IEEE Transactions on Network and Service Management

Article	Citations
Reliable Backhauling in Aerial Communication Networks Against UAV Failures: A Deep Reinforcement Learning Approach	175
Avoiding Flow Size Overestimation in Count-Min Sketch With Bloom Filter Constructions	151
DOLPHIN: Dynamically Optimized and Load Balanced Path for Inter-Domain SDN Communication	139
Reliability-Oriented and Resource-Efficient Service Function Chain Construction and Backup	122
Reinforcement Learning Meets Network Intrusion Detection: A Transferable and Adaptable Framework for Anomaly Behavior Identification	122
Priority-Dominated Traffic Scheduling Enabled ATS in Time-Sensitive Networking	114
CauseFormer: Interpretable Anomaly Detection With Stepwise Attention for Cloud Service	108
Resilience of Delay-Sensitive Services With Transport-Layer Monitoring in SD-WAN	107
Table of contents	105
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders	91
HFL-TranWGAN: Knowledge-Driven Cross-Domain Collaborative Anomaly Detection for End-to-End Network Slicing	87
Zero-Trust Blockchain-Enabled Secure Next-Generation Healthcare Communication Network	85
ML-Based Performance Modeling in SDN-Enabled Data Center Networks	82
Balancing Performance and Energy Consumption of Bagging Ensembles for the Classification of Data Streams in Edge Computing	79
Programmable Name Obfuscation Framework for Controlling Privacy and Performance on CCN	76
Resilient Control Plane Design for Virtual Software Defined Networks	75
Multi-Path Selection and Congestion Control for NDN: An Online Learning Approach	74
Deep Learning Model for Content Aware Caching at MEC Servers	73
FlexChain: Bridging Parallelism and Placement for Service Function Chains	71
Application-Driven Provisioning of Service Function Chains Over Heterogeneous NFV Platforms	71
On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms	70
PPTMon: Real-Time and Fine-Grained Packet Processing Time Monitoring in Virtual Network Functions	66
Federated Learning-Enabled Jamming Detection and Waveform Classification for Distributed Tactical Wireless Networks	66
Cellular Traffic Prediction: A Deep Learning Method Considering Dynamic Nonlocal Spatial Correlation, Self-Attention, and Correlation of Spatiotemporal Feature Fusion	65
A Novel Hybrid Model for Docker Container Workload Prediction	64

Performance of Spatially Diverse URLLC and eMBB Traffic in Cell Free Massive MIMO Environments	63
Blockchain-Based WDP Solution for Real-Time Heterogeneous Computing Resource Allocation	57
Accelerating Protocol Oblivious Forwarding Programmable Data Plane With Flow Cache	57
Forecasting Framework for Mobile Networks Based on Automatic Feature Selection	57
Optimal Estimation of Link Delays Based on End-to-End Active Measurements	56
Table of Contents	56
Cost-Efficient Cluster Migration of VNFs for Service Function Chain Embedding	53
Energy-Efficient Joint Task Assignment and Migration in Data Centers: A Deep Reinforcement Learning Approach	53
Unavailability-Aware Backup Allocation Model Based on Two-Stage Shared Protection for Middleboxes	51
R1DIT: Privacy-Preserving Malware Traffic Classification With Attention-Based Neural Networks	50
Notice of Violation of IEEE Publication Principles: Data Trading with Competitive Social Platforms: Outcomes are Mostly Privacy Welfare Damaging	50
A Discrete Interval-Based Multi-Objective Memetic Algorithm for Scheduling Workflow With Uncertainty in Cloud Environment	48
Multiobjective Genetic Algorithm for Fast Service Function Chain Reconfiguration	48
MetaVSID: A Robust Meta-Reinforced Learning Approach for VSI-DDoS Detection on the Edge	44
Detecting Unseen Anomalies in Network Systems by Leveraging Neural Networks	43
Supporting Sustainable Virtual Network Mutations With Mystique	42
Table of Contents	41
Secure Socket Shell Bruteforce Attack Detection With Petri Net Modeling	40
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks	40
On Cross-Layer Interactions of QUIC, Encrypted DNS and HTTP/3: Design, Evaluation, and Dataset	38
Integrated Sensing, Localization, and Communication in Holographic MIMO-Enabled Wireless Network: A Deep Learning Approach	38
Selective Edge Computing for Mobile Analytics	38
A Hybrid Blockchain-Edge Architecture for Electronic Health Record Management With Attribute-Based Cryptographic Mechanisms	37
Accelerating Reinforcement Learning via Predictive Policy Transfer in 6G RAN Slicing	37
