IEEE Transactions on Network and Service Management

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
Table of Contents	117
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	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
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	95
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	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
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	82
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	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
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
BECHAIN: A Sharding Blockchain With Higher Security	71
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	70
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	68
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	68
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	67
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
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	65
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	64
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	64
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
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	63
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
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	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
Smart Policy Control for Securing Federated Learning Management System	54
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	54
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	54
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR Over SDN	52
Quality and Diversity Balanced Neighbor Selection Against Eclipse Attack in Blockchain System	52
Multi-Party Payment Channel Network Based on Smart Contract	51
Network Slicing With Flexible VNF Order: A Branch-and-Bound Approach	51
Metis: Selecting Diverse Atlas Vantage Points	50
A Bi-Level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	50
Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	48
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	48
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	48
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	48
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	48
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	48
Composing eBPF Programs Made Easy With HIKe and eCLAT	48
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT Editorial Board	47
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	47
Active Learning for Transformer-Based Fault Diagnosis in 5G and Beyond Mobile Networks	47

Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	47
VeCroToken: An Efficient, Verifiable, and Privacy-Preserving Cross-Chain Model for Consortium Blockchains Based on zk-SNARKs	47
Exploring the Conditional Effect of RLF on Handover Failure Based on ns-3 Under Stochastic Channel Condition	47
High-Fidelity Coherent-One-Way QKD Simulation Framework for 6G Networks: Bridging Theory and Reality	47
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	46
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	46
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	46
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	46
Federated Intelligent Service Function Chain Orchestration in Future 6G Networks	45
Revenue-Aware Seamless Content Distribution in Satellite-Terrestrial Integrated Networks	44
LLT: Lossless Transmission Using Local Recirculation for WANs	44
QoE-Aware Multi-Representation Caching in Heterogeneous LEO Satellite–Edge Networks	44
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	44
EdgeCookie: A Mitigation Solution Against Threatening TCP DDoS Attack in Edge Cloud	43
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	43
A Sampling-Neighborhood-Regularized Latent Factorization of Tensor for Dynamic QoS Estimation	43
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	43
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	43
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	43
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	42
Improving Address Clustering in Bitcoin by Proposing Heuristics	42
Spatiotemporal Resource Orchestration for LLM Inference in Vehicular-Edge Networks	42
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	42
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	42
Proof of Genesis-Supported Blockchain and Resilience Networks for In-Disaster Scenarios	41
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	41
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	41
An Efficient and Secure Smart Parking System With Conditional Preservation of Citizens Privacy for Smart Cities	41
Robust Distributed Server Selection Model Against Delay Uncertainty	41
Improving the Stability of Intrusion Detection With Causal Deep Learning	41
Hardware-Aware Neural Architecture Search for Encrypted Traffic Classification on Resource-Constrained Devices	40
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	40
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	40
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	40
Table of Contents	39
COSMO: O-RAN-Based Service Management and Orchestration for Cross-Technology Multi-Tenant Radio Access Networks	39
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	39
Table of Contents	39
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	39
HAT-Route: A Physics-Aware Hierarchical Transformer Framework for Scalable Cloud-Edge Collaborative Routing	39
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	39
QoE-Aware Transport Slicing Configuration: Improving Application Performance in Beyond-5G Networks	39
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	39
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	38
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	38
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	38
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	38
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	38
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	38
Backhaul Traffic-Aware Edge Caching for Recommended Content With Personalized Privacy	37
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	37
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	37
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	37
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	37
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	36
Secure Data Sharing Framework With Fine-Grained Access Control and Privacy Protection for IoT Data Marketplace	36
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	36
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	36
TraceDAE: Trace-Based Anomaly Detection in Microservice Systems via Dual Autoencoder	36
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	36
Data-Driven Intra-Autonomous Systems Graph Generator	36
Efficiency of BIER Multicast in Large Networks	36
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	35
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	35
Entity-Level Autoregressive Relational Triple Extraction Toward Knowledge Graph Construction for Network Operation and Maintenance	35
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	34
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	34
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	34
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	34
IBNS: Optimizing Intent-Based 6G Network Slicing for Conflict Detection and Mitigation	34
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	34
B-TWGA: A Trusted Gateway Architecture Based on Blockchain for Internet of Things	34
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	34
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	34
An Improved and Provably Secure EDHOC Protocol Supporting the Extended Canetti–Krawczyk (eCK) Security Model	33
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	33
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	33
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	33
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	33
Subgraph-Driven Lightweight Federated Learning for Spatiotemporal Cellular Traffic Prediction	33

