Ahmed Sanaullah

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

High Level Synthesis

Molecular Dynamics

Data Transformation

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
AutoAnnotate: Reinforcement Learning based Code Annotation for High Level Synthesis. ISQED (2024)
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
Performance Evaluation of VirtIO Device Drivers for Host-FPGA PCIe Communication. IPDPS (Workshops) (2024)
Shachi Khadilkar, Ahmed Sanaullah, Martin Margala
Quantifying the Gap between Open-Source and Vendor FPGA Place and Route Tools. HPEC (2023)
Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
Relational Memory: Native In-Memory Accesses on Rows and Columns. EDBT (2023)
Ju Hyoung Mun, Konstantinos Karatsenidis, Tarikul Islam Papon, Shahin Roozkhosh, Denis Hoornaert, Ulrich Drepper, Ahmed Sanaullah, Renato Mancuso, Manos Athanassoulis
On-the-fly Data Transformation in Action. Proc. VLDB Endow. 16 (12) (2023)
Tarikul Islam Papon, Ju Hyoung Mun, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
Relational Fabric: Transparent Data Transformation. ICDE (2023)
Robert Munafo, Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
Improved Models for Policy-Agent Learning of Compiler Directives in HLS. HPEC (2023)
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, Peter Hofste, Burkhard Ringlein, Jakub Szefer, Ahmed Sanaullah, Russell Tessier
The Future of FPGA Acceleration in Datacenters and the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15 (3) (2022)
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Robert Munafo, Xiteng Yao, Ulrich Drepper, Martin C. Herbordt
Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis. LLVM-HPC@SC (2022)
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
Enabling VirtIO Driver Support on FPGAs. H2RC@SC (2022)
Hafsah Shahzad, Ahmed Sanaullah, Martin C. Herbordt
Survey and Future Trends for FPGA Cloud Architectures. HPEC (2021)
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
Fully integrated FPGA molecular dynamics simulations. SC (2019)
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
Fully Integrated On-FPGA Molecular Dynamics Simulations. CoRR (2019)
Ahmed Sanaullah, Rushi Patel, Martin C. Herbordt
An Empirically Guided Optimization Framework for FPGA OpenCL. FPT (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing. FPL (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks. BMC Bioinform. (18) (2018)
Peter Jamieson, Ahmed Sanaullah, Martin C. Herbordt
Benchmarking Heterogeneous HPC Systems Including Reconfigurable Fabrics: Community Aspirations for Ideal Comparisons. HPEC (2018)
Ahmed Sanaullah, Martin C. Herbordt
FPGA HPC using OpenCL: Case Study in 3D FFT. HEART (2018)
Ahmed Sanaullah, Martin C. Herbordt
Unlocking Performance-Programmability by Penetrating the Intel FPGA OpenCL Toolflow. HPEC (2018)
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters. FCCM (2018)
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures. HPEC (2018)
Jiayi Sheng, Chen Yang, Ahmed Sanaullah, Michael Papamichael, Adrian M. Caulfield, Martin C. Herbordt
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics. FPL (2017)
Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah, Vipin Sachdeva, Martin C. Herbordt
OpenCL for HPC with FPGAs: Case study in molecular electrostatics. HPEC (2017)
Ahmed Sanaullah, Saiful A. Mojumder, Kathleen M. Lewis, Martin C. Herbordt
GPU-accelerated charge mapping. HPEC (2016)
Ahmed Sanaullah, Arash Khoshparvar, Martin C. Herbordt
FPGA-Accelerated Particle-Grid Mapping. FCCM (2016)