Ligang He

Orcid: 0000-0002-5671-0576

According to our database1, Ligang He authored at least 166 papers between 2001 and 2024.

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Bibliography

2024
MMDataLoader: Reusing Preprocessed Data Among Concurrent Model Training Tasks.
IEEE Trans. Computers, February, 2024

A Data-Distillation-Enhanced Autoencoder for Detecting Anomalous Gas Consumption.
IEEE Internet Things J., January, 2024

LSGraph: A Locality-centric High-performance Streaming Graph Engine.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023
Multi-view stereo network with point attention.
Appl. Intell., November, 2023

Waterwave: A GPU Memory Flow Engine for Concurrent DNN Training.
IEEE Trans. Computers, October, 2023

TurboGNN: Improving the End-to-End Performance for Sampling-Based GNN Training on GPUs.
IEEE Trans. Computers, September, 2023

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing.
ACM Trans. Archit. Code Optim., September, 2023

TurboMGNN: Improving Concurrent GNN Training Tasks on GPU With Fine-Grained Kernel Fusion.
IEEE Trans. Parallel Distributed Syst., June, 2023

FedProf: Selective Federated Learning Based on Distributional Representation Profiling.
IEEE Trans. Parallel Distributed Syst., June, 2023

An adaptive workload-aware power consumption measuring method for servers in cloud data centers.
Computing, March, 2023

Self-Supervised Leaf Segmentation under Complex Lighting Conditions.
Pattern Recognit., 2023

Service-Aware Cooperative Task Offloading and Scheduling in Multi-access Edge Computing Empowered IoT.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023

Revealing Ongoing Sensor Attacks in Industrial Control System Via Setpoint Modification.
Proceedings of the IEEE Intl Conf on Dependable, 2023

PSMiner: A Pattern-Aware Accelerator for High-Performance Streaming Graph Pattern Mining.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022
Contention-aware prediction for performance impact of task co-running in multicore computers.
Wirel. Networks, 2022

vChecker: an application-level demand-based co-scheduler for improving the performance of parallel jobs in Xen.
Wirel. Networks, 2022

An On-Line Virtual Machine Consolidation Strategy for Dual Improvement in Performance and Energy Conservation of Server Clusters in Cloud Data Centers.
IEEE Trans. Serv. Comput., 2022

LoomIO: Object-Level Coordination in Distributed File Systems.
IEEE Trans. Parallel Distributed Syst., 2022

Developing an Unsupervised Real-Time Anomaly Detection Scheme for Time Series With Multi-Seasonality.
IEEE Trans. Knowl. Data Eng., 2022

PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Structure-Aware Storage Optimization for Out-of-Core Concurrent Graph Processing.
IEEE Trans. Computers, 2022

Deep cross-modal discriminant adversarial learning for zero-shot sketch-based image retrieval.
Neural Comput. Appl., 2022

Reinforcement Learning for Security-Aware Computation Offloading in Satellite Networks.
IEEE Internet Things J., 2022

Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment.
Sci. China Inf. Sci., 2022

Optimizing Offloading Strategies for Mobile Edge Cloud Systems.
Proceedings of the 7th IEEE International Conference on Smart Cloud, SmartCloud 2022, 2022

TDGraph: a topology-driven accelerator for high-performance streaming graph processing.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Modelling the offload of AI Tasks in Mobile Clouds.
Proceedings of the Thirteenth International Conference on Ubiquitous and Future Networks, 2022

Modelling Task Offloading Mobile Edge Computing.
Proceedings of the ICCDE 2022: The 8th International Conference on Computing and Data Engineering, Bangkok, Thailand, January 11, 2022

Allocating Resource Capacities for an Offload-enabled Mobile Edge Cloud System.
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2021
Feluca: A Two-Stage Graph Coloring Algorithm With Color-Centric Paradigm on GPU.
IEEE Trans. Parallel Distributed Syst., 2021

Accelerating Federated Learning Over Reliability-Agnostic Clients in Mobile Edge Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2021

An Efficiency-Boosting Client Selection Scheme for Federated Learning With Fairness Guarantee.
IEEE Trans. Parallel Distributed Syst., 2021

A Power Consumption Model for Cloud Servers Based on Elman Neural Network.
IEEE Trans. Cloud Comput., 2021

SAFA: A Semi-Asynchronous Protocol for Fast Federated Learning With Low Overhead.
IEEE Trans. Computers, 2021

TurboDL: Improving the CNN Training on GPU With Fine-Grained Multi-Streaming Scheduling.
IEEE Trans. Computers, 2021

Developing normalization schemes for data isolated distributed deep learning.
IET Cyper-Phys. Syst.: Theory & Appl., 2021

Variation-Incentive Loss Re-weighting for Regression Analysis on Biased Data.
CoRR, 2021

