IEEE Transactions on Network and Service Management

Article	Citations
Table of contents	197
Delay-Aware Joint Microservice Deployment and Request Routing in Multi-Edge Environments Based on Reinforcement Learning	176
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	168
On Sustained Zero Trust Conceptualization Security for Mobile Core Networks in 5G and Beyond	149
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	130
Multi-Path Selection and Congestion Control for NDN: An Online Learning Approach	121
Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing	118
LossDetection: Real-Time Packet Loss Monitoring System for Sampled Traffic Data	106
Real-Time Classification of Real-Time Communications	105
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks	95
CANnolo: An Anomaly Detection System Based on LSTM Autoencoders for Controller Area Network	93
Table of Contents	87
Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self-Attention	83
Trajectory Synthesis for a UAV Swarm Based on Resilient Data Collection Objectives	81
Blockchain-Aided and Privacy-Preserving Data Governance in Multi-Stakeholder Applications	80
Unmanned Aerial Vehicles Traffic Management Solution Using Crowd-Sensing and Blockchain	79
Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach	79
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	78
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach	75
A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms	74
Table of Contents	73
Table of Contents	71
Table of Contents	67
Autonomous Flow Routing for Near Real-Time Quality of Service Assurance	63
HFL-TranWGAN: Knowledge-Driven Cross-Domain Collaborative Anomaly Detection for End-to-End Network Slicing	63

Federated Learning Assisted Deep Q-Learning for Joint Task Offloading and Fronthaul Segment Routing in Open RAN	62
PPTMon: Real-Time and Fine-Grained Packet Processing Time Monitoring in Virtual Network Functions	61
Q-Secure-P²-SMA: Quantum-Secure Privacy- Preserving Smart Meter Authentication for Unbreakable Security in Smart Grid	61
Network Services Anomalies in NFV: Survey, Taxonomy, and Verification Methods	57
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	56
Holu: Power-Aware and Delay-Constrained VNF Placement and Chaining	54
zkFabLedger: Enabling Privacy Preserving and Regulatory Compliance in Hyperledger Fabric	51
Auditable Homomorphic-Based Decentralized Collaborative AI with Attribute-based Differential Privacy	51
JLOS: a Cooperative UAV-Based Optical Wireless Communication With Multi-Agent Reinforcement Learning	50
Energy Efficient Spectrum Sharing and Resource Allocation for 6G Air-Ground Integrated Networks	50
Packet Loss in Real-Time Communications: Can ML Tame Its Unpredictable Nature?	48
Resource-Efficient Low-Rate DDoS Mitigation With Moving Target Defense in Edge Clouds	47
An Intelligent Scheme for Energy-Efficient Uplink Resource Allocation With QoS Constraints in 6G Networks	47
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	47
UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks	47
Federated Learning Under Attack: Exposing Vulnerabilities Through Data Poisoning Attacks in Computer Networks	45
Table of Contents	44
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	43
MTP-NT: A Mobile Traffic Predictor Enhanced by Neighboring and Transportation Data	43
Priority-Dominated Traffic Scheduling Enabled ATS in Time-Sensitive Networking	42
A Packet Loss Monitoring System for In-Band Network Telemetry: Detection, Localization, Diagnosis and Recovery	41
SDFA: A Service-Driven Fragmentation-Aware Resource Allocation in Elastic Optical Networks	40
Understanding Selfish Mining in Imperfect Bitcoin and Ethereum Networks With Extended Forks	39
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning	39
Multi-Objective Control Plane Dimensioning in Hybrid SDN/Legacy Networks	39
Credible Link Flooding Attack Detection and Mitigation: A Blockchain-Based Approach	39
Optimization Model for Multiple Backup Resource Allocation With Workload-Dependent Failure Probability	39
A Multivariate KPIs Anomaly Detection Framework With Dynamic Balancing Loss Training	39
Adaptive Feature Selection and Construction for Day-Ahead Load Forecasting Use Deep Learning Method	39
Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks	38
Deployable Models for Approximating Web QoE Metrics From Encrypted Traffic	38
Diversity-by-Design for Dependable and Secure Cyber-Physical Systems: A Survey	38
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	38
Fault Prediction for Heterogeneous Telecommunication Networks Using Machine Learning: A Survey	37
Supporting Dynamic Insertions in xor and Binary Fuse Filters With the Integrated xor/BIF-Bloom Filter	36
VNF Embedding and Assignment for Network Function Parallelism	36
MARC: On Modeling and Analysis of Software-Defined Radio Access Network Controllers	36
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	36
AI-driven, Context-Aware Profiling for 5G and Beyond Networks	36
Reinforcement Learning-Based Adaptive Bitrate Caching at MEC Server	36
