FineMon: An Innovative Adaptive Network Telemetry Scheme for Fine-Grained, Multi-Metric Data Monitoring with Dynamic Frequency Adjustment and Enhanced Data Recovery.

[BibT_eX]

[DOI]

Haojie Ji

Kun Xie

Proc. ACM Manag. Data, February, 2024

Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., January, 2024

HCVC: A High-Capacity Off-Chain Virtual Channel Scheme Based on Bidirectional Locking Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

M$^{2}$STL: Multi-Range Multi-Level Spatial-Temporal Learning Model for Network Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

CS-Sketch: Compressive Sensing Enhanced Sketch for Full Traffic Measurement.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2024

Fusion Graph Structure Learning-Based Multivariate Time Series Anomaly Detection With Structured Prior Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Hyperspectral Image Denoising via $L_{0}$ Regularized Low-Rank Tucker Decomposition.

[BibT_eX]

[DOI]

Xin Tian

Kun Xie

Hanling Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

TMHD: Twin-Bridge Scheduling of Multi-Heterogeneous Dependent Tasks for Edge Computing.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2024

Dynamic multi-scale spatial-temporal graph convolutional network for traffic flow prediction.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2024

A Robust Low-Rank Tensor Decomposition and Quantization based Compression Method.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Multi-Graph Structure Learning-based Multivariate Time Series Anomaly Detection with Extended Prior Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

On-Line Network Traffic Anomaly Detection Based on Tensor Sketch.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., December, 2023

Low cost network traffic measurement and fast recovery via redundant row subspace-based matrix completion.

[BibT_eX]

[DOI]

Connect. Sci., December, 2023

Deep Adversarial Tensor Completion for Accurate Network Traffic Measurement.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., October, 2023

A joint matrix factorization and clustering scheme for irregular time series data.

[BibT_eX]

[DOI]

Inf. Sci., October, 2023

Multi-graph fusion based graph convolutional networks for traffic prediction.

[BibT_eX]

[DOI]

Comput. Commun., October, 2023

Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., August, 2023

EC-GCN: A encrypted traffic classification framework based on multi-scale graph convolution networks.

[BibT_eX]

[DOI]

Comput. Networks, April, 2023

Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., February, 2023

A Crowd-Aided Vehicular Hybrid Sensing Framework for Intelligent Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., February, 2023

Tripartite Graph Aided Tensor Completion For Sparse Network Measurement.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2023

Low Cost Online Network Traffic Measurement With Subspace-Based Matrix Completion.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2023

TreeSensing: Linearly Compressing Sketches with Flexibility.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Parameter-Efficient Log Anomaly Detection based on Pre-training model and LORA.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

RecMon: A Deep Learning-based Data Recovery System for Network Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

LightNestle: Quick and Accurate Neural Sequential Tensor Completion via Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Fast Retrieval of Large Entries With Incomplete Measurement Data.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2022

A Novel Sequence Tensor Recovery Algorithm for Quick and Accurate Anomaly Detection.

[BibT_eX]

[DOI]

Wenbin Huang

Kun Xie

Jie Li

IEEE Trans. Netw. Sci. Eng., 2022

BhBF: A Bloom Filter Using Bh Sequences for Multi-set Membership Query.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2022

A Low-Rank Tensor Decomposition Model With Factors Prior and Total Variation for Impulsive Noise Removal.

[BibT_eX]

[DOI]

Xin Tian

Kun Xie

Hanling Zhang

IEEE Trans. Image Process., 2022

Multi-range bidirectional mask graph convolution based GRU networks for traffic prediction.

[BibT_eX]

[DOI]

J. Syst. Archit., 2022

Multi-View Matrix Factorization for Sparse Mobile Crowdsensing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Graph learning-based spatial-temporal graph convolutional neural networks for traffic forecasting.

[BibT_eX]

[DOI]

Connect. Sci., 2022

Order-preserved Tensor Completion For Accurate Network-wide Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

NMMF-Stream: A Fast and Accurate Stream-Processing Scheme for Network Monitoring Data Recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Lightweight Trilinear Pooling based Tensor Completion for Network Traffic Monitoring.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Efficiently Inferring Top-k Largest Monitoring Data Entries Based on Discrete Tensor Completion.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2021

A Stateful Bloom Filter for Per-Flow State Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