Blockchain-Aided and Privacy-Preserving Data Governance in Multi-Stakeholder Applications	36
SecEdge: Secure Edge-Computing-Based Hybrid Approach for Data Collection and Searching in IoV	35
A Framework for eBPF-Based Network Functions in an Era of Microservices	35
Smart Policy Control for Securing Federated Learning Management System	35
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection	34
Large-Scale Machine Learning Cluster Scheduling via Multi-Agent Graph Reinforcement Learning	34
Delay-Aware Control Plane Virtual Topology Design of Software Defined-Elastic Optical Network	34
Service Chain Provisioning With Sub-Chain-Enabled Coordinated Protection to Satisfy Availability Requirements	33
MARC: On Modeling and Analysis of Software-Defined Radio Access Network Controllers	33
The Evolution of Mining Pools and Miners’ Behaviors in the Bitcoin Blockchain	33
Main-Secondary Blockchain Framework: Cross-Domain Trust Management Mechanism Using Trust Ticket	33
CD-LwTE: Cost- and Delay-Aware Light-Weight Transcoding at the Edge	33
User-Centric Slice Allocation Scheme in 5G Networks and Beyond	33
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency	33
AEGIS: Detection and Mitigation of TCP SYN Flood on SDN Controller	32
A Software-Defined Networking Solution for Transparent Session and Service Continuity in Dynamic Multi-Access Edge Computing	32
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis	31
Efficient DRL-Based Selection Strategy in Hybrid Vehicular Networks	31
PSMA: Layered Deployment Scheme for Secure VNF Multiplexing Based on Primary and Secondary Multiplexing Architecture	31
Managing Connections by QUIC-TCP Racing: A First Look of Streaming Media Performance Over Popular HTTP/3 Browsers	31
Reinforcement Learning-Based Adaptive Bitrate Caching at MEC Server	31
Toward Adaptive Joint Node and Link Mapping Algorithms for Embedding Virtual Networks: A Conciliation Strategy	31
Joint Bandwidth and Key on Demand (BKoD) Provisioning for Dynamic Service of Optical Transport Networks in F6G	31
Preventing DDoS Flooding Attacks With Cryptographic Path Identifiers in Future Internet	31
Multi-Service Edge Computing Management With Multi-Stage Coalition Game Task Offloading	30
Table of Contents	30

Self-Supervised Traffic Classification: Flow Embedding and Few-Shot Solutions	30
Dual Attribute-Based Auditing Scheme for Fog Computing-Based Data Dynamic Storage With Distributed Collaborative Verification	30
Dynamic Application Call Graph Formation and Service Identification in Cloud Data Centers	29
Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources	29
Efficient Remote Entanglement Distribution in Quantum Networks: A Segment-Based Method	29
Multi-Agent Deep Reinforcement Learning for Coordinated Multipoint in Mobile Networks	29
Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks	29
Accelerating Deep Packet Inspection With SIMD-Based Multi-Literal Matching Engine	29
Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis	29
Table of Contents	29
Presync: An Efficient Transaction Synchronization Protocol to Accelerate Block Propagation	28
Robust Access Point Clustering in Edge Computing Resource Optimization	28
Memory Network Architecture for Packet Processing in Functions Virtualization	28
Q-Secure-P²-SMA: Quantum-Secure Privacy- Preserving Smart Meter Authentication for Unbreakable Security in Smart Grid	27
Energy and Delay Aware General Task Dependent Offloading in UAV-Aided Smart Farms	27
A Privacy-Preserving Federated Learning Framework With Lightweight and Fair in IoT	27
UCBEE: A Multi Armed Bandit Approach for Early-Exit in Neural Networks	26
Distributed Tactical TE With Segment Routing	26
Authentication of Smart Grid by Integrating QKD and Blockchain in SCADA Systems	26
Reliable Federated Learning With GAN Model for Robust and Resilient Future Healthcare System	26
Machine Learning for Failure Management in Microwave Networks: A Data-Centric Approach	26
Distributed Learning Framework for eMBB-URLLC Multiplexing in Open Radio Access Networks	26
Incremental Performance Analysis for Accelerating Verification of TSN Network Reconfigurations	26
Amount-Based Covert Communication Over Blockchain	25
Optimization Model for Multiple Backup Resource Allocation With Workload-Dependent Failure Probability	25
Federated Learning Assisted Deep Q-Learning for Joint Task Offloading and Fronthaul Segment Routing in Open RAN	25
HVMM: A Holistic Virtual Machine Management Strategy for Cloud Data Centers	25
