Fengguang Song

According to our database, Fengguang Song authored at least 48 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Efficient in-situ workflow planning for geographically distributed heterogeneous environments.

Feng Li, Fengguang Song

Future Gener. Comput. Syst., December, 2023

A Distributed-GPU Deep Reinforcement Learning System for Solving Large Graph Optimization Problems.

Weijian Zheng, Dali Wang, Fengguang Song

ACM Trans. Parallel Comput., June, 2023

INSTANT: A Runtime Framework to Orchestrate In-Situ Workflows.

Feng Li, Fengguang Song

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

2022

CyberWater: An Open Framework for Data and Model Integration in Water Science and Engineering.

Ranran Chen, Feng Li, Drew Bieger, Fengguang Song, Yao Liang, Daniel Luna, Ryan Young, Xu Liang, Sudhakar Pamidighantam

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Designing a parallel Feel-the-Way clustering algorithm on HPC systems.

Weijian Zheng, Dali Wang, Fengguang Song

Int. J. High Perform. Comput. Appl., 2021

OpenGraphGym-MG: Using Reinforcement Learning to Solve Large Graph Optimization Problems on MultiGPU Systems.

Weijian Zheng, Dali Wang, Fengguang Song

CoRR, 2021

X-composer: enabling cross-environments in-situ workflows between HPC and cloud.

Feng Li, Dali Wang, Feng Yan, Fengguang Song

Proceedings of the PASC '21: Platform for Advanced Scientific Computing Conference, 2021

Designing a 3D Parallel Memory-Aware Lattice Boltzmann Algorithm on Manycore Systems.

Yuankun Fu, Fengguang Song

Proceedings of the Euro-Par 2021: Parallel Processing, 2021

Accelerating complex modeling workflows in CyberWater using on-demand HPC/Cloud resources.

Feng Li, Ranran Chen, Yuankun Fu, Fengguang Song, Yao Liang, Isuru Ranawaka, Sudhakar Pamidighantam, Daniel Luna, Xu Liang

Proceedings of the 17th IEEE International Conference on eScience, 2021

2020

SDN helps Big Data to optimize access to data.

Yuankun Fu, Fengguang Song

CoRR, 2020

ElasticBroker: Combining HPC with Cloud to Provide Realtime Insights into Simulations.

Feng Li, Dali Wang, Feng Yan, Fengguang Song

CoRR, 2020

Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning.

Bob Zigon, Fengguang Song

Proceedings of the Computational Science - ICCS 2020, 2020

OpenGraphGym: A Parallel Reinforcement Learning Framework for Graph Optimization Problems.

Weijian Zheng, Dali Wang, Fengguang Song

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Building a scientific workflow framework to enable real-time machine learning and visualization.

Feng Li, Fengguang Song

Concurr. Comput. Pract. Exp., 2019

FQL: An Extensible Feature Query Language and Toolkit on Searching Software Characteristics for HPC Applications.

Weijian Zheng, Dali Wang, Fengguang Song

Proceedings of the Tools and Techniques for High Performance Computing, 2019

XScan: An Integrated Tool for Understanding Open Source Community-Based Scientific Code.

Weijian Zheng, Dali Wang, Fengguang Song

Proceedings of the Computational Science - ICCS 2019, 2019

An Extended Roofline Model with Communication-Awareness for Distributed-Memory HPC Systems.

David Cardwell, Fengguang Song

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2019

Userland CO-PAGER: boosting data-intensive applications with non-volatile memory, userspace paging.

Feng Li, Daniel G. Waddington, Fengguang Song

Proceedings of the 3rd International Conference on High Performance Compilation, 2019

2018

Interactive 3D simulation for fluid-structure interactions using dual coupled GPUs.

Bob Zigon, Luoding Zhu, Fengguang Song

J. Supercomput., 2018

Scaling Up Parallel Computation of Tiled QR Factorizations by a Distributed Scheduling Runtime System and Analytical Modeling.

Weijian Zheng, Fengguang Song, Lan Lin, Zizhong Chen

Parallel Process. Lett., 2018

On A Simpler and Faster Derivation of Single Use Reliability Mean and Variance for Model-Based Statistical Testing (S).

Yufeng Xue, Lan Lin, Xin Sun, Fengguang Song

Proceedings of the 30th International Conference on Software Engineering and Knowledge Engineering, 2018

Designing a Parallel Memory-Aware Lattice Boltzmann Algorithm on Manycore Systems.

Yuankun Fu, Feng Li, Fengguang Song, Luoding Zhu

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Performance analysis and optimization of in-situ integration of simulation with data analysis: zipping applications up.

Yuankun Fu, Feng Li, Fengguang Song, Zizhong Chen

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

2017

A Real-Time Machine Learning and Visualization Framework for Scientific Workflows.

Feng Li, Fengguang Song

Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017

A Simpler and More Direct Derivation of System Reliability Using Markov Chain Usage Models.

Lan Lin, Yufeng Xue, Fengguang Song

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Designing a Synchronization-reducing Clustering Method on Manycores: Some Issues and Improvements.

