal and Evaluation of GPU Offloading Parts Reconfiguration During Applications Operations for Environment Adaptation	7
Design and Performance Evaluation of a New Traffic Engineering Technique for Software-Defined Network Datacenters	7

SGR-MOP Based Secrecy-Enabled Resource Allocation Scheme for 5G Networks	6
Overcoming Real-World IoT Deployment Challenges with Enhanced Fuzzy Logic Decision Algorithms	6
Placement Optimization of Virtual Network Functions in a Cloud Computing Environment	6
Empowering SDN-Docker Based Architecture for Internet of Things Heterogeneity	6
XAITrafficIntell: Interpretable Cyber Threat Intelligence for Darknet Traffic Analysis	6
Preprocessing-Based Approach for Prompt Intrusion Detection in SDN Networks	6
C3S-TTP: A Trusted Third Party for Configuration Security in TOSCA-Based Cloud Services	6
Deployment of Future Services in a Multi-access Edge Computing Environment Using Intelligence at the Edge	6
Improving VANET Data Dissemination Efficiency with Deep Neural Networks	6