IEEE Transactions on Network and Service Management

Article	Citations
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	204
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	187
Table of contents	177
Table of Contents	164
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	140
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	131
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	128
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	121
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	117
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	100
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	98
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	87
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	87
Robust Access Point Clustering in Edge Computing Resource Optimization	85
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	85
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	85
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	84
Table of Contents	81
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	81
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	81
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	80
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	74
Deep Learning Model for Content Aware Caching at MEC Servers	74
BECHAIN: A Sharding Blockchain With Higher Security	69
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	67

Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	67
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	67
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	66
Efficient and Privacy-Enhancing Non-Interactive Periocular Authentication for Access Control Services	61
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	61
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	59
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	57
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	57
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing	54
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	53
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	53
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	52
A Novel Hybrid Model for Docker Container Workload Prediction	52
Resource Optimization and Delay Guarantee Virtual Network Function Placement for Mapping SFC Requests in Cloud Networks	51
Bilevel Optimization for Provisioning Heterogeneous Traffic in Deterministic Networks	50
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	49
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	48
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	48
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	47
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	46
A Price-Incentive Resource Auction Mechanism Balancing the Interests Between Users and Cloud Service Provider	46
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	46
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	45
Smart Policy Control for Securing Federated Learning Management System	44
Metis: Selecting Diverse Atlas Vantage Points	43
IIT: Accurate Decentralized Application Identification Through Mining Intra- and Inter-Flow Relationships	42
Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks	42
Criso: An Incremental Scalable and Cost-Effective Network Architecture for Data Centers	42
EOMCSR: An Energy Optimized Multi-Constrained Sustainable Routing Model for SDWSN	41
An Adaptive Ensemble Learning Paradigm With Spatial-Temporal Feature Extraction for Wireless Traffic Prediction	41
Topology Poisoning Attacks and Prevention in Hybrid Software-Defined Networks	41
Node-Oriented Slice Reconfiguration Based on Spatial and Temporal Traffic Prediction in Metro Optical Networks	41
Know Where You are: A Practical Privacy-Preserving Semi-Supervised Indoor Positioning via Edge-Crowdsensing	41
Mobility Management for Cellular-Connected UAVs: Model-Based Versus Learning-Based Approaches for Service Availability	40
Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems	40
Multi-Party Payment Channel Network Based on Smart Contract	40
fybrrLink: Efficient QoS-Aware Routing in SDN Enabled Future Satellite Networks	40
XNetIoT: An Extreme Quantized Neural Network Architecture for IoT Environment Using P4	40
Deep Reinforcement Learning-Based QoS Optimization for Software-Defined Factory Heterogeneous Networks	39
Resource Allocation in Data Centers Using Fast Reinforcement Learning Algorithms	39
DSM-MoC as Baseline: Reliability Assurance via Redundant Cellular Connectivity in Connected Cars	39
Deep Reinforcement Learning for Orchestrating Cost-Aware Reconfigurations of vRANs	39
These are Not the PLCs You are Looking for: Obfuscating PLCs to Mimic Honeypots	39
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques	39
Composing eBPF Programs Made Easy With HIKe and eCLAT	39
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning	39