FedProf: Optimizing Federated Learning with Dynamic Data Profiling.
CoRR, 2021

LCCG: a locality-centric hardware accelerator for high throughput of concurrent graph processing.
Proceedings of the International Conference for High Performance Computing, 2021

Multi-Camera Logical Topology Inference via Conditional Probability Graph Convolution Network.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

MGGAN: Improving sample generations of Generative Adversarial Networks.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

2020
Minimizing Financial Cost of DDoS Attack Defense in Clouds With Fine-Grained Resource Management.
IEEE Trans. Netw. Sci. Eng., 2020

Optimizing the SSD Burst Buffer by Traffic Detection.
ACM Trans. Archit. Code Optim., 2020

MCAF: Developing an Annotation-Based Offloading Framework for Mobile Cloud Computing.
Sci. Program., 2020

A reformed task scheduling algorithm for heterogeneous distributed systems with energy consumption constraints.
Neural Comput. Appl., 2020

WolfGraph: The edge-centric graph processing on GPU.
Future Gener. Comput. Syst., 2020

A parameter-level parallel optimization algorithm for large-scale spatio-temporal data mining.
Distributed Parallel Databases, 2020

Developing a Semantic-Driven Hybrid Segmentation Method for Point Clouds of 3D Shapes.
IEEE Access, 2020

Developing an Image-Based 3D Model Editing Method.
IEEE Access, 2020

Developing a Parametric 3D Face Model Editing Algorithm.
IEEE Access, 2020

IEEE Access Special Section: Intelligent Data Sensing, Collection, and Dissemination in Mobile Computing.
IEEE Access, 2020

Developing a Reassembling Algorithm for Broken Objects.
IEEE Access, 2020

Developing a Loss Prediction-based Asynchronous Stochastic Gradient Descent Algorithm for Distributed Training of Deep Neural Networks.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019
A Latency-Aware Multiple Data Replicas Placement Strategy for Fog Computing.
J. Signal Process. Syst., 2019

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs.
ACM Trans. Storage, 2019

WolfPath: Accelerating Iterative Traversing-Based Graph Processing Algorithms on GPU.
Int. J. Parallel Program., 2019

SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead.
CoRR, 2019

Local Trend Inconsistency: A Prediction-driven Approach to Unsupervised Anomaly Detection in Multi-seasonal Time Series.
CoRR, 2019

Software-defined QoS for I/O in exascale computing.
CCF Trans. High Perform. Comput., 2019

A Novel Multimodal-Sequential Approach Based on Multi-View Features for Network Intrusion Detection.
IEEE Access, 2019

GraphM: an efficient storage system for high throughput of concurrent graph processing.
Proceedings of the International Conference for High Performance Computing, 2019

Developing the Parallelization Methods for Finding the All-Pairs Shortest Paths in Distributed Memory Architecture.
Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

2018
Deca: A Garbage Collection Optimizer for In-Memory Data Processing.
ACM Trans. Comput. Syst., 2018

Energy-efficient hadoop for big data analytics and computing: A systematic review and research insights.
Future Gener. Comput. Syst., 2018

Modelling and developing conflict-aware scheduling on large-scale data centres.
Future Gener. Comput. Syst., 2018

Concurrent hash tables on multicore machines: Comparison, evaluation and implications.
Future Gener. Comput. Syst., 2018

Graph Processing on GPUs: A Survey.
ACM Comput. Surv., 2018

Developing a pattern discovery method in time series data and its GPU acceleration.
Big Data Min. Anal., 2018

CGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing.
Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Data Fine-Pruning: A Simple Way to Accelerate Neural Network Training.
Proceedings of the Network and Parallel Computing, 2018

vGrouper: Optimizing the Performance of Parallel Jobs in Xen by Increasing Synchronous Execution of Virtual Machines.
Proceedings of the Network and Parallel Computing, 2018

Scheduling DAG Applications for Time Sharing Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

vPlacer: A Co-scheduler for Optimizing the Performance of Parallel Jobs in Xen.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Developing Offloading-Enabled Application Development Frameworks for Android Mobile Devices.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Modeling the Power Variability of Core Speed Scaling on Homogeneous Multicore Systems.
Sci. Program., 2017

Multi-resource scheduling and power simulation for cloud computing.
Inf. Sci., 2017

Developing an Efficient Pattern Discovery Method for CPU Utilizations of Computers.
Int. J. Parallel Program., 2017

Robot Cloud: Bridging the power of robotics and cloud computing.
Future Gener. Comput. Syst., 2017

Performance analysis and optimization for workflow authorization.
Future Gener. Comput. Syst., 2017

MURS: Mitigating Memory Pressure in Service-oriented Data Processing Systems.
CoRR, 2017

