OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 46. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	192
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	160
Table of Contents	153
Robust Access Point Clustering in Edge Computing Resource Optimization	151
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	111
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	108
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	93
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	92
Table of Contents	87
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	83
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	83
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	80
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	74
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	71
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	70
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	66
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	63
Smart Policy Control for Securing Federated Learning Management System	62
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	60
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	59
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	59
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	58
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	57
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	56
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	56

Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	55
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	54
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	54
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	52
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	52
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	51
Deep Learning Model for Content Aware Caching at MEC Servers	50
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	50
BECHAIN: A Sharding Blockchain With Higher Security	50
A Unified Framework for Hybrid Network Intrusion Detection	49
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	49
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	48
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	48
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	48
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	48
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	47
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	47
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	47
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	47
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	47
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	47
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	46
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	46
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	46
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	46