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 2021-07-01 to 2025-07-01.)

Article	Citations
DeepVRM: Deep Learning Based Virtual Resource Management for Energy Efficiency	128
A P4-Based Adversarial Attack Mitigation on Machine Learning Models in Data Plane Devices	122
A Novel Wavelet-Based Model For Android Malware Detection Utilizing System Calls Features	86
RLSK_US: An Improved Dynamic Virtual Machine Consolidation Model to Optimize Energy and SLA Violations in Cloud Datacenter	82
Deterministic Scheduling of Periodic Messages for Low Latency in Cloud RAN	81
Path Enumeration Solution for Evaluating Reliability, Based on the Path Algebra Framework	77
A Blockchain-Based Authentication Scheme for 5G-Enabled IoT	59
Enhancing the Security of Software-Defined Networking through Forensic Memory Analysis	48
Genetic-Based Algorithm for Task Scheduling in Fog–Cloud Environment	43
High Precision Latency Forwarding for Wide Area Networks Through Intelligent In-Packet Header Processing (gLBF)	43
Performance Evaluation of IoT-Based Industrial Automation Using Edge, Fog, and Cloud Architectures	42
Integrating Real-Time Wireless Sensor Networks into IoT Using MQTT-SN	41
Impact of Irrational Users in a Cognitive Radio Network Game: Spectrum Market Stability Analysis	40
Enhancing Network Threat Detection with Random Forest-Based NIDS and Permutation Feature Importance	39
Improving Emergency Response: An In-Depth Analysis of an ITS-G5 Messaging Strategy for Bus Blockage Emergencies at Level Crossings	36
On Crosstalk Aware Energy and Spectrum Efficient Survivable RSCA Scheme in Offline SDM-EON	32
4MIDable: Flexible Network Offloading For Security VNFs	31
An Analysis of Cloud Gaming Platforms Behaviour Under Synthetic Network Constraints and Real Cellular Networks Conditions	29
QoS-Aware Service Migration in Multi-access Edge Compute Using Closed-Loop Adaptive Particle Swarm Optimization Algorithm	27
Deep-Learning Based Detection for Cyber-Attacks in IoT Networks: A Distributed Attack Detection Framework	26
One Class Density Estimation Approach for Fault Detection and Rootcause Analysis in Computer Networks	25
Toward Generating a Large Scale Intrusion Detection Dataset and Intruders Behavioral Profiling Using Network and Transportation Layers Traffic Flow Analyzer (NTLFlowLyzer)	25
Inter-Domain Prefix and Route Validation Using Fast and Scalable DAG Based Distributed Ledger for Secure BGP Routing	19
ARP Overhead Reduction Framework for Software Defined Data Centers	19
C3S-TTP: A Trusted Third Party for Configuration Security in TOSCA-Based Cloud Services	18