Weijian Zheng, Fengguang Song, Lan Lin

Proceedings of the Machine Learning on HPC Environments, 2017

Correcting soft errors online in fast fourier transform.

Xin Liang, Jieyang Chen, Dingwen Tao, Sihuan Li, Panruo Wu, Hongbo Li, Kaiming Ouyang, Yuanlai Liu, Fengguang Song, Zizhong Chen

Proceedings of the International Conference for High Performance Computing, 2017

OptiMatch: Enabling an Optimal Match between Green Power and Various Workloads for Renewable-Energy Powered Storage Systems.

Xiaoyang Qu, Jiguang Wan, Fengguang Song, Xiaozhao Zhuang, Fei Wu, Changsheng Xie

Proceedings of the 46th International Conference on Parallel Processing, 2017

2016

An Algorithm for Forward Reduction in Sequence-Based Software Specification.

Lan Lin, Yufeng Xue, Fengguang Song

Int. J. Softw. Eng. Knowl. Eng., 2016

suCAQR: A Simplified Communication-Avoiding QR Factorization Solver Using the TBLAS Framework.

Weijian Zheng, Fengguang Song, Lan Lin, Zizhong Chen

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

Modeling and Implementation of an Asynchronous Approach to Integrating HPC and Big Data Analysis.

Yuankun Fu, Fengguang Song, Luoding Zhu

Proceedings of the International Conference on Computational Science 2016, 2016

2015

A scalable approach to solving dense linear algebra problems on hybrid CPU-GPU systems.

Fengguang Song, Jack J. Dongarra

Concurr. Comput. Pract. Exp., 2015

Quality Assurance through Rigorous Software Specification and Testing: A Case Study.

Lan Lin, Jia He, Yong Zhang, Fengguang Song

Proceedings of the 2015 International Conference on Soft Computing and Software Engineering, 2015

LBM-IB: A Parallel Library to Solve 3D Fluid-Structure Interaction Problems on Manycore Systems.

Prateek Nagar, Fengguang Song, Luoding Zhu, Lan Lin

Proceedings of the 44th International Conference on Parallel Processing, 2015

2014

Scaling up matrix computations on shared-memory manycore systems with 1000 CPU cores.

Fengguang Song, Jack J. Dongarra

Proceedings of the 2014 International Conference on Supercomputing, 2014

2013

KV-Cache: A Scalable High-Performance Web-Object Cache for Manycore.

Daniel G. Waddington, Juan A. Colmenares, Jilong Kuang, Fengguang Song

Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

Implementing a high-performance recommendation system using Phoenix++.

Chongxiao Cao, Fengguang Song, Daniel G. Waddington

Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

2012

A scalable framework for heterogeneous GPU-based clusters.

Fengguang Song, Jack J. Dongarra

Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures, 2012

Enabling and scaling matrix computations on heterogeneous multi-core and multi-GPU systems.

Fengguang Song, Stanimire Tomov, Jack J. Dongarra

Proceedings of the International Conference on Supercomputing, 2012

2010

Scalable Tile Communication-Avoiding QR Factorization on Multicore Cluster Systems.

Fengguang Song, Hatem Ltaief, Bilel Hadri, Jack J. Dongarra

Proceedings of the Conference on High Performance Computing Networking, 2010

2009

Dynamic task scheduling for linear algebra algorithms on distributed-memory multicore systems.

Fengguang Song, Asim YarKhan, Jack J. Dongarra

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

A Scalable Non-blocking Multicast Scheme for Distributed DAG Scheduling.

Fengguang Song, Jack J. Dongarra, Shirley Moore

Proceedings of the Computational Science, 2009

Analytical modeling and optimization for affinity based thread scheduling on multicore systems.

Fengguang Song, Shirley Moore, Jack J. Dongarra

Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

2007

L2 Cache Modeling for Scientific Applications on Chip Multi-Processors.

Fengguang Song, Shirley Moore, Jack J. Dongarra

Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

Feedback-directed thread scheduling with memory considerations.

Fengguang Song, Shirley Moore, Jack J. Dongarra

Proceedings of the 16th International Symposium on High-Performance Distributed Computing (HPDC-16 2007), 2007

2006

Performance Instrumentation and Compiler Optimizations for MPI/OpenMP Applications.

Oscar R. Hernandez, Fengguang Song, Barbara M. Chapman, Jack J. Dongarra, Bernd Mohr, Shirley Moore, Felix Wolf

Proceedings of the OpenMP Shared Memory Parallel Programming - International Workshops, 2006

2005

Automatic Experimental Analysis of Communication Patterns in Virtual Topologies.

Nikhil Bhatia, Fengguang Song, Felix Wolf, Jack J. Dongarra, Bernd Mohr, Shirley Moore

Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005

2004

An Algebra for Cross-Experiment Performance Analysis.

Fengguang Song, Felix Wolf, Nikhil Bhatia, Jack J. Dongarra, Shirley Moore

Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004