Optimal Estimation of Link Delays Based on End-to-End Active Measurements	36
Multi-Service Edge Computing Management With Multi-Stage Coalition Game Task Offloading	36
CCS: A Cross-Plane Collaboration Strategy to Defend Against LDoS Attacks in SDN	36
Predictive UAV Base Station Deployment and Service Offloading With Distributed Edge Learning	36
Amount-Based Covert Communication Over Blockchain	36
Accelerating Deep Packet Inspection With SIMD-Based Multi-Literal Matching Engine	35
OptRISQL: Toward Performance Improvement of Time-Varying IoT Networks Using Q-Learning	35
Service Chain Provisioning With Sub-Chain-Enabled Coordinated Protection to Satisfy Availability Requirements	35
Self-Supervised Traffic Classification: Flow Embedding and Few-Shot Solutions	34
Resource Breadcrumbs: Discovering Edge Computing Resources Over Named Data Networking	34

Crowdsourcing Malware Family Annotation: Joint Class-Determined Tag Extraction and Weakly-Tagged Sample Inference	34
PSMA: Layered Deployment Scheme for Secure VNF Multiplexing Based on Primary and Secondary Multiplexing Architecture	34
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	34
On Cross-Layer Interactions of QUIC, Encrypted DNS and HTTP/3: Design, Evaluation, and Dataset	33
Improve the Energy Efficiency of Datacenters With the Awareness of Workload Variability	33
Energy and Delay Aware General Task Dependent Offloading in UAV-Aided Smart Farms	33
VNF Placement and Dynamic NUMA Node Selection Through Core Consolidation at the Edge and Cloud	33
Techno-Socio-Economic Impact of Joint Energy Resource Allocation Scheme in FiWi Network	33
BSCDA: Blockchain-Based Secure Cross-Domain Data Access Scheme for Internet of Things	33
ML-Based IDPS Enhancement With Complementary Features for Home IoT Networks	33
ProactMP: A Proactive Multipath Transport Protocol for Low-Latency Datacenters	33
Preventing DDoS Flooding Attacks With Cryptographic Path Identifiers in Future Internet	32
A QoS Guaranteed Efficient Integration of UPF and LEO Satellite Networks	32
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	32
Three-Dimensional Tradeoffs for Consensus Algorithms: A Review	32
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	31
Large-Scale Machine Learning Cluster Scheduling via Multi-Agent Graph Reinforcement Learning	31
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	31
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis	31
Joint Bandwidth and Key on Demand (BKoD) Provisioning for Dynamic Service of Optical Transport Networks in F6G	31
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	31
Deep Learning Model for Content Aware Caching at MEC Servers	31
An Online Entropy-Based DDoS Flooding Attack Detection System With Dynamic Threshold	31
TPMCF: Temporal QoS Prediction Using Multi-Source Collaborative Features	31
Memory Network Architecture for Packet Processing in Functions Virtualization	30
GenSync: A New Framework for Benchmarking and Optimizing Reconciliation of Data	30
Toward Adaptive Joint Node and Link Mapping Algorithms for Embedding Virtual Networks: A Conciliation Strategy	30
Distributed Tactical TE With Segment Routing	30
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	30
DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks	30
A Semantic Detection Method for Network Flows With Global and Generalized Nature	30
Performance Modeling and Analysis of P4 Programmable Devices With General Service Times	30
Incremental Performance Analysis for Accelerating Verification of TSN Network Reconfigurations	29
IntStream: Towards Flexible, Expressive, and Scalable Network Telemetry	29
Control Message Quenching-Based Communication Protocol for Energy Management in SDWSN	29
Selective Edge Computing for Mobile Analytics	29
TINetS3: SDN-Driven Network Slicing Enabling Scenario-Based Applications in Tactile Internet	29
Presync: An Efficient Transaction Synchronization Protocol to Accelerate Block Propagation	29
Learning-Based Multi-Drone Network Edge Orchestration for Video Analytics	29
Artificial Neural Network-Aided Multiclass Service Provisioning and Prioritization in EONs	28
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	28
Availability-Aware and Delay-Sensitive RAN Slicing Mapping Based on Deep Reinforcement Learning in Elastic Optical Networks	28
Multi-Domain TSN Orchestration and Management for Large-Scale Industrial Networks	28
Traffic Engineering for Software-Defined LEO Constellations	28
GreenShield: Optimizing Firewall Configuration for Sustainable Networks	28
Over-the-Air Software-Defined Vehicle Updates Using Federated Fog Environment	28
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	28
DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking	28
MPC-Based 5G uRLLC Rate Calculation	27
Dynamic Flow Scheduling for DNN Training Workloads in Data Centers	27
CoSIS: A Secure, Scalability, Decentralized Blockchain via Complexity Theory	27
Resilient Control Plane Design for Virtualized 6G Core Networks	27
DLLF-2EN: Energy-Efficient Next Generation Mobile Network With Deep Learning-Based Load Forecasting	27