Diversity-by-Design for Dependable and Secure Cyber-Physical Systems: A Survey	25
A Multi-Scale Feature Attention Approach to Network Traffic Classification and Its Model Explanation	25
BSCDA: Blockchain-Based Secure Cross-Domain Data Access Scheme for Internet of Things	24
TCCC: A Throughput Consistency Congestion Control Algorithm for MPTCP in Mixed Transmission of Long and Short Flows	24
Crowdsourcing Malware Family Annotation: Joint Class-Determined Tag Extraction and Weakly-Tagged Sample Inference	24
TINetS3: SDN-Driven Network Slicing Enabling Scenario-Based Applications in Tactile Internet	24
Joint Dataset Reconstruction and Power Control for Distributed Training in D2D Edge Network	24
Cybersecurity Threat Assessment Integrating Qualitative Differential and Evolutionary Games	24
Risk-Aware Cloud-Edge Computing Framework for Delay-Sensitive Industrial IoTs	24
DECC: Achieving Low Latency in Data Center Networks With Deep Reinforcement Learning	24
A Semantic Detection Method for Network Flows With Global and Generalized Nature	24
Fault Diagnosis in Industrial Control Networks Using Transferability-Measured Adversarial Adaptation Network	24
TPMCF: Temporal QoS Prediction Using Multi-Source Collaborative Features	24
BCEdge: SLO-Aware DNN Inference Services With Adaptive Batch-Concurrent Scheduling on Edge Devices	24
Misbehavior Detection in Vehicular Ad Hoc Networks Based on Privacy-Preserving Federated Learning and Blockchain	24
Landing AI on Networks: An Equipment Vendor Viewpoint on Autonomous Driving Networks	24
Control Message Quenching-Based Communication Protocol for Energy Management in SDWSN	24
Performance Modeling and Analysis of P4 Programmable Devices With General Service Times	24
Traffic Engineering for Software-Defined LEO Constellations	24
A QoS Guaranteed Efficient Integration of UPF and LEO Satellite Networks	24
An Efficient Blockchain Assisted Reputation Aware Decentralized Federated Learning Framework	23
A Receiver-Driven Transport Protocol With High Link Utilization Using Anti-ECN Marking in Data Center Networks	23
Blockchain-Based Service Orchestration for 5G Vertical Industries in Multicloud Environment	23
Unmanned Aerial Vehicles Traffic Management Solution Using Crowd-Sensing and Blockchain	23
DeepAir: Deep Reinforcement Learning for Adaptive Intrusion Response in Software-Defined Networks	23
Adversarial Network Traffic: Towards Evaluating the Robustness of Deep-Learning-Based Network Traffic Classification	23
Supervised and Semi-Supervised Learning for Failure Identification in Microwave Networks	23
ProactMP: A Proactive Multipath Transport Protocol for Low-Latency Datacenters	23
IntStream: Towards Flexible, Expressive, and Scalable Network Telemetry	23
Machine Learning-Based Reliable Transmission for UAV Networks With Hybrid Multiple Access	22
Graph-Based Data Publication via Differentially Structural Inference	22
IEEE 802.11ax Meet Edge Computing: AP Seamless Handover for Multi-Service Communications in Industrial WLAN	22
Improved Chemical Reaction Optimization With Fitness-Based Quasi-Reflection Method for Scheduling in Hybrid Cloud-Fog Environment	22
Spatial-Temporal Edge User Allocation: An Expectation Confirmation Perspective Approach	22
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training	22
MiddleNet: A Unified, High-Performance NFV and Middlebox Framework With eBPF and DPDK	22
Edge Blockchain Assisted Lightweight Privacy-Preserving Data Aggregation for Smart Grid	22
A Packet Loss Monitoring System for In-Band Network Telemetry: Detection, Localization, Diagnosis and Recovery	22
Virtual Network Embedding for NGSO Systems: Algorithmic Solution and SDN-Testbed Validation	22
SINR-Based Analysis of IEEE 802.11p/bd Broadcast VANETs for Safety Services	22
On the Bilevel Optimization to Design Control Plane for SDONs in Consideration of Planned Physical-Layer Attacks	22
Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management	22
Joint Optimization of Radio Resources and Coverage Enhancement in Massive Microgrid Networks	21
Service Deployment Model Based on Virtual Network Function Resizing	21
Deployable Models for Approximating Web QoE Metrics From Encrypted Traffic	21
Optimizing Network Performance Through Joint Caching and Recommendation Policy for Continuous User Request Behavior	21
Low-Latency Dimensional Expansion and Anomaly Detection Empowered Secure IoT Network	21
