IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	222
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	183
Table of Contents	149
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	144
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	143
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	105
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	105
Robust Access Point Clustering in Edge Computing Resource Optimization	91
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	90
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	86
Table of Contents	81
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	81
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	76
Deep Learning Model for Content Aware Caching at MEC Servers	75
BECHAIN: A Sharding Blockchain With Higher Security	66
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	64
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	63
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	62
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	61
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	61
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	57
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	56
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	54
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	53
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	52

Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	52
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	52
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	51
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	49
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	48
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	48
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	48
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	47
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	47
A Random Deep Feature Selection Approach to Mitigate Transferable Adversarial Attacks	47
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	46
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	46
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	46
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	45
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	45
Smart Policy Control for Securing Federated Learning Management System	45
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	45
Retraction Notice Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	45
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	45
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	45
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	45
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	45
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services	43
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	43
A Novel Hybrid Model for Docker Container Workload Prediction	43
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	42
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	42
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	42
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	42
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	42
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	42
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	42
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	41
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR over SDN	41
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	41
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	41
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	41
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	41
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	40
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	40
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	40
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	39
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	39
A Bi-level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	39
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	39
Multi-Party Payment Channel Network Based on Smart Contract	38
Improving the Stability of Intrusion Detection With Causal Deep Learning	38
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	38
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	38
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	38

Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	38
Availability and Cost Analysis of Network-Attack-Resilient Byzantine Fault Tolerant Systems	37
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	37
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	37
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	36
Robust Distributed Server Selection Model Against Delay Uncertainty	36
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	36
Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	36
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	35
Composing eBPF Programs Made Easy With HIKe and eCLAT	35
Metis: Selecting Diverse Atlas Vantage Points	35
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	35
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	35
Improving Address Clustering in Bitcoin by Proposing Heuristics	35
A Resource Allocation Model for Mixed-Grid Optical Networks	34
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	34
Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks	34
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	34
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	34
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	34
Table of Contents	34
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	34
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	34
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	33
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	33
Minimizing Update Makespan in SDNs Without TCAM Overhead	33
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	33
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	33
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	33
Data-Driven Intra-Autonomous Systems Graph Generator	33
Efficiency of BIER Multicast in Large Networks	33
Table of Contents	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
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	32
Game-Theoretic Framework for Malicious Controller Detection in Software Defined Networks	32
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	32
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	32
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	32
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	32
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	31
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	31
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	31
TraceDAE: Trace-Based Anomaly Detection in Micro-Service Systems via Dual Autoencoder	31
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	31
Redactable Blockchain-Based Secure and Accountable Data Management	31
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	31
Detecting Service Disruptions in Large BGP/MPLS VPN Networks	31
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	31
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	31
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	31
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	30
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	30
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	30
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	30
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	29
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	29
Critical Limitations of the Least Outstanding Request Load Balancing Policy in Service Meshes for Large-Scale Microservice Applications	29
Explainable GNN-Based Approach to Fault Forecasting in Cloud Service Debugging	29
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	29
Semi-Supervised Learning for Anomaly Traffic Detection via Bidirectional Normalizing Flows	29
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	29
A Comprehensive Benchmark of Flannel CNI in SDN/non-SDN Enabled Cloud-Native Environments	29
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	29
Deep Reinforcement Learning Based Contract Incentive and Computation Offloading for Mobile Edge Computing-Enabled Blockchain	29
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	29
Dynamic Fog Federation Scheme for Internet of Vehicles	29
Privacy-Preserving Authentication With Service Analytics for Forensic-Aware Cyber-Physical Systems	28
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	28
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	28
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	28
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	28
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	28
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	28
Vulnerability-Aware Resilient Networks: Software Diversity-Based Network Adaptation	27
Neural Attention Networks for Recommendation With Auxiliary Data	27
Adaptive One Memory Access Bloom Filters	27
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	27
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	27
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	27

Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	27
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	26
From An In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	26
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	26
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	26
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	26
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	26
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	26
AI Anomaly Detection for Cloudified Mobile Core Architectures	26
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	26
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	26
Age of Information Optimization in RIS-Assisted Wireless Networks	26
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	26
On Demand Fog Federations for Horizontal Federated Learning in IoV	26
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	26
A Dynamic Cascading Failure Model for LEO Satellite Networks	25
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	25
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	25
Dynamic Management of Constrained Computing Resources for Serverless Services	25
Scalable Storage Optimization for Blockchain-Based Cross-Domain Authentication in IoT	25
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	25
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	25
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	25
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	25
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	25
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	25
Distributed Model Training Task Migration for Hotspot Management in Intelligent Computing Center Interconnection with Tidal Characteristics	25
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	24
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	24
Urban Mobile Data Prediction With Geospatial Clustering and Dual Residual Learning	24
Incremental Survivability Enhancement in Mobile Crowdsensing Systems	24
FastScheduler: Polynomial-Time Scheduling for Time-Triggered Flows in TSN	24
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	24
P8: P4 With Predictable Packet Processing Performance	24
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	24
Identifying a Malicious Node in a UAV Network	24
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	24
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	24
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	24
An RL-based Framework for Task Offloading and Resource Allocation in Energy Harvesting-based Multi-Access Edge Computing	24
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	24
Table of Contents	23
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	23
Table of Contents	23
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	23
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	23
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	23
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	23
Intent-Based Service Provisioning and Closed-Loop Automation for Cobot Service Migration in a Multi-Stakeholder Environment	23
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	23
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	23
Constraining Adversarial Attacks on Network Intrusion Detection Systems: Transferability and Defense Analysis	23
3CP: Coordinated Congestion Control Protocol for Named-Data Networking	23
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	22
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	22
Data-Driven Energy Conservation in Cellular Networks: A Systems Approach	22
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	22
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	22
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	22
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	22
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	22
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	22
A GNN-Based Autopilot Recommendation Strategy to Mitigate Payment Channel Imbalance Problem in Bitcoin Lightning Network	22
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	22
Blockchain Storage Optimisation With Multi-Level Distributed Caching	22
Fed-RWM: A Robust WaterMarking Approach for Federated Learning Model Ownership Protection	22
Practical Intrusion Detection of Emerging Threats	21
Coexistence of Hybrid VLC-RF and Wi-Fi for Indoor Wireless Communication Systems: An Intelligent Approach	21
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	21
A Fault Tolerant Elastic Resource Management Framework Toward High Availability of Cloud Services	21
Paxos With Priorities for Blockchain Applications	21
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	21
Towards Reliable Remote Health Monitoring in Fog Computing Networks	21
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	21
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	21
Resilient and Latency-Aware Orchestration of Network Slices Using Multi-Connectivity in MEC-Enabled 5G Networks	21
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	21
P4-Secure: In-Band DDoS Detection in Software Defined Networks	21
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	21
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	21
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	21
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	21
Cluster and Conquer: Malicious Traffic Classification at the Edge	21
Optimized FlexEthernet for Inter-Domain Traffic Restoration	21
Latency-Sensitive Parallel Multi-Path Service Flow Routing With Segmented VNF Processing in NFV-Enabled Networks	20
Optimal Placement of the Virtualized Federated Learning Aggregation Function at the Edge	20
Reconfiguring Satellite CDNs With Dynamic Uncertain User Requests Based on Multi-Agent DRL	20
Resilient Multi-Hop Autonomous UAV Networks With Extended Lifetime for Multi-Target Surveillance	20
Augmentation-Based Edge Differentially Private Path Publishing in Networks	20
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale	20
Fairness-Aware VNF Mapping and Scheduling in Satellite Edge Networks for Mission-Critical Applications	20
KDN-Based Fault-Tolerant Scheduling for VNFs in Data Centers	20
Multi-Beam Satellite Optical Networks: A Joint Time-Slot Resource Scheduling for End-to-End Services From a Networking Perspective	20
ESS: An Efficient Storage Scheme for Improving the Scalability of Bitcoin Network	20