Developing power-aware scheduling mechanisms for computing systems virtualized by Xen.
Concurr. Comput. Pract. Exp., 2017

Developing Co-scheduling Mechanisms for Virtual Machines in Clouds.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Policy-Customized: A New Abstraction for Building Security as a Service.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

MURS: Mitigating Memory Pressure in Service-Oriented Data Processing System.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

2016
Redundant Network Traffic Elimination with GPU Accelerated Rabin Fingerprinting.
IEEE Trans. Parallel Distributed Syst., 2016

Developing Graph-Based Co-Scheduling Algorithms on Multicore Computers.
IEEE Trans. Parallel Distributed Syst., 2016

Resource Management in Virtualized Clouds.
Sci. Program., 2016

Lifetime-Based Memory Management for Distributed Data Processing Systems.
Proc. VLDB Endow., 2016

Developing the Cloud-integrated data replication framework in decentralized online social networks.
J. Comput. Syst. Sci., 2016

Developing a trustworthy computing framework for clouds.
Int. J. Embed. Syst., 2016

Enabling User-Policy-Confined VM Migration in Trusted Cloud Computing.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

2015
A Hybrid Chemical Reaction Optimization Scheme for Task Scheduling on Heterogeneous Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2015

Mammoth: Gearing Hadoop Towards Memory-Intensive MapReduce Applications.
IEEE Trans. Parallel Distributed Syst., 2015

Performance Optimization for Managing Massive Numbers of Small Files in Distributed File Systems.
IEEE Trans. Parallel Distributed Syst., 2015

Analyzing and Boosting the Data Availability in Decentralized Online Social Networks.
Int. J. Web Serv. Res., 2015

The uncertainty recovery analysis for interdependent infrastructure systems using the dynamic inoperability input-output model.
Int. J. Syst. Sci., 2015

Automatic Composition of Heterogeneous Models Based on Semantic Web Services.
Int. J. Parallel Program., 2015

Offload Decision Models and the Price of Anarchy in Mobile Cloud Application Ecosystems.
IEEE Access, 2015

Modelling the Bandwidth Allocation Problem in Mobile Service-Oriented Networks.
Proceedings of the 18th ACM International Conference on Modeling, 2015

Modelling and Optimizing Bandwidth Provision for Interacting Cloud Services.
Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

Modelling and Developing Co-scheduling Strategies on Multicore Processors.
Proceedings of the 44th International Conference on Parallel Processing, 2015

GPSA: A Graph Processing System with Actors.
Proceedings of the 44th International Conference on Parallel Processing, 2015

An efficient method for motif discovery in CPU host load.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Developing Energy-Aware Task Allocation Schemes in Cloud-Assisted Mobile Workflows.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
BAG: Managing GPU as Buffer Cache in Operating Systems.
IEEE Trans. Parallel Distributed Syst., 2014

Energy-Aware Data Allocation and Task Scheduling on Heterogeneous Multiprocessor Systems With Time Constraints.
IEEE Trans. Emerg. Top. Comput., 2014

Developing resource consolidation frameworks for moldable virtual machines in clouds.
Future Gener. Comput. Syst., 2014

Developing security-aware resource management strategies for workflows.
Future Gener. Comput. Syst., 2014

Optimizing Job Scheduling on Multicore Computers.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Modelling and Predicting the Data Availability in Decentralized Online Social Networks.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Developing a Pattern Discovery Model for Host Load Data.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Performance Analysis and Optimization for Stochastic Workflows Running under Authorization Constraints.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

Cadros: The Cloud-Assisted Data Replication in Decentralized Online Social Networks.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
A Fast RPC System for Virtual Machines.
IEEE Trans. Parallel Distributed Syst., 2013

A DAG scheduling scheme on heterogeneous computing systems using double molecular structure-based chemical reaction optimization.
J. Parallel Distributed Comput., 2013

Developing an optimized application hosting framework in Clouds.
J. Comput. Syst. Sci., 2013

VSA: An offline scheduling analyzer for Xen virtual machine monitor.
Future Gener. Comput. Syst., 2013

Towards Automated Memory Model Generation Via Event Tracing.
Comput. J., 2013

Research of Network Coding Data Collection Mechanism Based on the Rough Routing in Wireless Multi-hop Network.
Proceedings of the Web-Age Information Management, 2013

Modelling Energy-Aware Task Allocation in Mobile Workflows.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

A Graph based approach for Co-scheduling jobs on Multi-core computers.
Proceedings of the 2013 Imperial College Computing Student Workshop, 2013

iFlatLFS: Performance optimization for accessing massive small files.
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Analyzing the performance impact of authorization constraints and optimizing the authorization methods for workflows.
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Developing communication-aware service placement frameworks in the Cloud economy.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