Fault Prediction for Heterogeneous Telecommunication Networks Using Machine Learning: A Survey	21
HH-IPG: Leveraging Inter-Packet Gap Metrics in P4 Hardware for Heavy Hitter Detection	21
GenSync: A New Framework for Benchmarking and Optimizing Reconciliation of Data	21
Reducing Microservices Interference and Deployment Time in Resource-Constrained Cloud Systems	20
Multi-Objective Control Plane Dimensioning in Hybrid SDN/Legacy Networks	20
VNF Placement and Dynamic NUMA Node Selection Through Core Consolidation at the Edge and Cloud	20

Communitychain: Toward a Scalable Blockchain in Smart Home	20
Highly-Efficient and Adaptive Network Monitoring: When INT Meets Segment Routing	20
Reliability-Aware Resource Allocation for SFC: A Column Generation-Based Link Protection Approach	20
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach	20
Adaptive Reliability for the Automated Control of Human–Robot Collaboration in Beyond-5G Networks	19
On Sustained Zero Trust Conceptualization Security for Mobile Core Networks in 5G and Beyond	19
DDQP: A Double Deep Q-Learning Approach to Online Fault-Tolerant SFC Placement	19
AI-driven, Context-Aware Profiling for 5G and Beyond Networks	19
CACC: A Congestion-Aware Control Mechanism to Reduce INT Overhead and PFC Pause Delay	19
QSKA: A Quantum Secured Privacy-Preserving Mutual Authentication Scheme for Energy Internet-Based Vehicle-to-Grid Communication	19
Joint Monitorless Load-Balancing and Autoscaling for Zero-Wait-Time in Data Centers	19
EV Charging Infrastructure Discovery to Contextualize Its Deployment Security	19
Predictive UAV Base Station Deployment and Service Offloading With Distributed Edge Learning	19
Dynamic Flow Scheduling for DNN Training Workloads in Data Centers	19
Availability-Aware and Delay-Sensitive RAN Slicing Mapping Based on Deep Reinforcement Learning in Elastic Optical Networks	19
VNF Embedding and Assignment for Network Function Parallelism	19
OROS: Online Operation and Orchestration of Collaborative Robots Using 5G	19
Artificial Neural Network-Aided Multiclass Service Provisioning and Prioritization in EONs	19
Modeling MTC and HTC Radio Access in a Sliced 5G Base Station	19
A Price-Incentive Resource Auction Mechanism Balancing the Interests Between Users and Cloud Service Provider	19
Multi-Domain TSN Orchestration and Management for Large-Scale Industrial Networks	19
GreenShield: Optimizing Firewall Configuration for Sustainable Networks	19
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network	19
LRB: Locally Repairable Blockchain for IoT Integration	18
CoSIS: A Secure, Scalability, Decentralized Blockchain via Complexity Theory	18
Time-Distributed Feature Learning for Internet of Things Network Traffic Classification	18
Understanding Data Usage Patterns of Geographically Diverse Mobile Users	18
Investigating the Dependability of Software-Defined IIoT-Edge Networks for Next-Generation Offshore Wind Farms	18
UaaS-SFL: Unlearning as a Service for Safeguarding Federated Learning	18
DGS: An Efficient Delay-Guaranteed Scheduling Framework for Wireless Deterministic Networking	18
QoE Estimation Across Different Cloud Gaming Services Using Transfer Learning	18
CANnolo: An Anomaly Detection System Based on LSTM Autoencoders for Controller Area Network	18
Learning-Based Multi-Drone Network Edge Orchestration for Video Analytics	18
MPC-Based 5G uRLLC Rate Calculation	18
SDFA: A Service-Driven Fragmentation-Aware Resource Allocation in Elastic Optical Networks	18
A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms	18
Delay-Sensitive Task Offloading in Vehicular Fog Computing-Assisted Platoons	17
FortunChain: EC-VRF-Based Scalable Blockchain System for Realizing State Sharding	17
RSLB: Robust and Scalable Load Balancing in Software-Defined Data Center Networks	17
Unsupervised GAN-Based Intrusion Detection System Using Temporal Convolutional Networks and Self-Attention	17
Supporting Dynamic Insertions in xor and Binary Fuse Filters With the Integrated xor/BIF-Bloom Filter	17
Resource Breadcrumbs: Discovering Edge Computing Resources Over Named Data Networking	17
Improve the Energy Efficiency of Datacenters With the Awareness of Workload Variability	17
Understanding Selfish Mining in Imperfect Bitcoin and Ethereum Networks With Extended Forks	17
Proof-of-Monitoring (PoM): A Novel Consensus Mechanism for Blockchain-Based Secure Service Level Agreement Management	17
LossDetection: Real-Time Packet Loss Monitoring System for Sampled Traffic Data	17