Online MECG Compression Based on Incremental Tensor Decomposition for Wearable Devices.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Multivariate Time Series Forecasting exploiting Tensor Projection Embedding and Gated Memory Network.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Expectile Tensor Completion to Recover Skewed Network Monitoring Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Low Cost Sparse Network Monitoring Based on Block Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Accurate and Fast Recovery of Network Monitoring Data With GPU-Accelerated Tensor Completion.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Accurate and Fast Recovery of Network Monitoring Data: A GPU Accelerated Matrix Completion.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

Quick and Accurate False Data Detection in Mobile Crowd Sensing.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2020

A novel localised network coding-based overhearing strategy.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2020

Neural Tensor Completion for Accurate Network Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Distributed Multi-Dimensional Pricing for Efficient Application Offloading in Mobile Cloud Computing.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Synthesizing Privacy Preserving Traces: Enhancing Plausibility With Social Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

Accurate Recovery of Missing Network Measurement Data With Localized Tensor Completion.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2019

A Hybrid Model for Short-Term Traffic Volume Prediction in Massive Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Interference-Aware Multisource Transmission in Multiradio and Multichannel Wireless Network.

[BibT_eX]

[DOI]

IEEE Syst. J., 2019

Interference-Aware Routing for Difficult Wireless Sensor Network Environment with SWIPT.

[BibT_eX]

[DOI]

Sensors, 2019

A new evolutionary neural networks based on intrusion detection systems using locust swarm optimization.

[BibT_eX]

[DOI]

Evol. Intell., 2019

Path Splitted and Energy Efficient Virtual Network Function Chains Embedding.

[BibT_eX]

[DOI]

IEEE Access, 2019

Active Sparse Mobile Crowd Sensing Based on Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Efficiently Inferring Top-k Elephant Flows based on Discrete Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Quick and Accurate False Data Detection in Mobile Crowd Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Online Internet Anomaly Detection With High Accuracy: A Fast Tensor Factorization Solution.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Multi-Source Multicast Routing with QoS Constraints in Network Function Virtualization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Data Temperature-Aware Bloom Filters for Flash-Based Storage.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Accurate Recovery of Internet Traffic Data: A Sequential Tensor Completion Approach.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Accurate Recovery of Internet Traffic Data Under Variable Rate Measurements.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

On-Line Anomaly Detection With High Accuracy.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2018

Low Cost and High Accuracy Data Gathering in WSNs with Matrix Completion.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

A new evolutionary neural networks based on intrusion detection systems using multiverse optimization.

[BibT_eX]

[DOI]

Ilyas Benmessahel

Kun Xie

Mouna Chellal

Appl. Intell., 2018

Efficient Performance Monitoring for Ubiquitous Virtual Networks Based on Matrix Completion.

[BibT_eX]

[DOI]

IEEE Access, 2018

Missing Data Recovery Based on Tensor-CUR Decomposition.

[BibT_eX]

[DOI]

IEEE Access, 2018

Energy-Aware Routing for SWIPT in Multi-Hop Energy-Constrained Wireless Network.

[BibT_eX]

[DOI]

IEEE Access, 2018

Graph based Tensor Recovery for Accurate Internet Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Local Tensor Completion Based on Locality Sensitive Hashing.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Divide and Conquer for Fast SRLG Disjoint Routing.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Efficient Load Balancing and Multicasting for Uncertain-Source SDN: Real-Time Link-Cost Monitoring.

[BibT_eX]

[DOI]

Thabo Semong

Kun Xie

Proceedings of the Software Engineering and Algorithms in Intelligent Systems, 2018

2017

Fast Tensor Factorization for Accurate Internet Anomaly Detection.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

Recover Corrupted Data in Sensor Networks: A Matrix Completion Solution.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

PPNC: Privacy Preserving Scheme for Random Linear Network Coding in Smart Grid.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2017

An efficient privacy-preserving compressive data gathering scheme in WSNs.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Accurate traffic matrix completion based on multi-Gaussian models.

[BibT_eX]

[DOI]

Huibin Zhou

Dafang Zhang

Kun Xie

Comput. Commun., 2017

Simultaneous Wireless Information and Power Transfer for Multi-hop Energy-Constrained Wireless Network.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2017

Fast low-rank matrix approximation with locality sensitive hashing for quick anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Accurate recovery of internet traffic data under dynamic measurements.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

A Multi-objective Optimization Scheduling Method Based on the Improved Differential Evolution Algorithm in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing and Security - Third International Conference, 2017

2016

Cooperative Routing With Relay Assignment in Multiradio Multihop Wireless Networks.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

Interference-Aware Cooperative Communication in Multi-Radio Multi-Channel Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2016

A splitting-after-merging approach to multi-FIB compression and fast refactoring in virtual routers.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2016

Pre-scheduled handoff for service-aware and seamless internet access.

