OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 45. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	222
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	183
Table of Contents	149
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	144
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	143
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	105
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	105
Robust Access Point Clustering in Edge Computing Resource Optimization	91
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	90
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	86
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	81
Table of Contents	81
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	76
Deep Learning Model for Content Aware Caching at MEC Servers	75
BECHAIN: A Sharding Blockchain With Higher Security	66
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	64
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	63
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	62
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	61
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	61
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	57
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	56
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	54
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	53
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	52

Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	52
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	52
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	51
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	49
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	48
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	48
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	48
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	47
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	47
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	47
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	46
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	46
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	46
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	45
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	45
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	45
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	45
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	45
Smart Policy Control for Securing Federated Learning Management System	45
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	45
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	45
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	45