OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 54. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Table of Contents	192
Robust Access Point Clustering in Edge Computing Resource Optimization	115
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	112
Table of Contents	105
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	103
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	103
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	102
D-Chain: A Load-Balancing Blockchain Sharding Protocol Based on Account State Partitioning	102
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	102
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	101
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	100
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	94
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	92
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	90
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	82
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	81
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	80
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	77
Deep Learning Model for Content Aware Caching at MEC Servers	76
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	75
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	74
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	73
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	72
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed	71
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	70

A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	69
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	68
Dual-Timescale Joint Optimization for Dynamic Edge Service Deployment and Task Scheduling in Space–Air–Ground Integrated Networks	68
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	67
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	66
EcoPath: Energy-Efficient Multi-Path Data Aggregation for Ubiquitous Connectivity Services	66
A Novel Hybrid Model for Docker Container Workload Prediction	65
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	65
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	64
HMap: Efficient Internet-Wide IPv6 Scanning With Dynamic Search	63
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	63
Node-Based Blockchain Decentralization Measurement Model	63
A Unified Framework for Hybrid Network Intrusion Detection	62
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	60
Dynamic Normalization TD3-Based Task Offloading for UAV-Assisted Collaborative Computing	60
BECHAIN: A Sharding Blockchain With Higher Security	60
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	59
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	59
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	59
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	58
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	58
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	57
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	57
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	57
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	57
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	56
Smart Policy Control for Securing Federated Learning Management System	55
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	55
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	54
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	54