Shizhong Xu

Orcid: 0000-0003-4942-6638

According to our database1, Shizhong Xu authored at least 92 papers between 1999 and 2024.

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Bibliography

2024
GA-GBLUP: leveraging the genetic algorithm to improve the predictability of genomic selection.
Briefings Bioinform., 2024

Optimizing Traffic Measurement Task Deployment in Programmable Networks.
Proceedings of the IEEE International Conference on Communications, 2024

Multi - Agent Reinforcement Learning for Backscattering Data Collection in Multi-UAV IoT.
Proceedings of the IEEE International Conference on Communications, 2024

Ring Sketch: A Generic, Low-Complexity, and Hardware-Friendly Traffic Measurement Framework over Sliding Windows.
Proceedings of the IEEE International Conference on Communications, 2024

2023
DRAM: A DRL-based resource allocation scheme for MAR in MEC.
Digit. Commun. Networks, June, 2023

ESCM: An Efficient and Secure Communication Mechanism for UAV Networks.
CoRR, 2023

Performance Analysis and Comparison of Non-ideal Wireless PBFT and RAFT Consensus Networks in 6G Communications.
CoRR, 2023

Performance Analysis of Non-ideal Wireless PBFT Networks with mmWave and Terahertz Signals.
Proceedings of the IEEE International Conference on Metaverse Computing, 2023

Deep Reinforcement Learning Based Fast Anomaly Detection and Localization for Programmable Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Symbiotic PBFT Consensus: Cognitive Backscatter Communications-enabled Wireless PBFT Consensus.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Virtualized Network Function Forwarding Graph Placing in SDN and NFV-Enabled IoT Networks: A Graph Neural Network Assisted Deep Reinforcement Learning Method.
IEEE Trans. Netw. Serv. Manag., 2022

Estimating genetic variance contributed by a quantitative trait locus: A random model approach.
PLoS Comput. Biol., 2022

FlexMon: A flexible and fine-grained traffic monitor for programmable networks.
J. Netw. Comput. Appl., 2022

An online auction-based incentive mechanism for soft-deadline tasks in Collaborative Edge Computing.
Future Gener. Comput. Syst., 2022

Joint optimization of dynamic resource allocation and packet scheduling for virtual switches in cognitive internet of vehicles.
EURASIP J. Adv. Signal Process., 2022

Resource allocation for network slicing in dynamic multi-tenant networks: A deep reinforcement learning approach.
Comput. Commun., 2022

Online Scheduling for Energy Minimization in Wireless Powered Mobile Edge Computing.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Age-Based Scheduling for Monitoring and Control Applications in Mobile Edge Computing Systems.
Proceedings of the IEEE INFOCOM 2022, 2022

Quantitative Genetics
Springer, ISBN: 978-3-030-83939-0, 2022

2021
An Online Scheduling Algorithm for Energy Minimization in Wireless Powered Mobile Edge Computing Networks.
CoRR, 2021

Online algorithm for migration aware Virtualized Network Function placing and routing in dynamic 5G networks.
Comput. Networks, 2021

P2S2O: Pseudonymous Polling System for Small Organizations.
Proceedings of the 6th International Conference on Internet of Things, 2021

A Shapley Value-Based Incentive Mechanism in Collaborative Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2021

NeuralMon: Graph Neural Network for Flow Measurement Allocation.
Proceedings of the IEEE Global Communications Conference, 2021

Design and Implementation of a Scalable Distributed DNS System.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020
The Joint Optimization of Online Traffic Matrix Measurement and Traffic Engineering For Software-Defined Networks.
IEEE/ACM Trans. Netw., 2020

Efficient measurement of round-trip link delays in software-defined networks.
J. Netw. Comput. Appl., 2020

Routing optimization for cloud services in SDN-based Internet of Things with TCAM capacity constraint.
J. Commun. Networks, 2020

CompRess: Composing overlay service resources for end-to-end network slices using semantic user intents.
Trans. Emerg. Telecommun. Technol., 2020

Rapid epistatic mixed-model association studies by controlling multiple polygenic effects.
Bioinform., 2020

Deshrinking ridge regression for genome-wide association studies.
Bioinform., 2020

FAST-RAM: A Fast AI-assistant Solution for Task Offloading and Resource Allocation in MEC.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Low Complexity Hierarchical Scheduling for Diverse Datacenter Jobs.
IEEE Commun. Lett., 2019

Mobile-aware service function chain migration in cloud-fog computing.
Future Gener. Comput. Syst., 2019

A coordinate descent approach for sparse Bayesian learning in high dimensional QTL mapping and genome-wide association studies.
Bioinform., 2019

Efficient multivariate analysis algorithms for longitudinal genome-wide association studies.
Bioinform., 2019

GWASpro: a high-performance genome-wide association analysis server.
Bioinform., 2019

On Orchestrating Service Function Chains in 5G Mobile Network.
IEEE Access, 2019

FlowMap: A Fine-Grained Flow Measurement Approach for Data-Center Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

ARM: An Accelerator for Resource Allocation in Mobile Edge Computing.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

FAIR-AREA: A Fast AI-Based Joint Optimization of Rate Adaptation and Resource Allocation for DASH.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
ProgLIMI: Programmable LInk Metric Identification in Software-Defined Networks.
IEEE/ACM Trans. Netw., 2018

Toward efficient parallel routing optimization for large-scale SDN networks using GPGPU.
J. Netw. Comput. Appl., 2018

MOSC: a method to assign the outsourcing of service function chain across multiple clouds.
Comput. Networks, 2018

