IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	210
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	171
Table of Contents	144
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	135
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	120
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	101
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	98
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	89
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	87
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	86
Robust Access Point Clustering in Edge Computing Resource Optimization	78
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	74
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	68
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	67
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	61
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	59
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	58
Table of Contents	58
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	56
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	54
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	53
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	53
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	51
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	49
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	49

The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	48
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	47
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	47
Deep Learning Model for Content Aware Caching at MEC Servers	46
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	45
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	44
An Efficient and Robust Resource Allocation Method for Quantum Key Distribution Networks	44
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	43
A Novel Hybrid Model for Docker Container Workload Prediction	43
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	43
BECHAIN: A Sharding Blockchain With Higher Security	43
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	42
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	42
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	42
Smart Policy Control for Securing Federated Learning Management System	42
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	42
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	41
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	41
Topology-Driven Configuration of Emulation Networks With Deterministic Templating	41
Communication-Efficient Personalized Federated Meta-Learning in Edge Networks	41
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	40
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	40
Metis: Selecting Diverse Atlas Vantage Points	40
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	40
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	40
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	40
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	39
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	39
Multi-Party Payment Channel Network Based on Smart Contract	39
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	39
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	39
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	39
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	38
Composing eBPF Programs Made Easy With HIKe and eCLAT	38
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	38
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	38
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	38
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	38
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	37
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	37
Mjolnir: Breaking the Glass in a Publicly Verifiable Yet Private Manner	37
Virtual Network Function Placement in Satellite Edge Computing With a Potential Game Approach	37
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	37
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	37
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	37
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	36
A Bi-level Scheme for Mixed-Motive and Energy-Efficient Task Offloading in Vehicular Edge Computing Systems	36
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	36
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	36
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	35

Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	35
Robust Distributed Server Selection Model Against Delay Uncertainty	35
Improving the Stability of Intrusion Detection With Causal Deep Learning	34
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	34
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	34
Black Hole Prediction in Backbone Networks: A Comprehensive and Type-Independent Forecasting Model	34
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	33
Improving Address Clustering in Bitcoin by Proposing Heuristics	33
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	33
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	33
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	32
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	32
Table of Contents	32
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	32
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	32
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	32
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	32
DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	32
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	31
Table of Contents	31
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	31
Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks	31
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	31
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	31
Efficiency of BIER Multicast in Large Networks	30
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	30
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	30
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	30
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	30
A Resource Allocation Model for Mixed-Grid Optical Networks	30
Dynamic Fog Federation Scheme for Internet of Vehicles	30
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	30
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	30
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	30
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	30
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	30
Minimizing Update Makespan in SDNs Without TCAM Overhead	29
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	29
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	29
Game-Theoretic Framework for Malicious Controller Detection in Software Defined Networks	29
Data-Driven Intra-Autonomous Systems Graph Generator	29
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	29
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	29
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	29
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	29
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	29
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	28
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	28
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	28
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	28
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	28
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	28
Redactable Blockchain-Based Secure and Accountable Data Management	28
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	28
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	27
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	27
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	27
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	27
TraceDAE: Trace-Based Anomaly Detection in Micro-Service Systems via Dual Autoencoder	27
FR-SFCO: Energy-Aware Offloading on Data Plane for Delay-Sensitive SFC	27
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	27
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	27
Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	26
AI Anomaly Detection for Cloudified Mobile Core Architectures	26
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	26
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	26
Vulnerability-Aware Resilient Networks: Software Diversity-Based Network Adaptation	26
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	26
Adaptive One Memory Access Bloom Filters	26
Neural Attention Networks for Recommendation With Auxiliary Data	26
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	26
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	25
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	25
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	25
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	25
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	25
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	25
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	24
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	24

