OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 44. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	200
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	182
Table of contents	171
Table of Contents	152
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	134
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	125
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	124
Resource Optimization and Delay Guarantee Virtual Network Function Placement for Mapping SFC Requests in Cloud Networks	114
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	114
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	99
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	95
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	87
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	86
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	84
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	83
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	83
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	83
Robust Access Point Clustering in Edge Computing Resource Optimization	81
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	79
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	79
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	77
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	73
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	70
A Price-Incentive Resource Auction Mechanism Balancing the Interests Between Users and Cloud Service Provider	65
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	65

Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	65
Table of Contents	65
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	64
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	61
BECHAIN: A Sharding Blockchain With Higher Security	56
Deep Learning Model for Content Aware Caching at MEC Servers	56
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	55
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	54
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	51
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	50
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	50
A Novel Hybrid Model for Docker Container Workload Prediction	50
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	49
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	49
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing	49
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	47
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	47
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	45
Smart Policy Control for Securing Federated Learning Management System	45
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	44