An Energy-Efficient VNE Algorithm Based on Bidirectional Long Short-Term Memory	16
Multi-objective Optimization Service Function Chain Placement Algorithm Based on Reinforcement Learning	16
Deployment of Future Services in a Multi-access Edge Computing Environment Using Intelligence at the Edge	16
Smart Hospital Patient Monitoring System Aided by Edge-Fog-Cloud Continuum: A Performability Evaluation Focusing on Distinct Sensor Sources	16
A Comprehensive Review of Recent Developments in VANET for Traffic, Safety & Remote Monitoring Applications	15
Meta-heuristic Based Hybrid Service Placement Strategies for Two-Level Fog Computing Architecture	15
A Scalable Hierarchically Distributed Architecture for Next-Generation Applications	15
Optimizing Completion Time of Requests in Serverless Computing	15
Towards NICE-by-Design Cybersecurity Learning Environments: A Cyber Range for SOC Teams	15
Responsible Workload Sequence Anomaly Detection with Bi-View Feature Fusion	14
On the Integration of Blockchain and SDN: Overview, Applications, and Future Perspectives	14
CNS-AOM: Design, Implementation and Integration of an Architecture for Orchestration and Management of Cloud-Network Slices	14
SA-O2DCA: Seasonal Adapted Online Outlier Detection and Classification Approach for WSN	13
A Hybrid Heuristic Task Offloading Algorithm in Mobile Edge Computing for Joint Optimization of Delay and Energy Consumption	13
QoE Evaluation in Adaptive Streaming: Enhanced MDT with Deep Learning	13
SDBlock-IoT: A Blockchain-Enabled Software-Defined Multicontroller Architecture to Safeguard OpenFlow Tables	13
X-CLNN: A Hybrid Neural Network-Based Approach Combining CNN and RNN for Communication Services Classification	13
An Adaptable and Agnostic Flow Scheduling Approach for Data Center Networks	12
An Efficient and Decentralized Fuzzy Reinforcement Learning Bandwidth Controller for Multitenant Data Centers	12
LogAnomEX: An Unsupervised Log Anomaly Detection Method Based on Electra-DP and Gated Bilinear Neural Networks	12
Enabling RPL on the Internet of Underwater Things	12
An Advanced Hierarchical Identity-Based Security Mechanism by Blockchain in Named Data Networking	12
Deep Learning Based Hybrid Intrusion Detection Systems to Protect Satellite Networks	12
PV+TESLA: A Secure Integrated Approach to Reduce Message Verification Delay in V2V Networks	12
A Survey on the Optimization of Security Components Placement in Internet of Things	11
Distributed Maximum Utility Task Offloading for Delay-Sensitive IoT Applications in Cloud and Edge Computing	11
Parametric Machine Learning-Based Adaptive Sampling Algorithm for Efficient IoT Data Collection in Environmental Monitoring	11
Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques	10
On the Feasibility of Anomaly Detection with Fine-Grained Program Tracing Events	10
Distributed AgriFood Supply Chains	10
A Management Architecture for IoT Smart Solutions: Design and Implementation	10
Novel Initialization Functions for Metaheuristic-Based Online Virtual Network Embedding	10
A Perspicacious Multi-level Defense System Against DDoS Attacks in Cloud Using Information Metric & Game Theoretical Approach	10
Customizable Mapping of Virtualized Network Services in Multi-datacenter Environments Based on Genetic Metaheuristics	10
PassMon: A Technique for Password Generation and Strength Estimation	10
Explora-VR: Content Prefetching for Tile-Based Immersive Video Streaming Applications	10
Effect of Messaging Model on the Reliable Data Transfer Latency in a Fog System	9
A Distributed Virtual-Machine Placement and Migration Approach Based on Modern Portfolio Theory	9
End-to-End No-wait Scheduling for Time-Triggered Streams in Mixed Wired-Wireless Networks	9
Smart Homes App Vulnerabilities, Threats, and Solutions: A Systematic Literature Review	9
A Model of Encrypted Network Traffic Classification that Trades Off Accuracy and Efficiency	9
Assisted Monitoring and Security Provisioning for 5G Microservices-Based Network Slices with SWEETEN	9
Link State Estimator for VANETs Using Neural Networks	8
Hybrid SDN Networks: A Multi-parameter Server Load Balancing Scheme	8
A Load Balancing Strategy Based on Fuzzy Satisfaction Among Multiple Controllers in Software-Defined Networking	8
Dynamic Microservice Provisioning in 5G Networks Using Edge–Cloud Continuum	8
Comparison of Machine Learning Techniques for VNF Resource Requirements Prediction in NFV	8
Efficient Task Allocation in Data Center Environments Based on Information Theory	8
Highly Accurate and Reliable Wireless Network Slicing in 5th Generation Networks: A Hybrid Deep Learning Approach	7
Efficient Scheduling of Charger-UAV in Wireless Rechargeable Sensor Networks: Social Group Optimization Based Approach	7

Empowering UAV Communications with AI-Assisted Software-Defined Networks: A Review on Performance, Security, and Efficiency	7
A Hybrid Application-Aware VHO Scheme for Coexisting VLC and WLAN Indoor Networks	7
Delay Constrained SFC Orchestration for Edge Intelligence-Enabled IIoT: A DRL Approach	7
Value is King: The MECForge Deep Reinforcement Learning Solution for Resource Management in 5G and Beyond	7
Deep Reinforcement Learning-Driven Optimization of End-to-End Key Provision in QKD Systems	7
Energy Aware Fuzzy Approach for VNF Placement and Consolidation in Cloud Data Centers	7
QoS-Aware Augmented Reality Task Offloading and Resource Allocation in Cloud-Edge Collaboration Environment	6
SGR-MOP Based Secrecy-Enabled Resource Allocation Scheme for 5G Networks	6
EnGINE: Flexible Research Infrastructure for Reliable and Scalable Time Sensitive Networks	6
BoostSec: Adaptive Attack Detection for Vehicular Networks	6
Towards a Deep Learning Approach for IoT Attack Detection Based on a New Generative Adversarial Network Architecture and Gated Recurrent Unit	6
Optimal Joint Scheduling and Congestion Window Estimation for Congestion Avoidance in Mobile Opportunistic Networks	6
SynFloWatch: An Entropy-Based Live Defense System against SYN Spoofing DDoS Attacks in Hybrid SDN	6
Correction: Path Enumeration Solution for Evaluating Reliability, Based on the Path Algebra Framework	6
SECAP Switch—Defeating Topology Poisoning Attacks Using P4 Data Planes	6
Defending Against Multifaceted Network Attacks: A Multi-Label Meta-Learning and Lorenz Chaos MTD based Security Paradigm	6
Efficient Intelligent Intrusion Detection System for Heterogeneous Internet of Things (HetIoT)	6