Ahmed Sanaullah

33 papers A* 1A 1B 3Misc 2Journal 7Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
AnnotationGym: A Generic Framework for Automatic Source Code Annotation.
IEEE Access
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
2025 — conf
Towards -OmL: A Deep Learning Based Approach for Outperforming Compiler Defaults.
HPEC
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
2025 J jnl
VeBPF Many-Core Architecture for Network Functions in FPGA-based SmartNICs and IoT.
CoRR
Zaid Tahir, Ahmed Sanaullah, Sahan Bandara, Ulrich Drepper, Martin C. Herbordt
2024 — conf
A Graph-Based Algorithm for Optimizing GCC Compiler Flag Settings.
HPEC
Reza Sajjadinasab, Sanjay Arora, Ulrich Drepper, Ahmed Sanaullah, Martin C. Herbordt
2024 — conf
A Neural Network Based GCC Cost Model for Faster Compiler Tuning.
HPEC
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
2024 — conf
AutoAnnotate: Reinforcement Learning based Code Annotation for High Level Synthesis.
ISQED
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
2024 J jnl
Effortless Locality on Data Systems Using Relational Fabric.
IEEE Trans. Knowl. Data Eng.
Tarikul Islam Papon, Ju Hyoung Mun, Konstantinos Karatsenidis, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
2024 — conf
Performance Evaluation of VirtIO Device Drivers for Host-FPGA PCIe Communication.
IPDPS (Workshops)
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
2024 — conf
VeBPF Many-Core Architecture for Network Functions in FPGA-based SmartNICs and IoT.
HPEC
Zaid Tahir, Ahmed Sanaullah, Sahan Bandara, Ulrich Drepper, Martin C. Herbordt
2023 — conf
Improved Models for Policy-Agent Learning of Compiler Directives in HLS.
HPEC
Robert Munafo, Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Ulrich Drepper, Martin C. Herbordt
2023 J jnl
On-the-fly Data Transformation in Action.
Proc. VLDB Endow.
Ju Hyoung Mun, Konstantinos Karatsenidis, Tarikul Islam Papon, Shahin Roozkhosh, Denis Hoornaert, Ulrich Drepper, Ahmed Sanaullah, Renato Mancuso, Manos Athanassoulis
2023 — conf
Quantifying the Gap between Open-Source and Vendor FPGA Place and Route Tools.
HPEC
Shachi Khadilkar, Ahmed Sanaullah, Martin Margala
2023 A* conf
Relational Fabric: Transparent Data Transformation.
ICDE
Tarikul Islam Papon, Ju Hyoung Mun, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
2023 B conf
Relational Memory: Native In-Memory Accesses on Rows and Columns.
EDBT
Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
2022 — conf
Enabling VirtIO Driver Support on FPGAs.
H2RC@SC
Sahan Bandara, Ahmed Sanaullah, Zaid Tahir, Ulrich Drepper, Martin C. Herbordt
2022 — conf
Reinforcement Learning Strategies for Compiler Optimization in High level Synthesis.
LLVM-HPC@SC
Hafsah Shahzad, Ahmed Sanaullah, Sanjay Arora, Robert Munafo, Xiteng Yao, Ulrich Drepper, Martin C. Herbordt
2022 J jnl
The Future of FPGA Acceleration in Datacenters and the Cloud.
ACM Trans. Reconfigurable Technol. Syst.
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
2021 — conf
Survey and Future Trends for FPGA Cloud Architectures.
HPEC
Hafsah Shahzad, Ahmed Sanaullah, Martin C. Herbordt
2019 J jnl
Fully Integrated On-FPGA Molecular Dynamics Simulations.
CoRR
Chen Yang, Tong Geng, Tianqi Wang, Rushi Patel, Qingqing Xiong, Ahmed Sanaullah, Jiayi Sheng, Charles Lin, Vipin Sachdeva, Woody Sherman, Martin C. Herbordt
2019 A conf
Fully integrated FPGA molecular dynamics simulations.
SC
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
2019 — —
Towards hardware as a reconfigurable, elastic, and specialized service
Ahmed Sanaullah
2018 B conf
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing.
FPL
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rushi Patel, Martin C. Herbordt
2018 — conf
An Empirically Guided Optimization Framework for FPGA OpenCL.
FPT
Ahmed Sanaullah, Rushi Patel, Martin C. Herbordt
2018 — conf
Application Aware Tuning of Reconfigurable Multi-Layer Perceptron Architectures.
HPEC
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
2018 — conf
Benchmarking Heterogeneous HPC Systems Including Reconfigurable Fabrics: Community Aspirations for Ideal Comparisons.
HPEC
Peter Jamieson, Ahmed Sanaullah, Martin C. Herbordt
2018 Misc conf
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters.
FCCM
Tong Geng, Tianqi Wang, Ahmed Sanaullah, Chen Yang, Rui Xu, Rushi Patel, Martin C. Herbordt
2018 — conf
FPGA HPC using OpenCL: Case Study in 3D FFT.
HEART
Ahmed Sanaullah, Martin C. Herbordt
2018 J jnl
Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks.
BMC Bioinform.
Ahmed Sanaullah, Chen Yang, Yuri Alexeev, Kazutomo Yoshii, Martin C. Herbordt
2018 — conf
Unlocking Performance-Programmability by Penetrating the Intel FPGA OpenCL Toolflow.
HPEC
Ahmed Sanaullah, Martin C. Herbordt
2017 B conf
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics.
FPL
Jiayi Sheng, Chen Yang, Ahmed Sanaullah, Michael Papamichael, Adrian M. Caulfield, Martin C. Herbordt
2017 — conf
OpenCL for HPC with FPGAs: Case study in molecular electrostatics.
HPEC
Chen Yang, Jiayi Sheng, Rushi Patel, Ahmed Sanaullah, Vipin Sachdeva, Martin C. Herbordt
2016 Misc conf
FPGA-Accelerated Particle-Grid Mapping.
FCCM
Ahmed Sanaullah, Arash Khoshparvar, Martin C. Herbordt
2016 — conf
GPU-accelerated charge mapping.
HPEC
Ahmed Sanaullah, Saiful A. Mojumder, Kathleen M. Lewis, Martin C. Herbordt