Dynamic Management of Constrained Computing Resources for Serverless Services	24
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	24
From An In-Depth Understanding of Multipath TCP Enhancement Schemes to an Adaptive Control Framework in Wireless Networks	24
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	24
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	24
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	24
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	24
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	24
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	24
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	24
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	24
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	24
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	23
Blockchain-Based Resource Allocation Mechanism for the Internet of Vehicles: Balancing Efficiency and Security	23
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	23
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	23
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	23
A Dynamic Cascading Failure Model for LEO Satellite Networks	23
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	23
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	23
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	23
On Demand Fog Federations for Horizontal Federated Learning in IoV	23
P8: P4 With Predictable Packet Processing Performance	23
Age of Information Optimization in RIS-Assisted Wireless Networks	23
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	23
Probabilistic-Assured Resource Provisioning With Customizable Hybrid Isolation for Vertical Industrial Slicing	22
Optimized FlexEthernet for Inter-Domain Traffic Restoration	22
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	22
Table of Contents	22
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	22
Identifying Networks Vulnerable to IP Spoofing	22
Coexistence of Hybrid VLC-RF and Wi-Fi for Indoor Wireless Communication Systems: An Intelligent Approach	22
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	22
Table of Contents	22
Identifying a Malicious Node in a UAV Network	22
Data-Driven Energy Conservation in Cellular Networks: A Systems Approach	22
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	22
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	22
SFCache: Hybrid NF Synthesization in Runtime With Rule-Caching in Programmable Switches	22
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	22
Maximizing Utility Joint Optimization Based on Edge Full Cooperation	22
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	22
3CP: Coordinated Congestion Control Protocol for Named-Data Networking	22
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	22
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	22
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	21
Towards Reliable Remote Health Monitoring in Fog Computing Networks	21
Practical Intrusion Detection of Emerging Threats	21
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	21
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	21
Cluster and Conquer: Malicious Traffic Classification at the Edge	21
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	21
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G	21
Paxos With Priorities for Blockchain Applications	21
Blockchain Storage Optimisation With Multi-Level Distributed Caching	21
A Fault Tolerant Elastic Resource Management Framework Toward High Availability of Cloud Services	21
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	21
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	21
Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT	21
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	21
Secure Task Offloading in Blockchain-Enabled Mobile Edge Computing With Deep Reinforcement Learning	21
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	20
P4-Secure: In-Band DDoS Detection in Software Defined Networks	20
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	20
Table of Contents	20
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	20
Constraining Adversarial Attacks on Network Intrusion Detection Systems: Transferability and Defense Analysis	20
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	20
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs	20
Contrastive Learning Enhanced Intrusion Detection	20
Table of Contents	20
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	20
Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks	20
Resilient and Latency-Aware Orchestration of Network Slices Using Multi-Connectivity in MEC-Enabled 5G Networks	20
ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller	20
SAFAR: Simulated Annealing-Based Flow Allocation Rules for Industrial Networks	20
Yuz: Improving Performance of Cluster-Based Services by Near-L4 Session-Persistent Load Balancing	19
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale	19
KDN-Based Fault-Tolerant Scheduling for VNFs in Data Centers	19
Privacy-Preserving and Fair Crowdsourcing Framework With Fine-Grained Reuse Based on Blockchain	19
Time-Sensitive Mobile User Association and SFC Placement in MEC-Enabled 5G Networks	19
Latency-Sensitive Parallel Multi-Path Service Flow Routing With Segmented VNF Processing in NFV-Enabled Networks	19
Resilient and Fast Block Transmission System for Scalable Hyperledger Fabric Blockchain in Multi-Cloud Environments	19
Monitoring Network Telescopes and Inferring Anomalous Traffic Through the Prediction of Probing Rates	19
Edge Computing Management With Collaborative Lazy Pulling for Accelerated Container Startup	19
Augmentation-Based Edge Differentially Private Path Publishing in Networks	19
StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems	19
Resilient Multi-Hop Autonomous UAV Networks With Extended Lifetime for Multi-Target Surveillance	19
Graph Transformer and LSTM Attention for VNF Multi-Step Workload Prediction in SFC	19
An Intelligent System for DDoS Attack Prediction Based on Early Warning Signals	19
Strategic Analysis of Griefing Attack in Lightning Network	19
Safety-Aware Age of Information (S-AoI) for Collision Risk Minimization in Cell-Free mMIMO Platooning Networks	19
Multi-Beam Satellite Optical Networks: A Joint Time-Slot Resource Scheduling for End-to-End Services From a Networking Perspective	19
A Group-Based Block Storage Model With Block Splitting and Unit Encoding for Consortium Blockchains	19
ESS: An Efficient Storage Scheme for Improving the Scalability of Bitcoin Network	19