IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	187
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	150
Table of Contents	149
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	146
Robust Access Point Clustering in Edge Computing Resource Optimization	106
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	105
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	93
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	91
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	84
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	83
Table of Contents	81
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	80
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	70
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	69
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	69
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	63
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	62
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	59
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	57
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	57
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	56
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	56
Efficient Optimization Algorithm for Virtual Backbone in Wireless Sensor Networks by Removing Redundant Dominators	55
A Novel Hybrid Model for Docker Container Workload Prediction	54
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	53

A Unified Framework for Hybrid Network Intrusion Detection	52
Communication-Efficient Disaggregated and Distributed Federated Learning in NG-RANs	51
Smart Policy Control for Securing Federated Learning Management System	51
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	49
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	49
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	48
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	48
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	48
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	48
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	47
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	47
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	47
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	47
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	47
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	47
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	46
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	45
Deep Learning Model for Content Aware Caching at MEC Servers	45
BECHAIN: A Sharding Blockchain With Higher Security	45
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	45
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	44
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	44
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	44
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	44
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	44
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	44
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	43
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	43
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	43
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	42
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	42
Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	42
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	42
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	41
Quality and Diversity Balanced Neighbor Selection against Eclipse Attack in Blockchain System	41
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR over SDN	41
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	41
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	41
Robust Distributed Server Selection Model Against Delay Uncertainty	41
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	40
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	40
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	39
Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	39
Improving Address Clustering in Bitcoin by Proposing Heuristics	39
Composing eBPF Programs Made Easy With HIKe and eCLAT	38
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	38
Metis: Selecting Diverse Atlas Vantage Points	38
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	38
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	37
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	37

A Bi-level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	37
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	37
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	37
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	36
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	36
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	36
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	36
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	36
Federated Intelligent Service Function Chain Orchestration in Future 6G Networks	35
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	35
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	35
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	35
Multi-Party Payment Channel Network Based on Smart Contract	35
Improving the Stability of Intrusion Detection With Causal Deep Learning	35
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	35
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	35
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	35
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	34
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	34
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	34
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	34
Table of Contents	34
A Resource Allocation Model for Mixed-Grid Optical Networks	34
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	34
Table of Contents	34
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	34
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	34
Efficiency of BIER Multicast in Large Networks	34
Backhaul Traffic-Aware Edge Caching for Recommended Content With Personalized Privacy	33
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	33
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	33
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	33
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	33
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	32
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	31
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	31
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	31
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	31
Deep Reinforcement Learning Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	31
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	31
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	31
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	31
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	30
Minimizing Update Makespan in SDNs Without TCAM Overhead	30
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	30
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	30
Data-Driven Intra-Autonomous Systems Graph Generator	30
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	30
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	30
Dynamic Fog Federation Scheme for Internet of Vehicles	29
A Comprehensive Benchmark of Flannel CNI in SDN/non-SDN Enabled Cloud-Native Environments	29
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	29
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	29
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	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
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	29
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	28
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	28
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	28
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	28
TraceDAE: Trace-Based Anomaly Detection in Micro-Service Systems via Dual Autoencoder	28
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	28
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	28
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	27
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	27
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	27
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	27
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	27
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	27
Redactable Blockchain-Based Secure and Accountable Data Management	27
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	27
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	27
Extending WebAssembly for Deep-Learning Inference Across the Cloud Continuum	26
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	26
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	26
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	26
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	26
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	26
From An In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	26

Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	26
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	26
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	26
Age of Information Optimization in RIS-Assisted Wireless Networks	26
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	26
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	25
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	25
Neural Attention Networks for Recommendation With Auxiliary Data	25
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	25
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	25
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	25
AI Anomaly Detection for Cloudified Mobile Core Architectures	25
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	25
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	25
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	25
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	25
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	25
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	25
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	25
Adaptive One Memory Access Bloom Filters	25
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	25
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	25
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	24
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	24
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	24
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	24
An RL-based Framework for Task Offloading and Resource Allocation in Energy Harvesting-based Multi-Access Edge Computing	24
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	24
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	24
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	24
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	24
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	23
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	23
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	23
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	23
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	23
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	23
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection with Tidal Characteristics	23
On Demand Fog Federations for Horizontal Federated Learning in IoV	23
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	22
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	22
Identifying a Malicious Node in a UAV Network	22
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	22
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	22
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	22
Practical Intrusion Detection of Emerging Threats	22
A Dynamic Cascading Failure Model for LEO Satellite Networks	22
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	22
Table of Contents	22
Secure Task Offloading in Blockchain-Enabled Mobile Edge Computing With Deep Reinforcement Learning	22
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	22
Dynamic Management of Constrained Computing Resources for Serverless Services	22
Table of Contents	22
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	21
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	21
Constraining Adversarial Attacks on Network Intrusion Detection Systems: Transferability and Defense Analysis	21
Towards Reliable Remote Health Monitoring in Fog Computing Networks	21
Blockchain Storage Optimisation With Multi-Level Distributed Caching	21
Optimized FlexEthernet for Inter-Domain Traffic Restoration	21
Paxos With Priorities for Blockchain Applications	21
Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT	21
Cluster and Conquer: Malicious Traffic Classification at the Edge	21
Intent-Based Service Provisioning and Closed-Loop Automation for Cobot Service Migration in a Multi-Stakeholder Environment	21
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	21
Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks	21
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	21
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	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	20
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	20
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	20
P4-Secure: In-Band DDoS Detection in Software Defined Networks	20
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	20
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	20
Coexistence of Hybrid VLC-RF and Wi-Fi for Indoor Wireless Communication Systems: An Intelligent Approach	20
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	20
Contrastive Learning Enhanced Intrusion Detection	20
Table of Contents	20
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	20
A GNN-Based Autopilot Recommendation Strategy to Mitigate Payment Channel Imbalance Problem in Bitcoin Lightning Network	20
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	20
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	20
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs	20
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G	20
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	20
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	20
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	20
Fed-RWM: A Robust WaterMarking Approach for Federated Learning Model Ownership Protection	20
Monitoring Network Telescopes and Inferring Anomalous Traffic Through the Prediction of Probing Rates	19
Correlating the Ambient Conditions and Performance Indicators of the LoRaWAN via Surrogate Gaussian Process-Based Bidirectional LSTM Stacked Autoencoder	19
StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems	19
Design of Multiple-Plane Twisted and Folded Clos Network Guaranteeing Admissible Blocking Probability	19
Augmentation-Based Edge Differentially Private Path Publishing in Networks	19
Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis	19