Robust Access Point Clustering in Edge Computing Resource Optimization	27
QoE Estimation Across Different Cloud Gaming Services Using Transfer Learning	27
Meta-Peering: Automating ISP Peering Decision Process	26
Time-Distributed Feature Learning for Internet of Things Network Traffic Classification	26
Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN	26
Distributed Learning Framework for eMBB-URLLC Multiplexing in Open Radio Access Networks	26
LRB: Locally Repairable Blockchain for IoT Integration	26
Investigating the Dependability of Software-Defined IIoT-Edge Networks for Next-Generation Offshore Wind Farms	26
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders	26
ML-Based Performance Modeling in SDN-Enabled Data Center Networks	25
Multiobjective Genetic Algorithm for Fast Service Function Chain Reconfiguration	25
Spatial-Temporal Edge User Allocation: An Expectation Confirmation Perspective Approach	25
Dynamic Application Call Graph Formation and Service Identification in Cloud Data Centers	25
Reliable Backhauling in Aerial Communication Networks Against UAV Failures: A Deep Reinforcement Learning Approach	25
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	25
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	25
Accelerating Protocol Oblivious Forwarding Programmable Data Plane With Flow Cache	25
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	25
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network	24
DRel: Dynamically Assigning Per-Packet Reliability at the Transport Layer	24
Energy-Efficient Joint Task Assignment and Migration in Data Centers: A Deep Reinforcement Learning Approach	24
FeD-TST: Federated Temporal Sparse Transformers for QoS prediction in Dynamic IoT Networks	24
SHAPE: A Simultaneous Header and Payload Encoding Model for Encrypted Traffic Classification	24
UaaS-SFL: Unlearning as a Service for Safeguarding Federated Learning	24
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	24
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing	24
Service Deployment Model Based on Virtual Network Function Resizing	24

Toward Security-Enhanced In-band Network Telemetry in Programmable Networks	24
MetaVSID: A Robust Meta-Reinforced Learning Approach for VSI-DDoS Detection on the Edge	24
A Price-Incentive Resource Auction Mechanism Balancing the Interests Between Users and Cloud Service Provider	24
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	23
Robust Deployment Model for Parallelized Service Function Chains Against Uncertain Traffic Arrival Rates	23
Modeling MTC and HTC Radio Access in a Sliced 5G Base Station	23
Fault Diagnosis in Industrial Control Networks Using Transferability-Measured Adversarial Adaptation Network	23
Adaptive Scheduling of Shared Grant-Free Resources for Heterogeneous Massive Machine type Communication in 5G and Beyond Networks	23
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks	23
Notice of Violation of IEEE Publication Principles: Data Trading with Competitive Social Platforms: Outcomes are Mostly Privacy Welfare Damaging	23
A Receiver-Driven Transport Protocol With High Link Utilization Using Anti-ECN Marking in Data Center Networks	23
Delay-Aware Control Plane Virtual Topology Design of Software Defined-Elastic Optical Network	23
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	23
Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks	23
Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis	22
Virtual Network Embedding for NGSO Systems: Algorithmic Solution and SDN-Testbed Validation	22
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	22
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	22
Application-Driven Provisioning of Service Function Chains Over Heterogeneous NFV Platforms	22
Understanding Data Usage Patterns of Geographically Diverse Mobile Users	22
On the Cross-Layer Network Planning for Flexible Ethernet Over Elastic Optical Networks	22
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing	22
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	22
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	22
Detecting Unseen Anomalies in Network Systems by Leveraging Neural Networks	22
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	22
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	22
Reducing Microservices Interference and Deployment Time in Resource-Constrained Cloud Systems	22
IEEE 802.11ax Meet Edge Computing: AP Seamless Handover for Multi-Service Communications in Industrial WLAN	22
Communitychain: Toward a Scalable Blockchain in Smart Home	21
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	21
Renewable Energy Provision and Energy-Efficient Operational Management for Sustainable 5G Infrastructures	21
Supporting Sustainable Virtual Network Mutations With Mystique	21
Resource Optimization and Delay Guarantee Virtual Network Function Placement for Mapping SFC Requests in Cloud Networks	21
Low-Latency Dimensional Expansion and Anomaly Detection Empowered Secure IoT Network	21
Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management	21
