IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	201
Table of Contents	163
Robust Access Point Clustering in Edge Computing Resource Optimization	156
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	152
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	111
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	111
Table of Contents	95
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	93
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	91
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	88
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	84
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	81
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	81
HEEDFUL: Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects	73
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	73
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	70
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	67
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	64
A Novel Hybrid Model for Docker Container Workload Prediction	63
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	63
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	62
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	61
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	60
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	60
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	59

A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	58
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	58
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	57
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	57
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	56
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	54
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	53
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	53
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	52
BECHAIN: A Sharding Blockchain With Higher Security	51
Deep Learning Model for Content Aware Caching at MEC Servers	51
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	50
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	50
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	50
Incremental DRL-Based Resource Management for Dynamic Network Slicing in an Urban-Wide Testbed	50
A Unified Framework for Hybrid Network Intrusion Detection	50
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	49
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	49
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	49
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	49
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	49
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	49
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	48
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	48
Optimizing QoS MAC Scheduling in 5G NR: A Lyapunov Approach Evaluated With XR Traffic	48
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	48
Smart Policy Control for Securing Federated Learning Management System	48
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	48
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	47
Quality and Diversity Balanced Neighbor Selection against Eclipse Attack in Blockchain System	46
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	46
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR over SDN	46
Multi-Party Payment Channel Network Based on Smart Contract	45
Improving Address Clustering in Bitcoin by Proposing Heuristics	45
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	44
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	44
Active Learning for Transformer-Based Fault Diagnosis in 5G and Beyond Mobile Networks	43
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	43
Metis: Selecting Diverse Atlas Vantage Points	43
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	43
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	43
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	43
Composing eBPF Programs Made Easy With HIKe and eCLAT	43
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	42
Revenue-Aware Seamless Content Distribution In Satellite-Terrestrial Integrated Networks	42
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	42
Federated Intelligent Service Function Chain Orchestration in Future 6G Networks	42
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	41
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	41
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	41

Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	41
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	40
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	40
A Bi-Level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	40
High-Fidelity Coherent-One-Way QKD Simulation Framework for 6G Networks: Bridging Theory and Reality	40
Robust Distributed Server Selection Model Against Delay Uncertainty	40
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	39
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	39
Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	39
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	39
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	39
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	39
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	38
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	38
Improving the Stability of Intrusion Detection With Causal Deep Learning	38
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	38
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	38
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	38
VeCroToken: An Efficient, Verifiable, and Privacy-Preserving Cross-Chain Model for Consortium Blockchains Based on zk-SNARKs	38
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	38
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	37
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	37
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	37
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	37
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	37
Efficiency of BIER Multicast in Large Networks	36
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	36
A Resource Allocation Model for Mixed-Grid Optical Networks	36
Backhaul Traffic-Aware Edge Caching for Recommended Content With Personalized Privacy	35
Table of Contents	35
Table of Contents	35
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	35
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	35
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	34
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	34
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	34
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	34
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	34
Data-Driven Intra-Autonomous Systems Graph Generator	33
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	33
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	33
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	33
Minimizing Update Makespan in SDNs Without TCAM Overhead	33
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	33
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	33
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	33
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	33
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	32
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	32
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	32
A Comprehensive Benchmark of Flannel CNI in SDN/non-SDN Enabled Cloud-Native Environments	31
Deep Reinforcement Learning-Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	31
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	31
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	31
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	31
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	31
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	31
TraceDAE: Trace-Based Anomaly Detection in Microservice Systems via Dual Autoencoder	31
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	31
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	31
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	30
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	30
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	30
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	30
Redactable Blockchain-Based Secure and Accountable Data Management	30
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	30
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	30
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	30
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	30
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	29
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	29
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	29
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	29
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	29
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	29
Dynamic Fog Federation Scheme for Internet of Vehicles	29
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	29
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	28
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	28
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	28

PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	28
Extending WebAssembly for Deep-Learning Inference Across the Cloud Continuum	28
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	28
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	28
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	28
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	28
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	28
Adaptive One Memory Access Bloom Filters	27
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	27
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	27
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	27
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	27
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	27
Neural Attention Networks for Recommendation With Auxiliary Data	27
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	27
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection with Tidal Characteristics	27
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	27
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	27
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	27
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	27
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	27
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	27
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	27
An RL-based Framework for Task Offloading and Resource Allocation in Energy Harvesting-based Multi-Access Edge Computing	27
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	27
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	27
AI Anomaly Detection for Cloudified Mobile Core Architectures	26
From an In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	26
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	26
Identifying a Malicious Node in a UAV Network	26
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	26
Dynamic Management of Constrained Computing Resources for Serverless Services	26
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	26
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	25
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	25
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	25
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	25
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	25
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	25
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	25
A Dynamic Cascading Failure Model for LEO Satellite Networks	25
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	25
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	25
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	25
Dynamic Task Scheduling and Adaptive GPU Resource Allocation in the Cloud	24
Age of Information Optimization in RIS-Assisted Wireless Networks	24
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	24
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	24
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	24
On Demand Fog Federations for Horizontal Federated Learning in IoV	24
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	24
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	24
Intent-Based Service Provisioning and Closed-Loop Automation for Cobot Service Migration in a Multi-Stakeholder Environment	23
Table of Contents	23
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	23
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	23
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	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
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	23
Contrastive Learning Enhanced Intrusion Detection	23
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	23
Paxos With Priorities for Blockchain Applications	23
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	23
Cluster and Conquer: Malicious Traffic Classification at the Edge	23
Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks	22
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	22
P4-Secure: In-Band DDoS Detection in Software Defined Networks	22
Towards Reliable Remote Health Monitoring in Fog Computing Networks	22
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	22
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	22
A GNN-Based Autopilot Recommendation Strategy to Mitigate Payment Channel Imbalance Problem in Bitcoin Lightning Network	22
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	22
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	22
An Efficient Website Fingerprinting for New Websites Emerging Based on Incremental Learning	22
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	22
Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT	21
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	21
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	21
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	21
Fed-RWM: A Robust WaterMarking Approach for Federated Learning Model Ownership Protection	21
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	21
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G	21
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs	21
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	21
Practical Intrusion Detection of Emerging Threats	21
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	21
Constraining Adversarial Attacks on Network Intrusion Detection Systems: Transferability and Defense Analysis	21
Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting	21
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	21
A Fault Tolerant Elastic Resource Management Framework Toward High Availability of Cloud Services	21
Blockchain Storage Optimisation With Multi-Level Distributed Caching	21
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	21