OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 46. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	204
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	187
Table of contents	177
Table of Contents	164
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	140
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	131
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	128
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	121
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	117
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	100
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	98
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	87
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	87
Robust Access Point Clustering in Edge Computing Resource Optimization	85
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	85
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	85
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	84
Table of Contents	81
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	81
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	81
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	80
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	74
Deep Learning Model for Content Aware Caching at MEC Servers	74
BECHAIN: A Sharding Blockchain With Higher Security	69
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	67

Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	67
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	67
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	66
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	61
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	61
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	59
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	57
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	57
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing	54
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	53
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	53
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	52
A Novel Hybrid Model for Docker Container Workload Prediction	52
Resource Optimization and Delay Guarantee Virtual Network Function Placement for Mapping SFC Requests in Cloud Networks	51
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	50
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	49
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	48
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	48
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	47
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	46
A Price-Incentive Resource Auction Mechanism Balancing the Interests Between Users and Cloud Service Provider	46
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	46