FPDeep: Acceleration and load balancing of CNN training on FPGA clusters T Geng, T Wang, A Sanaullah, C Yang, R Xu, R Patel, M Herbordt 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom …, 2018 | 47 | 2018 |
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics J Sheng, C Yang, A Sanaullah, M Papamichael, A Caulfield, MC Herbordt 2017 27th International Conference on Field Programmable Logic and …, 2017 | 32 | 2017 |
A framework for acceleration of CNN training on deeply-pipelined FPGA clusters with work and weight load balancing T Geng, T Wang, A Sanaullah, C Yang, R Patel, M Herbordt 2018 28th International Conference on Field Programmable Logic and …, 2018 | 23 | 2018 |
Fpga hpc using opencl: Case study in 3d fft A Sanaullah, MC Herbordt Proceedings of the 9th International Symposium on Highly-Efficient …, 2018 | 23 | 2018 |
OpenCL for HPC with FPGAs: Case study in molecular electrostatics C Yang, J Sheng, R Patel, A Sanaullah, V Sachdeva, MC Herbordt 2017 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2017 | 23 | 2017 |
FPGA-Accelerated Particle-Grid Mapping A Sanaullah, A Khoshparvar, MC Herbordt 2016 IEEE 24th Annual International Symposium on Field-Programmable Custom …, 2016 | 18 | 2016 |
Fully integrated FPGA molecular dynamics simulations C Yang, T Geng, T Wang, R Patel, Q Xiong, A Sanaullah, C Wu, J Sheng, ... Proceedings of the International Conference for High Performance Computing …, 2019 | 17 | 2019 |
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks A Sanaullah, C Yang, Y Alexeev, K Yoshii, MC Herbordt BMC bioinformatics 19 (18), 19-31, 2018 | 17 | 2018 |
An empirically guided optimization framework for FPGA OpenCL A Sanaullah, R Patel, M Herbordt 2018 International Conference on Field-Programmable Technology (FPT), 46-53, 2018 | 16 | 2018 |
Design and implementation of a low cost Solar Panel emulator A Sanaullah, HA Khan 2015 IEEE 42nd Photovoltaic Specialist Conference (PVSC), 1-5, 2015 | 15 | 2015 |
Unlocking performance-programmability by penetrating the intel FPGA OpenCL toolflow A Sanaullah, MC Herbordt 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-8, 2018 | 13 | 2018 |
Design and implementation of a low cost solar PV backup system for low reliability grids A Sanaullah, N Qaiser, HA Khan 4th International Conference on Power Engineering, Energy and Electrical …, 2013 | 7 | 2013 |
SimBSP: Enabling RTL Simulation for Intel FPGA OpenCL Kernels A Sanaullah, C Yang, D Crawley, M Herbordt Proc. Heterogeneous High Performance Reconfigurable Computing, 2018 | 6 | 2018 |
Accelerated Particle-Grid Mapping A Sanaullah, K Lewis, M Herbordt Proceedings of the ACM/IEEE International Conference for High Performance …, 2016 | 6 | 2016 |
FPDeep: A Framework for CNN Training Acceleration on FPGA Clusters T Geng, T Wang, A Sanaullah, C Yang, R Xuy, R Patel, M Herbordt Proc. IEEE Conf. on Field Programmable Logic and Applications, 2018 | 5 | 2018 |
OpenCL for HPC/FPGAs: Case Study with 3D FFT A Sanaullah, M Herbordt Proceedings of Heterogeneous High Performance Reconfigurable Computing (H2RC), 2017 | 5 | 2017 |
Application aware tuning of reconfigurable multi-layer perceptron architectures A Sanaullah, C Yang, Y Alexeev, K Yoshii, MC Herbordt 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-9, 2018 | 4 | 2018 |
GPU-accelerated charge mapping A Sanaullah, SA Mojumder, KM Lewis, MC Herbordt 2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2016 | 3 | 2016 |
Benchmarking heterogeneous hpc systems including reconfigurable fabrics: Community aspirations for ideal comparisons P Jamieson, A Sanaullah, M Herbordt 2018 IEEE High Performance extreme Computing Conference (HPEC), 1-6, 2018 | 2 | 2018 |
TRIP: An Ultra-Low Latency, Teraflops/s Reconfigurable Inference Processor for Multi-Layer Perceptrons A Sanaullah, C Yang, Y Alexeev, K Yoshi, M Herbordt Proc. ACM/IEEE Int. Conf. for High Performance Computing, Networking …, 2017 | 2 | 2017 |