Ahmed Sanaullah

According to our database, Ahmed Sanaullah authored at least 24 papers between 2016 and 2023.

Collaborative distances:

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

2023

On-the-fly Data Transformation in Action.

Ju Hyoung Mun, Konstantinos Karatsenidis, Tarikul Islam Papon, Shahin Roozkhosh, Denis Hoornaert, Ulrich Drepper, Ahmed Sanaullah, Renato Mancuso, Manos Athanassoulis

Proc. VLDB Endow., 2023

Relational Fabric: Transparent Data Transformation.

Tarikul Islam Papon, Ju Hyoung Mun, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Improved Models for Policy-Agent Learning of Compiler Directives in HLS.

Robert Munafo, Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Quantifying the Gap between Open-Source and Vendor FPGA Place and Route Tools.

Shachi Khadilkar, Ahmed Sanaullah, Martin Margala

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Relational Memory: Native In-Memory Accesses on Rows and Columns.

Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis

Proceedings of the Proceedings 26th International Conference on Extending Database Technology, 2023

2022

The Future of FPGA Acceleration in Datacenters and the Cloud.

Christophe Bobda, Joel Mandebi Mbongue, Paul Chow, Mohammad Ewais, Naif Tarafdar, Juan Camilo Vega, Ken Eguro, Dirk Koch, Suranga Handagala, Miriam Leeser, Martin C. Herbordt, Hafsah Shahzad, H. Peter Hofstee, Burkhard Ringlein, Jakub Szefer, Ahmed Sanaullah, Russell Tessier

ACM Trans. Reconfigurable Technol. Syst., 2022

Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis.

Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Robert Munafo, Xiteng Yao, Ulrich Drepper, Martin C. Herbordt

Proceedings of the Eighth IEEE/ACM Workshop on the LLVM Compiler Infrastructure in HPC, 2022

Enabling VirtIO Driver Support on FPGAs.

Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt

Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2022

2021

Survey and Future Trends for FPGA Cloud Architectures.

Hafsah Shahzad, Ahmed Sanaullah, Martin C. Herbordt

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2019

Towards hardware as a reconfigurable, elastic, and specialized service

Ahmed Sanaullah

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

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

Unlocking Performance-Programmability by Penetrating the Intel FPGA OpenCL Toolflow.

Ahmed Sanaullah, Martin C. Herbordt

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

Benchmarking Heterogeneous HPC Systems Including Reconfigurable Fabrics: Community Aspirations for Ideal Comparisons.

Peter Jamieson, Ahmed Sanaullah, Martin C. Herbordt

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

FPGA HPC using OpenCL: Case Study in 3D FFT.

Ahmed Sanaullah, Martin C. Herbordt

Proceedings of the 9th International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies, 2018

An Empirically Guided Optimization Framework for FPGA OpenCL.

Ahmed Sanaullah, Rushi Patel, Martin C. Herbordt

Proceedings of the International Conference on Field-Programmable Technology, 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

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

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

GPU-accelerated charge mapping.

Ahmed Sanaullah, Saiful A. Mojumder, Kathleen M. Lewis, Martin C. Herbordt

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

FPGA-Accelerated Particle-Grid Mapping.

Ahmed Sanaullah, Arash Khoshparvar, Martin C. Herbordt

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