A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	33
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	33
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	32
Deep Reinforcement Learning-Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	32
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	32
Dynamic Fog Federation Scheme for Internet of Vehicles	32
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	32
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	32
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	31
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	31
LLM Deployment Strategies on Mobile Edge Servers for Dynamic Uncertain User Requests	31
Multi-Objective SFC Placement With Future Demand Awareness in Dynamic Cross-Domain Networks	31
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	31
A Comprehensive Benchmark of Flannel CNI in SDN/Non-SDN Enabled Cloud-Native Environments	31
A Resource Allocation Model for Mixed-Grid Optical Networks	31
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	31
Redactable Blockchain-Based Secure and Accountable Data Management	31
Extending WebAssembly for Deep-Learning Inference Across the Cloud Continuum	30
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	30
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	30
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	30
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	30
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	30
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	30
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	30
Neural Attention Networks for Recommendation With Auxiliary Data	30
Revisit Fast Event Matching–Routing for High-Volume Subscriptions	29
Decoy Allocation Against Lateral Movement: A Network Centrality Game Approach	29
Identifying a Malicious Node in a UAV Network	29
Dynamic Management of Constrained Computing Resources for Serverless Services	29
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	29
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	29
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection With Tidal Characteristics	29
AI Anomaly Detection for Cloudified Mobile Core Architectures	29
From an In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	29
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	29
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	29
VNF Mapping and Selective Handover for eMBB and mMTC Services in a LEO Satellite Network	28
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	28
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	28
6Global: Dynamic IPv6 Active Address Scanning Assisted by Global Perspective	28
Digital Twin-Assisted Handover Scheme for Mobile Networks Using Generative AI	28
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	28
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	28
Dynamic Task Scheduling and Adaptive GPU Resource Allocation in the Cloud	28
PDRAA: An Efficient Privacy Data Retrieval Protocol With Anonymous Authorization Based on Verifiable Credential	28
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	28
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	28
Globally Integrated Trust Authority (GITA) for Resource-Constrained Edge Devices in IoT and 6G	28
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	28
EPVFL: Efficient Privacy-Preserving and Verifiable Federated Learning	27
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	27
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	27
Flat UP: A Converged RAN-Core Architecture for the 6G User Plane	27
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	27
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	27
A Robust Trust Management System for V2X Networks Integrating ISAC With Blockchain Smart Contracts	27
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	27
A Dynamic Cascading Failure Model for LEO Satellite Networks	27
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	27
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	27
On Demand Fog Federations for Horizontal Federated Learning in IoV	26
An RL-Based Framework for Task Offloading and Resource Allocation in Energy Harvesting-Based Multi-Access Edge Computing	26
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	26
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	26
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	26
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	26
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	26
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	26
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	26
Cloud-Assisted Verifiable and Updatable Private Set Union Protocol for Enhancing Network Intrusion Detection	26
Age of Information Optimization in RIS-Assisted Wireless Networks	26
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	26
A GNN-Based Autopilot Recommendation Strategy to Mitigate Payment Channel Imbalance Problem in Bitcoin Lightning Network	25
An Efficient Website Fingerprinting for New Websites Emerging Based on Incremental Learning	25
Table of Contents	25
An Early Conflict Resolution Mechanism for Blockchain-Based Delay-Sensitive IoT Networks	25
Fed-RWM: A Robust Watermarking Approach for Federated Learning Model Ownership Protection	25
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	25
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	25
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	25
Optimized FlexEthernet for Inter-Domain Traffic Restoration	25
Cluster and Conquer: Malicious Traffic Classification at the Edge	25
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	25
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	25
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting	25
Table of Contents	25
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	25
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	25
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	25
Timeslot-Adaptive and Traffic Load-Aware Routing Computation in Two-Layer LEO Satellite Networks	25
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	24
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	24
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	24
Blockchain Storage Optimisation With Multi-Level Distributed Caching	24