On the Cross-Layer Network Planning for Flexible Ethernet Over Elastic Optical Networks	17
OptRISQL: Toward Performance Improvement of Time-Varying IoT Networks Using Q-Learning	17
Techno-Socio-Economic Impact of Joint Energy Resource Allocation Scheme in FiWi Network	17
Delay-Sensitive Multi-Source Multicast Resource Optimization in NFV-Enabled Networks: A Column Generation Approach	17
Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning	17
Blockchain-Based Computing Resource Trading in Autonomous Multi-Access Edge Network Slicing: A Dueling Double Deep Q-Learning Approach	17
A Hierarchical and Location-Aware Consensus Protocol for IoT-Blockchain Applications	17
CCS: A Cross-Plane Collaboration Strategy to Defend Against LDoS Attacks in SDN	17
Adaptive Feature Selection and Construction for Day-Ahead Load Forecasting Use Deep Learning Method	17
Swarm of UAVs for Network Management in 6G: A Technical Review	17
AI-Based Radio Resource Management and Trajectory Design for IRS-UAV-Assisted PD-NOMA Communication	17
A Neighborhood Aware Caching and Interest Dissemination Scheme for Content Centric Networks	17
A Multivariate KPIs Anomaly Detection Framework With Dynamic Balancing Loss Training	17
IoMT: A Medical Resource Management System Using Edge Empowered Blockchain Federated Learning	17
Toward Programmable DOCSIS 4.0 Networks: Adaptive Modulation in OFDM Channels	16
Credible Link Flooding Attack Detection and Mitigation: A Blockchain-Based Approach	16
Holu: Power-Aware and Delay-Constrained VNF Placement and Chaining	16
FeD-TST: Federated Temporal Sparse Transformers for QoS prediction in Dynamic IoT Networks	16
MTP-NT: A Mobile Traffic Predictor Enhanced by Neighboring and Transportation Data	16
Planning of Survivable Wavelength-Switched Optical Networks Based on P2MP Transceivers	16
Over-the-Air Software-Defined Vehicle Updates Using Federated Fog Environment	16
Dependency-Aware Dynamic Task Offloading Based on Deep Reinforcement Learning in Mobile-Edge Computing	16
Network Services Anomalies in NFV: Survey, Taxonomy, and Verification Methods	16
Performance-Aware Orchestration of P4-Based Heterogeneous Cloud Environments	16
Adaptive Scheduling of Shared Grant-Free Resources for Heterogeneous Massive Machine type Communication in 5G and Beyond Networks	16
Improving Open Virtual Switch Performance Through Tuple Merge Relaxation in Software Defined Networks	16
Real-Time Classification of Real-Time Communications	16
Re-Scheduling IoT Services in Edge Networks	16
Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?	16
Resource Optimization and Delay Guarantee Virtual Network Function Placement for Mapping SFC Requests in Cloud Networks	16
Autonomous Flow Routing for Near Real-Time Quality of Service Assurance	16
MSFL: Model-Safeguarded Federated Learning With Intelligent Reflecting Surface for Industrial Networks	16
Interval Mean Estimation Under (ε,δ)-Local Differential Privacy	16
Service Prioritization in Information Centric Networking With Heterogeneous Content Providers	16
Energy Efficient Clustering and Resource Allocation Strategy for Ultra-Dense Networks: A Machine Learning Framework	16
An Online Entropy-Based DDoS Flooding Attack Detection System With Dynamic Threshold	15
Event-Triggered Sliding Mode Controller for Cognitive Internet of Things	15
Resource-Efficient Low-Rate DDoS Mitigation With Moving Target Defense in Edge Clouds	15
SHAPE: A Simultaneous Header and Payload Encoding Model for Encrypted Traffic Classification	15
Availability Model for Data Center Networks With Dynamic Migration and Multiple Traffic Flows	15
ML-Based IDPS Enhancement With Complementary Features for Home IoT Networks	15
DRel: Dynamically Assigning Per-Packet Reliability at the Transport Layer	15
Auditable Homomorphic-Based Decentralized Collaborative AI with Attribute-based Differential Privacy	15
EfShard: Toward Efficient State Sharding Blockchain via Flexible and Timely State Allocation	15
PA-Cache: Evolving Learning-Based Popularity- Aware Content Caching in Edge Networks	15
Robust Deployment Model for Parallelized Service Function Chains Against Uncertain Traffic Arrival Rates	15
Toward Security-Enhanced In-band Network Telemetry in Programmable Networks	15
Characterization and Prediction of Mobile-App Traffic Using Markov Modeling	15
Energy-Efficient Hierarchical Resource Allocation in Uplink–Downlink Decoupled NOMA HetNets	15