IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	192
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	160
Table of Contents	153
Robust Access Point Clustering in Edge Computing Resource Optimization	151
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	111
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	108
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	93
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	92
Table of Contents	87
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	83
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	83
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	80
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	74
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	71
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	70
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	66
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	63
Smart Policy Control for Securing Federated Learning Management System	62
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	60
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	59
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	59
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	58
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	57
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	56
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	56

Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	55
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	54
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	54
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	52
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	52
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	51
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	50
BECHAIN: A Sharding Blockchain With Higher Security	50
Deep Learning Model for Content Aware Caching at MEC Servers	50
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	49
A Unified Framework for Hybrid Network Intrusion Detection	49
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	48
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	48
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	48
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	48
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	47
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	47
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	47
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	47
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	47
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	47
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	46
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	46
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	46
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	46
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	45
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	45
A Novel Hybrid Model for Docker Container Workload Prediction	45
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	45
Quality and Diversity Balanced Neighbor Selection against Eclipse Attack in Blockchain System	44
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	43
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	43
Metis: Selecting Diverse Atlas Vantage Points	43
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR over SDN	43
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	43
Composing eBPF Programs Made Easy With HIKe and eCLAT	42
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	42
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	42
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	42
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	41
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	41
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	41
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	41
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	41
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	41
Improving Address Clustering in Bitcoin by Proposing Heuristics	40
Active Learning for Transformer-Based Fault Diagnosis in 5G and Beyond Mobile Networks	40
Multi-Party Payment Channel Network Based on Smart Contract	40
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	40
Improving the Stability of Intrusion Detection With Causal Deep Learning	39

These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	39
Federated Intelligent Service Function Chain Orchestration in Future 6G Networks	39
Robust Distributed Server Selection Model Against Delay Uncertainty	38
Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	38
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	38
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	38
A Bi-Level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	38
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	38
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	37
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	37
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	37
High-Fidelity Coherent-One-Way QKD Simulation Framework for 6G Networks: Bridging Theory and Reality	37
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	37
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	37
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	37
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	37
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	36
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	36
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	36
Efficiency of BIER Multicast in Large Networks	36
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	36
Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	36
A Resource Allocation Model for Mixed-Grid Optical Networks	36
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	36
Table of Contents	35
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	35
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	35
Backhaul Traffic-Aware Edge Caching for Recommended Content With Personalized Privacy	35
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	35
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	35
Table of Contents	35
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	34
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	34
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	34
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	33
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	33
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	33
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	33
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	32
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	32
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	32
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	32
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	32
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	31
Deep Reinforcement Learning-Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	31
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	31
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	31
TraceDAE: Trace-Based Anomaly Detection in Microservice Systems via Dual Autoencoder	31
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	31
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	31
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	31
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	30
Minimizing Update Makespan in SDNs Without TCAM Overhead	30
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	30
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	30
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	30
Data-Driven Intra-Autonomous Systems Graph Generator	30
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	30
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	30
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	29
Dynamic Fog Federation Scheme for Internet of Vehicles	29
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	29
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	29
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	29
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	29
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	28
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	28
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	28
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	28
A Comprehensive Benchmark of Flannel CNI in SDN/non-SDN Enabled Cloud-Native Environments	28
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	28
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	28
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	27
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	27
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	27
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	27
Extending WebAssembly for Deep-Learning Inference Across the Cloud Continuum	27
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	27
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	27
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	27

Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	27
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	27
Redactable Blockchain-Based Secure and Accountable Data Management	27
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	27
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	27
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	27
Neural Attention Networks for Recommendation With Auxiliary Data	27
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	27
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	27
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	27
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	26
Adaptive One Memory Access Bloom Filters	26
An RL-based Framework for Task Offloading and Resource Allocation in Energy Harvesting-based Multi-Access Edge Computing	26
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	26
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	26
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	26
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	26
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	26
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	26
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	26
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection with Tidal Characteristics	25
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	25
A Dynamic Cascading Failure Model for LEO Satellite Networks	25
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	25
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	25
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	25
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	25
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	25
AI Anomaly Detection for Cloudified Mobile Core Architectures	25
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	25
Identifying a Malicious Node in a UAV Network	25
From an In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	25
Age of Information Optimization in RIS-Assisted Wireless Networks	25
Dynamic Management of Constrained Computing Resources for Serverless Services	25
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	25
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	24
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	24
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	24
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	24
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	24
On Demand Fog Federations for Horizontal Federated Learning in IoV	24
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	24
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	24
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	24
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	24
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	23
Table of Contents	23
Paxos With Priorities for Blockchain Applications	23
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	23
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	23
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	23
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	23
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	23
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	23
Table of Contents	23
Coexistence of Hybrid VLC-RF and Wi-Fi for Indoor Wireless Communication Systems: An Intelligent Approach	23
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	23
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	22
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G	22
Cluster and Conquer: Malicious Traffic Classification at the Edge	22
Blockchain Storage Optimisation With Multi-Level Distributed Caching	22
A Fault Tolerant Elastic Resource Management Framework Toward High Availability of Cloud Services	22
Intent-Based Service Provisioning and Closed-Loop Automation for Cobot Service Migration in a Multi-Stakeholder Environment	22
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	22
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	22
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	21
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	21
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	21
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	21
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	21
Secure Task Offloading in Blockchain-Enabled Mobile Edge Computing With Deep Reinforcement Learning	21
Optimized FlexEthernet for Inter-Domain Traffic Restoration	21
A GNN-Based Autopilot Recommendation Strategy to Mitigate Payment Channel Imbalance Problem in Bitcoin Lightning Network	21
Fed-RWM: A Robust WaterMarking Approach for Federated Learning Model Ownership Protection	21
P4-Secure: In-Band DDoS Detection in Software Defined Networks	21
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	21
Towards Reliable Remote Health Monitoring in Fog Computing Networks	21
An Efficient Website Fingerprinting for New Websites Emerging Based on Incremental Learning	21
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	21
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	21
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	21
Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT	21
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	21
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	20
ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller	20
A Group-Based Block Storage Model With Block Splitting and Unit Encoding for Consortium Blockchains	20
Table of Contents	20
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	20
Practical Intrusion Detection of Emerging Threats	20
Table of Contents	20
Multi-Beam Satellite Optical Networks: A Joint Time-Slot Resource Scheduling for End-to-End Services From a Networking Perspective	20
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	20
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	20
KDN-Based Fault-Tolerant Scheduling for VNFs in Data Centers	20
RoPA: Robust Privacy-Preserving Forward Aggregation for Split Vertical Federated Learning	20