Generalizable 5G RAN/MEC Slicing and Admission Control for Reliable Network Operation	38
NPSCS: Non-Preemptive Stochastic Coflow Scheduling With Time-Indexed LP Relaxation	38
Lightweight Secure Detection Service for Malicious Attacks in WSN With Timestamp-Based MAC	38
C4ISR Service Deployment Based on an Improved Quantum Evolutionary Algorithm	38

DRL-Based Dynamic Resource Allocation for Multi-Beam Satellite Systems	38
Producer Anonymity Based on Onion Routing in Named Data Networking	38
Improving Address Clustering in Bitcoin by Proposing Heuristics	38
From the Beginning: Key Transitions in the First 15 Years of DNSSEC	37
An eBPF-XDP Hardware-Based Network Slicing Architecture for Future 6G Front- to Back-Haul Networks	37
FullSight: A Feasible Intelligent and Collaborative Framework for Service Function Chains Failure Detection	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
Decentralized and Lightweight Approach to Detect Eclipse Attacks on Proof of Work Blockchains	37
Cost-Aware Deployment of Microservices for IoT Applications in Mobile Edge Computing Environment	36
Resiliency-Aware Deployment of SDN in Smart Grid SCADA: A Formal Synthesis Model	36
A Channel Perceiving-Based Handover Management in Space–Ground Integrated Information Network	35
CARRAS: Combined AOA and RBFNN for Resource Allocation in Single Site 5G Network	35
A Cross-Domain Authentication Scheme Based on Cooperative Blockchains Functioning With Revocation for Medical Consortiums	35
Table of Contents	35
Improving the Stability of Intrusion Detection With Causal Deep Learning	35
Blockchain-Assisted Comprehensive Key Management in CP-ABE for Cloud-Stored Data	35
Instant Function Calls Using Synchronized Cross-Blockchain Smart Contracts	35
Dynamic Fog Federation Scheme for Internet of Vehicles	34
Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results	34
Smartphone-Key: Hands-Free Two-Factor Authentication for Voice-Controlled Devices Using Wi-Fi Location	34
Novel Adaptive Multi-User Multi-Services Scheduling to Enhance Throughput in 5G-Advanced and Beyond	34
A Network Connectivity-Aware Reinforcement Learning Method for Task Exploration and Allocation	34
Optimized Planning of DU/CU Placement and Flow Routing in 5G Packet Xhaul Networks	34
Joint Controller Placement and TDMA Scheduling in Software Defined Wireless Multihop Networks	34
A UAV-Assisted UE Access Authentication Scheme for 5G/6G Network	34
FINT: Freshness-Based In-Band Network-Wide Telemetry in Resource-Constrained Environments	34
Adaptive Bitrate Video Semantic Increment Transmission System Based on Buffer and Semantic Importance	34
EdgeDASH: Exploiting Network-Assisted Adaptive Video Streaming for Edge Caching	33
A Cross-Layer Survey on Secure and Low-Latency Communications in Next-Generation IoT	33
A Novel Framework for Optical Layer Device Board Failure Localization in Optical Transport Network	33
Table of Contents	33
CSEVP: A Collaborative, Secure, and Efficient Content Validation Protection Framework for Information Centric Networking	33
Managing a Resilient Multitier Architecture for Unstable IoT Networks in Location Based-Services	32
MDU-CACS: A Coordinated Forecasting-Based Cloud-Assisted Dynamic Channel Assignment Mechanism for Wi-Fi Network Clusters	32
QoE-Fairness-Aware Bandwidth Allocation Design for MEC-Assisted ABR Video Transmission	32
A Trust Model Based on Characteristic Factors and SLAs for Cloud Environments	31
Minimizing Update Makespan in SDNs Without TCAM Overhead	31
Design of 5G MEC-Based Networks With 1:N:K Protection Scheme	31
A Resource Allocation Model for Mixed-Grid Optical Networks	31
Introduction and Evaluation of Attachability for Mobile IoT Routing Protocols With Markov Chain Analysis	31
Efficiency of BIER Multicast in Large Networks	31
Data-Driven Intra-Autonomous Systems Graph Generator	30
Game-Theoretic Framework for Malicious Controller Detection in Software Defined Networks	30
LGTBIDS: Layer-Wise Graph Theory-Based Intrusion Detection System in Beyond 5G	30
DIaC: Re-Imagining Decentralized Infrastructure as Code Using Blockchain	30
Strategic Resource Pricing and Allocation in a 5G Network Slicing Stackelberg Game	30
Multi-Agent DRL-Based Two-Timescale Resource Allocation for Network Slicing in V2X Communications	30
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services—Part II	30
Optimizing Job Reliability Through Contention-Free, Distributed Checkpoint Scheduling	30
Handover-Aware Scheduling for Small- and Large-Scale VLC Networks	29
Cost-Efficient Fault-Tolerant Workflow Scheduling for Deadline-Constrained Microservice-Based Applications in Clouds	29
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates	29
Enhancing Privacy-Preserving Localization by Integrating Random Noise With Blockchain in Internet of Things	29
ANFIS-DBA: ANFIS-Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON	29
Knowledge-Assisted Resource Allocation With Domain Adversarial Neural Networks	29