Resilient Control Plane Design for Virtual Software Defined Networks	21
MiddleNet: A Unified, High-Performance NFV and Middlebox Framework With eBPF and DPDK	21
Joint Dataset Reconstruction and Power Control for Distributed Training in D2D Edge Network	20
Smart Policy Control for Securing Federated Learning Management System	20
Programmable Name Obfuscation Framework for Controlling Privacy and Performance on CCN	20
Re-Scheduling IoT Services in Edge Networks	20
On the Optimal Deployment of Virtual Network Functions in Non-Terrestrial Segments	20
Unavailability-Aware Backup Allocation Model Based on Two-Stage Shared Protection for Middleboxes	20
Integrated Sensing, Localization, and Communication in Holographic MIMO-Enabled Wireless Network: A Deep Learning Approach	20
FortunChain: EC-VRF-Based Scalable Blockchain System for Realizing State Sharding	20
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	20
User-Centric Slice Allocation Scheme in 5G Networks and Beyond	20
Cost-Efficient Cluster Migration of VNFs for Service Function Chain Embedding	20
DECC: Achieving Low Latency in Data Center Networks With Deep Reinforcement Learning	20
Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources	20
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	20
Accelerating Reinforcement Learning via Predictive Policy Transfer in 6G RAN Slicing	20
Dual Attribute-Based Auditing Scheme for Fog Computing-Based Data Dynamic Storage With Distributed Collaborative Verification	20
HVMM: A Holistic Virtual Machine Management Strategy for Cloud Data Centers	20
Performance of Spatially Diverse URLLC and eMBB Traffic in Cell Free Massive MIMO Environments	19
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	19
Planning of Survivable Wavelength-Switched Optical Networks Based on P2MP Transceivers	19
Energy Efficient Clustering and Resource Allocation Strategy for Ultra-Dense Networks: A Machine Learning Framework	19
IoMT: A Medical Resource Management System Using Edge Empowered Blockchain Federated Learning	19
QSKA: A Quantum Secured Privacy-Preserving Mutual Authentication Scheme for Energy Internet-Based Vehicle-to-Grid Communication	19
A Neighborhood Aware Caching and Interest Dissemination Scheme for Content Centric Networks	19
Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks	19
Joint Optimization of Radio Resources and Coverage Enhancement in Massive Microgrid Networks	19
Improved Chemical Reaction Optimization With Fitness-Based Quasi-Reflection Method for Scheduling in Hybrid Cloud-Fog Environment	19
SecEdge: Secure Edge-Computing-Based Hybrid Approach for Data Collection and Searching in IoV	19
Graph-Based Data Publication via Differentially Structural Inference	19
OROS: Online Operation and Orchestration of Collaborative Robots Using 5G	19
ROBUST: A Reliable and Flexible Media Transport for Real-Time Services	19
EV Charging Infrastructure Discovery to Contextualize Its Deployment Security	19
Cybersecurity Threat Assessment Integrating Qualitative Differential and Evolutionary Games	19
CauseFormer: Interpretable Anomaly Detection With Stepwise Attention for Cloud Service	19
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training	19
Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity	18
A Cooperative Computation Offloading Strategy With On-Demand Deployment of Multi-UAVs in UAV-Aided Mobile Edge Computing	18
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	18
Service Prioritization in Information Centric Networking With Heterogeneous Content Providers	18
Reliable Federated Learning With GAN Model for Robust and Resilient Future Healthcare System	18
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency	18
Dependency-Aware Dynamic Task Offloading Based on Deep Reinforcement Learning in Mobile-Edge Computing	18
Avoiding Flow Size Overestimation in Count-Min Sketch With Bloom Filter Constructions	18
CD-LwTE: Cost- and Delay-Aware Light-Weight Transcoding at the Edge	18
A Novel Hybrid Model for Docker Container Workload Prediction	18
Edge Blockchain Assisted Lightweight Privacy-Preserving Data Aggregation for Smart Grid	18
Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification	18
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	18
Energy-Efficient Hierarchical Resource Allocation in Uplink–Downlink Decoupled NOMA HetNets	18
Efficient Remote Entanglement Distribution in Quantum Networks: A Segment-Based Method	18
PWNJUTSU: A Dataset and a Semantics-Driven Approach to Retrace Attack Campaigns	18
A Hierarchical and Location-Aware Consensus Protocol for IoT-Blockchain Applications	18
BECHAIN: A Sharding Blockchain With Higher Security	17
Federated Policy Distillation for Digital Twin-Enabled Intelligent Resource Trading in 5G Network Slicing	17
R1DIT: Privacy-Preserving Malware Traffic Classification With Attention-Based Neural Networks	17
Swarm of UAVs for Network Management in 6G: A Technical Review	17
A Hybrid Blockchain-Edge Architecture for Electronic Health Record Management With Attribute-Based Cryptographic Mechanisms	17