OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 48. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	166
Table of Contents	113
Robust Access Point Clustering in Edge Computing Resource Optimization	98
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	95
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	95
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	91
Table of Contents	86
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	84
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	84
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	82
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	77
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	76
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	70
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	70
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	68
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	65
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	64
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	64
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	64
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	63
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	60
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	60
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	60
A Unified Framework for Hybrid Network Intrusion Detection	59
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	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	56
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	55
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	55
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	54
BECHAIN: A Sharding Blockchain With Higher Security	54
Deep Learning Model for Content Aware Caching at MEC Servers	54
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	53
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	53
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	52
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	52
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	51
D-Chain: A Load-Balancing Blockchain Sharding Protocol Based on Account State Partitioning	51
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	50
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	50
A Novel Hybrid Model for Docker Container Workload Prediction	50
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	50
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	50
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	50
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	49
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	49
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	49
Smart Policy Control for Securing Federated Learning Management System	48
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	48