Chen Yang

According to our database, Chen Yang authored at least 25 papers between 2015 and 2022.

Collaborative distances:

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

2022

Reconfigurable switches for high performance and flexible MPI collectives.

Pouya Haghi, Anqi Guo, Qingqing Xiong, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Derek Schafer, Anthony Skjellum, Martin C. Herbordt

Concurr. Comput. Pract. Exp., 2022

2021

Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors.

Chunshu Wu, Tong Geng, Sahan Bandara, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

2020

A Communication-Efficient Multi-Chip Design for Range-Limited Molecular Dynamics.

Chunshu Wu, Tong Geng, Chen Yang, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

FPGAs in the Network and Novel Communicator Support Accelerate MPI Collectives.

Pouya Haghi, Anqi Guo, Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Justin T. Broaddus, Ryan J. Marshall, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Accelerating MPI Collectives with FPGAs in the Network and Novel Communicator Support.

Qingqing Xiong, Chen Yang, Pouya Haghi, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019

High-performance communication infrastructure design on FPGA-centric clusters

Chen Yang

PhD thesis, 2019

Fully Integrated On-FPGA Molecular Dynamics Simulations.

Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

CoRR, 2019

Fully integrated FPGA molecular dynamics simulations.

Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Chunshu Wu, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

Proceedings of the International Conference for High Performance Computing, 2019

O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning.

Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Wei Wu, Ang Li, Martin C. Herbordt

Proceedings of the ACM International Conference on Supercomputing, 2019

GhostSZ: A Transparent FPGA-Accelerated Lossy Compression Framework.

Qingqing Xiong, Rushi Patel, Chen Yang, Tong Geng, Anthony Skjellum, Martin C. Herbordt

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs.

Chen Yang, Tong Geng, Tianqi Wang, Charles Lin, Jiayi Sheng, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism.

Tong Geng, Tianqi Wang, Chunshu Wu, Chen Yang, Shuaiwen Leon Song, Ang Li, Martin C. Herbordt

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2018

Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks.

Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt

BMC Bioinform., 2018

Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures.

Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

High Performance Communication on Reconfigurable Clusters.

Jiayi Sheng, Chen Yang, Martin C. Herbordt

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing.

Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

High Performance Dynamic Communication on Reconfigurable Clusters.

Jiayi Sheng, Chen Yang, Tianqi Wang, Martin C. Herbordt

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters.

Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

2017

An FPGA-based data acquisition system for directional dark matter detection.

Chen Yang, Jiayi Sheng, Aravind Sridhar, Martin C. Herbordt, Catherine Nicoloff, James B. R. Battat

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

OpenCL for HPC with FPGAs: Case study in molecular electrostatics.

Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah, Vipin Sachdeva, Martin C. Herbordt

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics.

Jiayi Sheng, Chen Yang, Ahmed Sanaullah, Michael Papamichael, Adrian M. Caulfield, Martin C. Herbordt

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

2016

Collective Communication on FPGA Clusters with Static Scheduling.

Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt

SIGARCH Comput. Archit. News, 2016

Novo-G#: Large-scale reconfigurable computing with direct and programmable interconnects.

Alan D. George, Martin C. Herbordt, Herman Lam, Abhijeet G. Lawande, Jiayi Sheng, Chen Yang

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Application-Aware Collective Communication (Extended Abstract).

Jiayi Sheng, Qingqing Xiong, Chen Yang, Martin C. Herbordt

Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

2015

Hardware-efficient compressed sensing encoder designs for WBSNs.

Jiayi Sheng, Chen Yang, Martin C. Herbordt

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015