OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 43. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	214
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	176
Table of Contents	146
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	138
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	133
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	105
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	102
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	90
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	89
Robust Access Point Clustering in Edge Computing Resource Optimization	86
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	81
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	76
Table of Contents	72
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	71
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	64
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	63
Retraction Notice: Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	61
A Novel Hybrid Model for Docker Container Workload Prediction	60
Smart Policy Control for Securing Federated Learning Management System	59
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	58
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	54
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	53
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	53
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	51
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	50

Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	50
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	49
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	48
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	48
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	46
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	45
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	45
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	45
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	44
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	44
Deep Learning Model for Content Aware Caching at MEC Servers	44
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	44
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	43
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	43
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	43
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	43
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	43
BECHAIN: A Sharding Blockchain With Higher Security	43
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	43
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	43