Guangming Liu

Orcid: 0000-0002-5630-7445

According to our database1, Guangming Liu authored at least 54 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Consensus of Linear Discrete-Time Connected Autonomous Vehicle Systems With Time Delays and Multiplicative Noise.
IEEE Trans. Intell. Transp. Syst., May, 2024

Intelligent optimization design of squeeze casting process parameters based on neural network and improved sparrow search algorithm.
J. Ind. Inf. Integr., 2024

A locally statistical active contour model for SAR image segmentation can be solved by denoising algorithms.
CoRR, 2024

Large-Scale Measurements and Prediction of DC-WAN Traffic.
IEEE Trans. Parallel Distributed Syst., May, 2023

Few-shot short-text classification with language representations and centroid similarity.
Appl. Intell., April, 2023

AngClust: Angle Feature-Based Clustering for Short Time Series Gene Expression Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Active contours driven by local and global intensity fitting energy with application to SAR image segmentation and its fast solvers.
CoRR, 2023

SAR image segmentation algorithms based on I-divergence-TV model.
CoRR, 2023

A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model.
CoRR, 2023

Identification of Age-associated Proteins and Functional Alterations in Human Retinal Pigment Epithelium.
Genom. Proteom. Bioinform., August, 2022

An Adaptive Video Transmission Mechanism over MEC-Based Content-Centric Networks.
Wirel. Commun. Mob. Comput., 2021

Examination of WAN traffic characteristics in a large-scale data center network.
Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

Channel Drop Out: A Simple Way to Prevent CNN from Overfitting in Motor Imagery Based BCI.
Proceedings of the Data Science, 2021

Design, Development, and Preliminary Experimental Analysis of a Novel Robotic Laparoscope with Continuum Mechanism.
Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

Firefly algorithm based on intelligent single particle learning.
Int. J. Comput. Sci. Math., 2020

COWCache: effective flash caching for Copy-on-Write virtual disks.
Clust. Comput., 2020

JCache: Journaling-Aware Flash Caching.
IEEE Access, 2020

WatCache: a workload-aware temporary cache on the compute side of HPC systems.
J. Supercomput., 2019

PathEmb: Random Walk Based Document Embedding for Global Pathway Similarity Search.
IEEE J. Biomed. Health Informatics, 2019

HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction.
IEEE J. Biomed. Health Informatics, 2019

Reducing the network overhead of user mobility-induced virtual machine migration in mobile edge computing.
Softw. Pract. Exp., 2019

CBase: Fast Virtual Machine storage data migration with a new data center structure.
J. Parallel Distributed Comput., 2019

Heterogeneous network propagation for herb target identification.
BMC Medical Informatics Decis. Mak., 2018

FTRP: a new fault tolerance framework using process replication and prefetching for high-performance computing.
Frontiers Inf. Technol. Electron. Eng., 2018

Heterogeneous network embedding for identifying symptom candidate genes.
J. Am. Medical Informatics Assoc., 2018

An Efficient Parallel Coding Scheme in Erasure-Coded Storage Systems.
IEICE Trans. Inf. Syst., 2018

Cross-layer coordination in the I/O software stack of extreme-scale systems.
Concurr. Comput. Pract. Exp., 2018

A Survey on Virtual Machine Migration: Challenges, Techniques, and Open Issues.
IEEE Commun. Surv. Tutorials, 2018

Rethinking Node Allocation Strategy for Data-intensive Applications in Consideration of Spatially Bursty I/O.
Proceedings of the 32nd International Conference on Supercomputing, 2018

Workload Characterization and Evolutionary Analyses of Tianhe-1A Supercomputer.
Proceedings of the Computational Science - ICCS 2018, 2018

Quota-constrained Job Submission Behavior at Commercial Supercomputer.
Proceedings of the Advanced Computer Architecture - 12th Conference, 2018

Further Exploit the Potential of I/O Forwarding by Employing File Striping.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Using Locality-Enhanced Distributed Memory Cache to Accelerate Applications on High Performance Computers.
Proceedings of the 2017 IEEE 3rd International Conference on Big Data Security on Cloud (BigDataSecurity), 2017

Overlapping Functional Modules Detection in PPI Network with Pairwise Constrained Nonnegative Matrix Tri-Factorization.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

NANI: an efficient community detection algorithm based on nested aggregation of node influence.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

Storage wall for exascale supercomputing.
Frontiers Inf. Technol. Electron. Eng., 2016

G2LC: Resources Autoscaling for Real Time Bioinformatics Applications in IaaS.
Comput. Math. Methods Medicine, 2015

Characterizing I/O workloads of HPC applications through online analysis.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

SFDC: File Access Pattern Aware Cache Framework for High-performance Computer.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

DDC: Distributed Data Collection Framework for Failure Prediction in Tianhe Supercomputers.
Proceedings of the Advanced Parallel Processing Technologies, 2015

Optimal Task Scheduling in MapReduce.
Proceedings of the 9th IEEE International Conference on Networking, 2014

A Throughput-Aware Analytical Performance Model for GPU Applications.
Proceedings of the Advanced Computer Architecture - 10th Annual Conference, 2014

Memory-Based High-Performance Optimization for High Concurrent Data-Intensive Problems.
Proceedings of the International Conference on Information Science and Applications, 2013

CPU Load Prediction Using Support Vector Regression and Kalman Smoother for Cloud.
Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

Mechanisms of Optimizing MapReduce Framework on High Performance Computer.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Materialization of a Comprehensive Digital City with CityMaker and ArcGIS.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

KSwSVR: A New Load Forecasting Method for Efficient Resources Provisioning in Cloud.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

Study on Spatial Model and Service Radius of Rural Areas and Agriculture Information Level in Yellow-River Delta.
Proceedings of the Computer and Computing Technologies in Agriculture V, 2011

Sensorless Pressure Control for Special Industrial Applications.
Proceedings of the Information and Automation - International Symposium, 2010

An Efficient Coding Scheme for Tolerating Double Disk Failures.
Proceedings of the 12th IEEE International Conference on High Performance Computing and Communications, 2010

FPGA-based Memory-efficient Parallel RNA Secondary Structure Prediction Accelerator Using SCFGs.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2009

A Distributed Shared Parallel IO System for HPC.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008

Configuration of the Galaxy Grid Node Environment.
Proceedings of the Grid and Cooperative Computing, 2004

A New High-Performance Distributed Shared I/O System.
Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003