CASE: A Joint Traffic and Energy Optimization Framework Toward Grid Connected Green Future Networks	29
Distributed Server Allocation for Internet-of-Things Monitoring Services With Preventive Start-Time Optimization Against Server Failure	29
Socially-Aware-Clustering-Enabled Federated Learning for Edge Networks	29
PeakSAX: Real-Time Monitoring and Mitigation System for LDoS Attack in SDN	29
Federated Anomaly Detection on System Logs for the Internet of Things: A Customizable and Communication-Efficient Approach	28
On Cost-Effective, Reliable Coverage for LoS Communications in Urban Areas	28
Vulnerability-Aware Resilient Networks: Software Diversity-Based Network Adaptation	28
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification	28
Redactable Blockchain-Based Secure and Accountable Data Management	28
A Dynamic Cascading Failure Model for LEO Satellite Networks	28
AI Anomaly Detection for Cloudified Mobile Core Architectures	28
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows	28
HARNESS: High Availability Supportive Self Reliant Network Slicing in 5G Networks	28
Estimating Video on Demand QoE From Network QoS Through ICMP Probes	28
Dynamic Joint Functional Split and Resource Allocation Optimization in Elastic Optical Fronthaul	28
Neural Attention Networks for Recommendation With Auxiliary Data	28
CLB: Coarse-Grained Precision Traffic-Aware Weighted Cost Multipath Load Balancing on PISA	28
Fair Scheduling and Computation Co-Offloading for Industrial Applications in Fog Networks	28
Adaptive One Memory Access Bloom Filters	27
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping	27
MSLTChain: A Trust Model Based on the Multi-Dimensional Subjective Logic for Tree Sharding Blockchain System	27
Self-Imitation Learning-Based Inter-Cell Interference Coordination in Autonomous HetNets	27
Online Offloading and Mobility Awareness of DAG Tasks for Vehicle Edge Computing	27
Multi-Provider IMS Infrastructure With Controlled Redundancy: A Performability Evaluation	27

Correction to “Optimal Subscription Policies for Participation-Dependent Social-Learning Markets”	27
TARA: Tenant-Aware Resource Allocation in Multi-Tenant Data Centers	27
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning	27
Predictive Control Plane Balancing in SD-IoT Networks Based on Elitism Genetic Algorithm and Non-Cooperative Game Theory	26
Towards a Distributed Caching Service at the WiFi Edge Using Wi-Cache	26
P8: P4 With Predictable Packet Processing Performance	26
Authenticating Drone-Assisted Internet of Vehicles Using Elliptic Curve Cryptography and Blockchain	26
AF-FDS: An Accurate, Fast, and Fine-Grained Detection Scheme for DDoS Attacks in High-Speed Networks With Asymmetric Routing	26
Key Flow First Prioritized Flow Scheduling Strategy in Multi-Tenant Data Centers	26
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs	26
Dual-Server-Based Lightweight Privacy-Preserving Federated Learning	26
Proactive and AoI-Aware Failure Recovery for Stateful NFV-Enabled Zero-Touch 6G Networks: Model-Free DRL Approach	26
Validation of HTTP Response Time From Network Traffic as an Alternative to Web Browser Instrumentation	25
Deep Reinforcement Learning-Based Dual-Timescale Service Caching and Computation Offloading for Multi-UAV Assisted MEC Systems	25
Citywide Mobile Traffic Forecasting Using Spatial-Temporal Downsampling Transformer Neural Networks	25
Intrinsic Security and Self-Adaptive Cooperative Protection Enabling Cloud Native Network Slicing	25
DARB: Decentralized, Accountable and Redactable Blockchain for Data Management	25
A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning	25
Identifying a Malicious Node in a UAV Network	25
Joint Frame Preemption and Credit-Based Shaping Scheduling for Real-Time Transmission	25
A Blockchain Cross-Chain Transaction Method Based on Decentralized Dynamic Reputation Value Assessment	25
Dynamic QoS-Aware Traffic Planning for Time-Triggered Flows in the Real-Time Data Plane	25
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus	25
Dynamic Management of Constrained Computing Resources for Serverless Services	25
Automated Service Provisioning and Hierarchical SLA Management in 5G Systems	24
Let’s Share: A Game-Theoretic Framework for Resource Sharing in Mobile Edge Clouds	24
Resilient and Latency-Aware Orchestration of Network Slices Using Multi-Connectivity in MEC-Enabled 5G Networks	24
Collaborative Cloud Resource Management and Task Consolidation Using JAYA Variants	24
Smart Network Maintenance in an Edge Cloud Computing Environment: An Adaptive Model Compression Algorithm Based on Model Pruning and Model Clustering	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	24
Age of Information Optimization in RIS-Assisted Wireless Networks	24
On Demand Fog Federations for Horizontal Federated Learning in IoV	24
Table of Contents	24
HNIO: A Hybrid Nature-Inspired Optimization Algorithm for Energy Minimization in UAV-Assisted Mobile Edge Computing	24
