IEEE Transactions on Network and Service Management

Article	Citations
Table of Contents	192
Robust Access Point Clustering in Edge Computing Resource Optimization	115
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	112
Table of Contents	105
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	103
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	103
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	102
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	102
D-Chain: A Load-Balancing Blockchain Sharding Protocol Based on Account State Partitioning	102
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	101
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	100
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	94
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	92
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	90
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	82
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	81
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	80
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	77
Deep Learning Model for Content Aware Caching at MEC Servers	76
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	75
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	74
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	73
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	72
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed	71
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	70

A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	69
Dual-Timescale Joint Optimization for Dynamic Edge Service Deployment and Task Scheduling in Space–Air–Ground Integrated Networks	68
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	68
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	67
EcoPath: Energy-Efficient Multi-Path Data Aggregation for Ubiquitous Connectivity Services	66
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	66
A Novel Hybrid Model for Docker Container Workload Prediction	65
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	65
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	64
Node-Based Blockchain Decentralization Measurement Model	63
HMap: Efficient Internet-Wide IPv6 Scanning With Dynamic Search	63
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	63
A Unified Framework for Hybrid Network Intrusion Detection	62
BECHAIN: A Sharding Blockchain With Higher Security	60
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	60
Dynamic Normalization TD3-Based Task Offloading for UAV-Assisted Collaborative Computing	60
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	59
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	59
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	59
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	58
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	58
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	57
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	57
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	57
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	57
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	56
Smart Policy Control for Securing Federated Learning Management System	55
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	55
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	54
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	54
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	53
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	53
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	52
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	51
QoE-Aware Transport Slicing Configuration: Improving Application Performance in Beyond-5G Networks	51
Quality and Diversity Balanced Neighbor Selection Against Eclipse Attack in Blockchain System	50
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR Over SDN	50
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	50
Improving Address Clustering in Bitcoin by Proposing Heuristics	49
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	48
Multi-Party Payment Channel Network Based on Smart Contract	48
A Bi-Level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	47
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	47
Metis: Selecting Diverse Atlas Vantage Points	47
Network Slicing With Flexible VNF Order: A Branch-and-Bound Approach	47
Composing eBPF Programs Made Easy With HIKe and eCLAT	46
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	45
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	45
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	45
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	45

Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	45
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	45
Hardware-Aware Neural Architecture Search for Encrypted Traffic Classification on Resource-Constrained Devices	45
Federated Intelligent Service Function Chain Orchestration in Future 6G Networks	45
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	44
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	44
An Efficient and Secure Smart Parking System With Conditional Preservation of Citizens Privacy for Smart Cities	44
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	44
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	44
Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	44
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	43
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	42
Revenue-Aware Seamless Content Distribution in Satellite-Terrestrial Integrated Networks	42
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	42
Robust Distributed Server Selection Model Against Delay Uncertainty	42
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	42
Exploring the Conditional Effect of RLF on Handover Failure Based on ns-3 Under Stochastic Channel Condition	42
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT Editorial Board	42
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	42
A Sampling-Neighborhood-Regularized Latent Factorization of Tensor for Dynamic QoS Estimation	41
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	41
Improving the Stability of Intrusion Detection With Causal Deep Learning	41
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	40
High-Fidelity Coherent-One-Way QKD Simulation Framework for 6G Networks: Bridging Theory and Reality	40
VeCroToken: An Efficient, Verifiable, and Privacy-Preserving Cross-Chain Model for Consortium Blockchains Based on zk-SNARKs	40
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	39
Proof of Genesis-Supported Blockchain and Resilience Networks for In-Disaster Scenarios	39
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	39
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	39
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	39
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	39
Active Learning for Transformer-Based Fault Diagnosis in 5G and Beyond Mobile Networks	38
QoE-Aware Multi-Representation Caching in Heterogeneous LEO Satellite–Edge Networks	38
COSMO: O-RAN-Based Service Management and Orchestration for Cross-Technology Multi-Tenant Radio Access Networks	38
Table of Contents	37
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	37
Table of Contents	37
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	37
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	37
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	37
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	37
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	36
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	36
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	36
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	36
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	36
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	36
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	36
Deep Reinforcement Learning-Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	36
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	36
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	35
Minimizing Update Makespan in SDNs Without TCAM Overhead	35
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	35
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	35
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	35
Backhaul Traffic-Aware Edge Caching for Recommended Content With Personalized Privacy	35
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	35
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	35
A Comprehensive Benchmark of Flannel CNI in SDN/Non-SDN Enabled Cloud-Native Environments	34
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	34
Efficiency of BIER Multicast in Large Networks	34
Redactable Blockchain-Based Secure and Accountable Data Management	34
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	34
A Resource Allocation Model for Mixed-Grid Optical Networks	34
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	34
Data-Driven Intra-Autonomous Systems Graph Generator	34
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	33
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	33
Subgraph-Driven Lightweight Federated Learning for Spatiotemporal Cellular Traffic Prediction	33
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	33
TraceDAE: Trace-Based Anomaly Detection in Microservice Systems via Dual Autoencoder	33
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	33
Entity-Level Autoregressive Relational Triple Extraction Toward Knowledge Graph Construction for Network Operation and Maintenance	33
Secure Data Sharing Framework With Fine-Grained Access Control and Privacy Protection for IoT Data Marketplace	33
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	32
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	32
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	32
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	32
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	32
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	32

CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	32
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	32
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	32
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	31
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	31
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	31
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	31
IBNS: Optimizing Intent-Based 6G Network Slicing for Conflict Detection and Mitigation	31
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	31
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	31
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	31
B-TWGA: A Trusted Gateway Architecture Based on Blockchain for Internet of Things	31
Dynamic Fog Federation Scheme for Internet of Vehicles	31
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	31
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	31
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	30
An Improved and Provably Secure EDHOC Protocol Supporting the Extended Canetti–Krawczyk (eCK) Security Model	30
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	30
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	30
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	30
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	30
Neural Attention Networks for Recommendation With Auxiliary Data	30
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	29
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	29
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	29
An RL-Based Framework for Task Offloading and Resource Allocation in Energy Harvesting-Based Multi-Access Edge Computing	29
Extending WebAssembly for Deep-Learning Inference Across the Cloud Continuum	29
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	29
Adaptive One Memory Access Bloom Filters	29
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	29
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	29
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	28
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	28
AI Anomaly Detection for Cloudified Mobile Core Architectures	28
Identifying a Malicious Node in a UAV Network	28
Revisit Fast Event Matching–Routing for High-Volume Subscriptions	28
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	28
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	28
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	28
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	27
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	27
PDRAA: An Efficient Privacy Data Retrieval Protocol With Anonymous Authorization Based on Verifiable Credential	27
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection With Tidal Characteristics	27
From an In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	27
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	27
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	27
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	27
6Global: Dynamic IPv6 Active Address Scanning Assisted by Global Perspective	27
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	27
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	27
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	27
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	26
VNF Mapping and Selective Handover for eMBB and mMTC Services in a LEO Satellite Network	26
Dynamic Management of Constrained Computing Resources for Serverless Services	26
Dynamic Task Scheduling and Adaptive GPU Resource Allocation in the Cloud	26
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	26
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	26
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	26
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	26
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	26
Globally Integrated Trust Authority (GITA) for Resource-Constrained Edge Devices in IoT and 6G	26
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	26
Flat UP: A Converged RAN-Core Architecture for the 6G User Plane	26
A Dynamic Cascading Failure Model for LEO Satellite Networks	26
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	26
Digital Twin-Assisted Handover Scheme for Mobile Networks Using Generative AI	26
A Robust Trust Management System for V2X Networks Integrating ISAC With Blockchain Smart Contracts	26
Age of Information Optimization in RIS-Assisted Wireless Networks	25
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	25
Table of Contents	25
P4-Secure: In-Band DDoS Detection in Software Defined Networks	25
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	25
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	25
Decoy Allocation Against Lateral Movement: A Network Centrality Game Approach	25
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	25
Optimized FlexEthernet for Inter-Domain Traffic Restoration	25
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	25
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	25
On Demand Fog Federations for Horizontal Federated Learning in IoV	25
Table of Contents	25
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting	25
Towards Reliable Remote Health Monitoring in Fog Computing Networks	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	25
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	24
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	24
Timeslot-Adaptive and Traffic Load-Aware Routing Computation in Two-Layer LEO Satellite Networks	24
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	24
An Early Conflict Resolution Mechanism for Blockchain-Based Delay-Sensitive IoT Networks	24
Intent-Based Service Provisioning and Closed-Loop Automation for Cobot Service Migration in a Multi-Stakeholder Environment	24
Blockchain Storage Optimisation With Multi-Level Distributed Caching	24
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	24
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	24
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	24
Paxos With Priorities for Blockchain Applications	24
Fed-RWM: A Robust Watermarking Approach for Federated Learning Model Ownership Protection	24