2012
An uncertainty assessment of interdependent infrastructure systems and infrastructure sectors with natural disasters analysis.
Int. J. Syst. Syst. Eng., 2012

Modeling and analyzing the impact of authorization on workflow executions.
Future Gener. Comput. Syst., 2012

Chemical Reaction Optimization for Heterogeneous Computing Environments.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Allocating Resources for Workflows Running under Authorization Control.
Proceedings of the 13th ACM/IEEE International Conference on Grid Computing, 2012

From Mobiles to Clouds: Developing Energy-Aware Offloading Strategies for Workflows.
Proceedings of the 13th ACM/IEEE International Conference on Grid Computing, 2012

Performance Analysis for Workflow Management Systems under Role-Based Authorization Control.
Proceedings of the Advances in Grid and Pervasive Computing - 7th International Conference, 2012

2011
Managing dynamic enterprise and urgent workloads on clouds using layered queuing and historical performance models.
Simul. Model. Pract. Theory, 2011

Analyzing and Improving MPI Communication Performance in Overcommitted Virtualized Systems.
Proceedings of the MASCOTS 2011, 2011

Modelling and analyzing the authorization and execution of video workflows.
Proceedings of the 18th International Conference on High Performance Computing, 2011

Optimizing Resource Consumptions in Clouds.
Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011

EAPAC: An Enhanced Application Placement Framework for Data Centers.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

Dynamic Resource Allocation and Active Predictive Models for Enterprise Applications.
Proceedings of the CLOSER 2011, 2011

Modelling Workflow Executions under Role-Based Authorisation Control.
Proceedings of the IEEE International Conference on Services Computing, 2011

Dynamic Active Window Management: A Method for Improving Revenue Generation in Dynamic Enterprise Systems.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011

2009
CRBAC: Imposing multi-grained constraints on the RBAC model in the multi-application environment.
J. Netw. Comput. Appl., 2009

Performance prediction for running workflows under role-based authorization mechanisms.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008
A System for Dynamic Server Allocation in Application Server Clusters.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

Dynamic Resource Allocation in Enterprise Systems.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

2007
A scheduling algorithm for revenue maximisation for cluster-based Internet services.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

Partition-based Profit Optimisation for Multi-class Requests in Clusters of Servers.
Proceedings of ICEBE 2007, 2007

2006
Allocating Non-Real-Time and Soft Real-Time Jobs in Multiclusters.
IEEE Trans. Parallel Distributed Syst., 2006

Performance evaluation of scheduling applications with DAG topologies on multiclusters with independent local schedulers.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

2005
An Investigation into the Application of Different Performance Prediction Methods to Distributed Enterprise Applications.
J. Supercomput., 2005

The impact of predictive inaccuracies on execution scheduling.
Perform. Evaluation, 2005

Performance-Aware Workflow Management for Grid Computing.
Comput. J., 2005

Comparing Layered Queuing and Historical Performance Models of a Distributed Enterprise Application.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005

A Comparative Evaluation of Two Techniques for Predicting the Performance of Dynamic Enterprise Systems.
Proceedings of the Parallel Computing: Current & Future Issues of High-End Computing, 2005

ModellingWeb transfer Performance over Asymmetric Networks.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

Mapping DAG-based applications to multiclusters with background workload.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
Dynamic, capability-driven scheduling of DAG-based real-time jobs in heterogeneous clusters.
Int. J. High Perform. Comput. Netw., 2004

Hybrid performance-based workload management for multiclusters and grids.
IEE Proc. Softw., 2004

Performance-Aware Load Balancing for Multiclusters.
Proceedings of the Parallel and Distributed Processing and Applications, 2004

Optimising Static Workload Allocation in Multiclusters.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

An Investigation into the Application of Different Performance Prediction Techniques to e-Commerce Applications.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Dynamic Scheduling of Parallel Jobs with QoS Demands in Multiclusters and Grids.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

Hybrid Performance-Oriented Scheduling of Moldable Jobs with QoS Demands in Multiclusters and Grids.
Proceedings of the Grid and Cooperative Computing, 2004

Queueing Network-based Optimisation Techniques for Workload Allocation in Clusters of Computers.
Proceedings of the 2004 IEEE International Conference on Services Computing (SCC 2004), 2004

2003
Performance-Based Dynamic Scheduling of Hybrid Real-Time Applications on a Cluster of Hetrogeneous Workstations.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Dynamic Scheduling of Parallel Real-Time Jobs by Modelling Spare Capabilities in Heterogeneous Clusters.
Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003

2002
Optimal Dispatching and Scheduling for Both Periodic and Aperiodic Jobs in Cluster.
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

2001
Optimal Scheduling of Aperiodic Jobs on Cluster.
Proceedings of the Euro-Par 2001: Parallel Processing, 2001


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