OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network and Service Management is 55. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Table of Contents	200
Robust Access Point Clustering in Edge Computing Resource Optimization	126
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	120
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	117
Table of Contents	117
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	111
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	107
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	106
D-Chain: A Load-Balancing Blockchain Sharding Protocol Based on Account State Partitioning	104
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	99
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	95
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	95
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	90
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	87
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	85
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	84
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	82
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	82
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	81
Dual-Timescale Joint Optimization for Dynamic Edge Service Deployment and Task Scheduling in Space–Air–Ground Integrated Networks	77
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	76
EcoPath: Energy-Efficient Multi-Path Data Aggregation for Ubiquitous Connectivity Services	75
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	73
HMap: Efficient Internet-Wide IPv6 Scanning With Dynamic Search	72
BECHAIN: A Sharding Blockchain With Higher Security	71

Node-Based Blockchain Decentralization Measurement Model	71
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	71
A Unified Framework for Hybrid Network Intrusion Detection	71
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	70
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	68
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	68
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	67
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	65
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	65
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	65
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	65
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	64
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	64
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	63
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	63
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	63
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	62
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	62
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	62
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	62
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed	61
Dynamic Normalization TD3-Based Task Offloading for UAV-Assisted Collaborative Computing	60
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	60
Enabling Service Monitoring in Industrial IoT: A Knowledge-Integrated Service Status Perception Framework	59
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	58
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	57
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	56
ShallowNet: A Lightweight Neural Network Approach for Efficient Flow-Level DDoS Detection	56
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	55
Virtual Network Embedding Based on Hierarchical Reinforcement Learning for Admission Decision and Policy Fine-Tuning in Elastic Optical Network	55
A Novel Hybrid Model for Docker Container Workload Prediction	55