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms	23
3CP: Coordinated Congestion Control Protocol for Named-Data Networking	23
Resource Orchestration and Allocation of E2E Slices in Softwarized UAVs-Assisted 6G Terrestrial Networks	23
Cluster and Conquer: Malicious Traffic Classification at the Edge	23
Privacy-Preserving Deployment Mechanism for Service Function Chains Across Multiple Domains	23
Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process	23
Table of Contents	23
UAV-Assisted MEC Architecture for Collaborative Task Offloading in Urban IoT Environment	23
A Fine-Grained Packet Loss Tolerance Transmission Algorithm for Communication Optimization in Distributed Deep Learning	23
Efficient Multi-Broker Load Balancing in Event Driven Pub-Sub Networks	23
Optimized FlexEthernet for Inter-Domain Traffic Restoration	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
Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring	23
Data-Driven Energy Conservation in Cellular Networks: A Systems Approach	23
Unknown, Atypical and Polymorphic Network Intrusion Detection: A Systematic Survey	23
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management	23
A Fastformer Assisted DRL Method on Energy Efficient and Interference Aware Service Provisioning	22
CoopCon: Cooperative Hybrid Congestion Control Scheme for Named Data Networking	22
Mobility-Aware MEC Planning With a GNN-Based Graph Partitioning Framework	22
Secure and Efficient Continuous Learning Model for Traffic Flow Prediction	22
On Routing, Wavelength, Network Coding Assignment, and Protection Configuration Problem in Optical-Processing-Enabled Networks	22
RibsNet: A Scalable, High-Performance, and Cost-Effective Two-Layer-Based Cloud Data Center Network Architecture	22
P4-Secure: In-Band DDoS Detection in Software Defined Networks	22
Static Placement and Dynamic Assignment of SDN Controllers in LEO Satellite Networks	22
Blockchain Storage Optimisation With Multi-Level Distributed Caching	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
Detecting Cloud Anomaly via Broad Network-Based Contrastive Autoencoder	22
Constraining Adversarial Attacks on Network Intrusion Detection Systems: Transferability and Defense Analysis	21
Table of Contents	21
Intelligent VNF Placement to Mitigate DDoS Attacks on Industrial IoT	21
Optimal Placement of the Virtualized Federated Learning Aggregation Function at the Edge	21
Learning Long- and Short-Term Temporal Patterns for ML-Driven Fault Management in Optical Communication Networks	21
Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNs	21
Distributed Deep Reinforcement Learning Assisted Resource Allocation Algorithm for Space-Air-Ground Integrated Networks	21
Secure Task Offloading in Blockchain-Enabled Mobile Edge Computing With Deep Reinforcement Learning	21
Correlating the Ambient Conditions and Performance Indicators of the LoRaWAN via Surrogate Gaussian Process-Based Bidirectional LSTM Stacked Autoencoder	21
A Novel Access and Handover Authentication Scheme in UAV-Aided Satellite-Terrestrial Integration Networks Enabling 5G	21
Towards Reliable Remote Health Monitoring in Fog Computing Networks	21
Shared Protection-Based Virtual Network Embedding Over Elastic Optical Networks	21
Practical Intrusion Detection of Emerging Threats	21
Table of Contents	21
ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller	21
Contrastive Learning Enhanced Intrusion Detection	21
Multi-Dimensional Resource Allocation in Distributed Data Centers Using Deep Reinforcement Learning	21
Paxos With Priorities for Blockchain Applications	21
A Fault Tolerant Elastic Resource Management Framework Toward High Availability of Cloud Services	21
KDN-Based Fault-Tolerant Scheduling for VNFs in Data Centers	20
Design of Multiple-Plane Twisted and Folded Clos Network Guaranteeing Admissible Blocking Probability	20
Multi-Beam Satellite Optical Networks: A Joint Time-Slot Resource Scheduling for End-to-End Services From a Networking Perspective	20
Latency-Sensitive Parallel Multi-Path Service Flow Routing With Segmented VNF Processing in NFV-Enabled Networks	20
Fairness-Aware VNF Mapping and Scheduling in Satellite Edge Networks for Mission-Critical Applications	20
Safety-Aware Age of Information (S-AoI) for Collision Risk Minimization in Cell-Free mMIMO Platooning Networks	20
Time-Sensitive Mobile User Association and SFC Placement in MEC-Enabled 5G Networks	20
Privacy-Preserving and Fair Crowdsourcing Framework With Fine-Grained Reuse Based on Blockchain	20
A Group-Based Block Storage Model With Block Splitting and Unit Encoding for Consortium Blockchains	20
Edge Computing Management With Collaborative Lazy Pulling for Accelerated Container Startup	20
Augmentation-Based Edge Differentially Private Path Publishing in Networks	20
Software Defined Multicast for Large-Scale Multi-Layer LEO Satellite Networks	20