A rapid epistatic mixed-model association analysis by linear retransformations of genomic estimated values.
Bioinform., 2018

JRmGRN: joint reconstruction of multiple gene regulatory networks with common hub genes using data from multiple tissues or conditions.
Bioinform., 2018

Towards Resource-Efficient Service Function Chain Deployment in Cloud-Fog Computing.
IEEE Access, 2018

Multi-scale Fusion with Context-aware Network for Object Detection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
JMAWR: joint optimization of monitoring trail allocation and wavelength routing with limited monitoring resources.
Photonic Netw. Commun., 2017

Erratum to: Genomic prediction using subsampling.
BMC Bioinform., 2017

Genomic prediction using subsampling.
BMC Bioinform., 2017

2016
PEPIS: A Pipeline for Estimating Epistatic Effects in Quantitative Trait Locus Mapping and Genome-Wide Association Studies.
PLoS Comput. Biol., 2016

Reducing the size of pending interest table for content-centric networks with hybrid forwarding.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Towards optimal outsourcing of service function chain across multiple clouds.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Towards Efficient and Lightweight Collaborative In-Network Caching for Content Centric Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Multiobjective Optimization for Green Network Routing in Game Theoretical Perspective.
IEEE J. Sel. Areas Commun., 2015

Multi-topology routing based egress selection approach to achieve hybrid intra-AS and inter-AS traffic engineering.
Int. J. Commun. Syst., 2015

Robustness and energy efficiency - a logical multi-topology scheme for time-varying traffic in IP networks.
IET Networks, 2015

NAM: association studies in multiple populations.
Bioinform., 2015

Towards accurate online traffic matrix estimation in software-defined networks.
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

On the deployment of information-centric network: Programmability and virtualization.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

TimeoutX: An Adaptive Flow Table Management Method in Software Defined Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Practical Approach to Identifying Additive Link Metrics with Shortest Path Routing.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
VICN: a versatile deployment framework for information-centric networks.
IEEE Netw., 2014

Dynamic Routing and Spectrum Allocation in Elastic Optical Networks With Mixed Line Rates.
JOCN, 2014

Evaluating the benefit of the core-edge separation on intradomain traffic engineering under uncertain traffic demand.
J. Netw. Comput. Appl., 2014

Dynamic topology management in optical datacenter networks.
Proceedings of the IEEE Global Communications Conference, 2014

AHTM: Achieving efficient flow table utilization in Software Defined Networks.
Proceedings of the IEEE Global Communications Conference, 2014

Cache Management for Information-centric Networking.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013
Load balance vs energy efficiency in traffic engineering: A game Theoretical Perspective.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Cost and delay tradeoff in three-stage switch architecture for data center networks.
Proceedings of the IEEE 14th International Conference on High Performance Switching and Routing, 2013

Profit-Based Caching for Information-centric Network.
Proceedings of the IEEE 11th International Conference on Dependable, 2013

2012
Monitoring Trail Allocation in all-optical networks with the Random Next Hop Policy.
Proceedings of the 13th IEEE International Conference on High Performance Switching and Routing, 2012

2011
Fast Empirical Bayesian LASSO for Multiple Quantitative Trait Locus Mapping.
BMC Bioinform., 2011

A stochastic expectation and maximization algorithm for detecting quantitative trait-associated genes.
Bioinform., 2011

Identification of Biomarkers for Prostate Cancer Prognosis Using a Novel Two-Step Cluster Analysis.
Proceedings of the Pattern Recognition in Bioinformatics, 2011

ERMAO: An Enhanced Intradomain Traffic Engineering Approach in LISP-Capable Networks.
Proceedings of the Global Communications Conference, 2011

2010
A New Heuristic for Monitoring Trail Allocation in All-Optical WDM Networks.
Proceedings of the Global Communications Conference, 2010

2009
Association Study between Gene Expression and Multiple Relevant Phenotypes with Cluster Analysis.
Proceedings of the Evolutionary Computation, 2009

2008
Detection of Quantitative Trait Associated Genes Using Cluster Analysis.
Proceedings of the Evolutionary Computation, 2008

2007
Interleaved Traffic Splitting: A promising technique to solve False Timeout.
Comput. Commun., 2007

Time Delay Based Clustering in Wireless Sensor Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Traffic Aided Opportunistic Scheduling with QoS Support for Multiservice CDMA Uplink.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Opportunistic Scheduling with Multiple QoS Constraints in Wireless Multiservice Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

A Method of Pair-Wise Key Distribution and Management in Distributed Wireless Sensor Networks.
Proceedings of the Mobile Ad-Hoc and Sensor Networks, Third International Conference, 2007

A New ILP-Based p-Cycle Construction Algorithm without Candidate Cycle Enumeration.
Proceedings of IEEE International Conference on Communications, 2007

ILP Formulation for p-Cycle Construction Based on Flow Conservation.
Proceedings of the Global Communications Conference, 2007

2004
Supervised cluster analysis for microarray data based on multivariate Gaussian mixture.
Bioinform., 2004

2002
New QoS measures for routing and wavelength assignment in WDM networks.
Proceedings of the IEEE International Conference on Communications, 2002

2000
Dynamic routing and assignment of wavelength algorithms in multifiber wavelength division multiplexing networks.
IEEE J. Sel. Areas Commun., 2000

Wavelength assignment for dynamic traffic in WDM networks.
Proceedings of the IEEE International Conference on Networks 2000: Networking Trends and Challenges in the New Millennium, 2000

1999
Dynamic routing and assignment of wavelength algorithms in multi-fiber wavelength division multiplexing networks.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 1999), 1999


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