OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 53. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Table of Contents	191
Robust Access Point Clustering in Edge Computing Resource Optimization	115
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	110
Table of Contents	103
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	101
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	99
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	98
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	98
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	97
Smart Policy Control for Securing Federated Learning Management System	96
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	96
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	92
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	89
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	88
EcoPath: Energy-Efficient Multi-Path Data Aggregation for Ubiquitous Connectivity Services	82
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	79
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	78
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	75
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	74
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	72
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	71
D-Chain: A Load-Balancing Blockchain Sharding Protocol Based on Account State Partitioning	70
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	69
Dual-Timescale Joint Optimization for Dynamic Edge Service Deployment and Task Scheduling in Space–Air–Ground Integrated Networks	69
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	69

Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	67
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	66
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	66
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	66
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	66
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	66
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	64
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	64
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	63
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	63
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	62
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	62
BECHAIN: A Sharding Blockchain With Higher Security	59
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	59
A Unified Framework for Hybrid Network Intrusion Detection	58
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	58
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	57
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	57
Node-Based Blockchain Decentralization Measurement Model	57
Deep Learning Model for Content Aware Caching at MEC Servers	57
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	57
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	55
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed	55
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	55
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	53
HMap: Efficient Internet-Wide IPv6 Scanning With Dynamic Search	53
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	53
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	53
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	53
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	53