[BibT_eX]

[DOI]

Comput. Networks, 2016

Robust Spatio-temporal Tensor Recovery for Internet Traffic Data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Power-Bandwidth Aware Cooperative Routing in Multi-radio Multi-channel Wireless Network.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Interference-Aware Multi-source Transmission.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Bloom-Filter-Based Profile Matching for Proximity-Based Mobile Social Networking.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Accurate recovery of Internet traffic data: A tensor completion approach.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

An Approach of Anti-Eavesdropping Linear Network Coding in Wireless Network.

[BibT_eX]

[DOI]

Zuoting Ning

Dafang Zhang

Kun Xie

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

Decentralized Context Sharing in Vehicular Delay Tolerant Networks with Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

A Novel Secure Coding-Based Approach for Multi-cast Transmission.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

Busy tone-based channel access control for cooperative communication.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2015

Pushing Towards the Limit of Sampling Rate: Adaptive Chasing Sampling.

[BibT_eX]

[DOI]

Ying Li

Kun Xie

Xin Wang

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Spatio-temporal tensor completion for imputing missing internet traffic data.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Sequential and adaptive sampling for matrix completion in network monitoring systems.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Road condition gathering with vehicular DTN.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

An Intimacy-Based Algorithm for Social Network Community Detection.

[BibT_eX]

[DOI]

Yi Zheng

Dafang Zhang

Kun Xie

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

An Efficient Privacy-Preserving Compressive Data Gathering Scheme in WSNs.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A Distributed Joint Cooperative Routing and Channel Assignment in Multi-radio Wireless Mesh Network.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A Group XOR-ing Coding Strategy Based on Wireless Network Overhearing.

[BibT_eX]

[DOI]

Zuoting Ning

Dafang Zhang

Kun Xie

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

A GPU Based Fast Community Detection Implementation for Social Network.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Privacy Preserving for Network Coding in Smart Grid.

[BibT_eX]

[DOI]

Shiming He

Weini Zeng

Kun Xie

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Completion Time-Aware Flow Scheduling in Heterogenous Networks.

[BibT_eX]

[DOI]

Shiming He

Kun Xie

Dafang Zhang

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

2014

Channel Aware Opportunistic Routing in Multi-Radio Multi-Channel Wireless Mesh Networks.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2014

CVMIMOR: cooperative virtual MIMO routing in wireless networks.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2014

Opportunistic routing for multiple multicast flows in wireless mesh networks.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2014

JORCA: joint opportunistic routing and channel assignment.

[BibT_eX]

[DOI]

Int. J. Embed. Syst., 2014

Network coding overhearing management policies based on data packet switching and sorting algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Smart Computing, 2014

Cooperative routing with relay assignment in multi-radio multi-hop wireless networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

Routing and channel assignment in wireless cooperative networks.

[BibT_eX]

[DOI]

Proceedings of the International Wireless Communications and Mobile Computing Conference, 2014

Learning from the Past: Intelligent On-Line Weather Monitoring Based on Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

2013

Optimal Resource Allocation for Reliable and Energy Efficient Cooperative Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2013

Distributed load-balancing algorithm for fast tag reading.

[BibT_eX]

[DOI]

Kun Xie

Jiannong Cao

Jigang Wen

Int. J. Parallel Emergent Distributed Syst., 2013

Optimal Relay Assignment and Power Allocation for Cooperative Communications.

[BibT_eX]

[DOI]

Kun Xie

Jiannong Cao

Jigang Wen

J. Comput. Sci. Technol., 2013

2012

A Cooperative Routing Algorithm for Maximizing Network Lifetime.

[BibT_eX]

[DOI]

Proceedings of the Advances in Wireless Sensor Networks, 2012

A Candidate Forwarder Set Based Channel Assignment for Opportunistic Routing in Multi-radio Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Wireless Sensor Networks, 2012

2011

User density sensitive P2P streaming in wireless mesh networks.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2011

A Simple Channel Assignment for Opportunistic Routing in Multi-radio Multi-channel Wireless Mesh Networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Mobile Ad-hoc and Sensor Networks, 2011

2009

HAWK: Real-World Implementation of High-Performance Heterogeneous Wireless Network for Internet Access.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS 2009 Workshops), 2009

2007

A Scalable Bloom Filter for Membership Queries.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

Kun Xie

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