Publications

Below you will find a list of recent publications and links to download them. Note that they are provided here to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders.

You can also view Suhaib Fahmy’s Google Scholar Profile, DBLP Profile, and ORCID Profile, as well as the KAUST Repository.

Split DNN Inference for Exploiting Near-Edge Accelerators
Hao Liu, Mohammed E. Fouda, Ahmed M. Eltawil, Suhaib A. Fahmy
In IEEE International Conference on Edge Computing and Communications (EDGE), Jul 2024.

DONNA: Distributed Optimized Neural Network Allocation on CIM-Based Heterogeneous Accelerators
Mojtaba F. AlShams,, Kamilya S. Smagulova,, Suhaib A. Fahmy, Mohammed E. Fouda, Ahmed M. Eltawil
In IEEE International Conference on Edge Computing and Communications (EDGE), Jul 2024.

High Throughput Massive MIMO Signal Decoding Using Multi-Level Tree Search on FPGAs
Mohamed W. Hassan, Hatem Ltaief, Suhaib A. Fahmy
In IEEE International Symposium on Field Programmable Custom Computing Machines (FCCM), May 2024.

Collaborative Learning at the Edge for Air Pollution Prediction
I Nyoman Kusuma Wardana, Julian W. Gardner, Suhaib A. Fahmy
IEEE Transactions on Instrumentation and Measurement, vol. 73, Jan 2024.

Exploring FPGA Acceleration for Distributed Serverless Computing
Ziyi Yang, Suhaib A. Fahmy
PhD Forum Poster In International Conference on Field Programmable Technology (FPT), Dec 2023.

TinyML Models for a Low-cost Air Quality Monitoring Device
I Nyoman Kusuma Wardana, Julian W. Gardner, Suhaib A. Fahmy
IEEE Sensors Letters, vol. 7, no. 11, Nov 2023.

Signal Detection for Large MIMO Systems Using Sphere Decoding on FPGAs
Mohamed W. Hassan, Adel Dabah, Hatem Ltaief, Suhaib A. Fahmy
In IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2023.

REFL: Resource-Efficient Federated Learning
Ahmed M. Abdelmoniem, Atal N. Sahu, Marco Canini, Suhaib A. Fahmy
In European Conference on Computer Systems (EuroSys), May 2023.

ZyPR: End-to-End Build Tool and Runtime Manager for Partial Reconfiguration of FPGA SoCs at the Edge
Alex Bucknall, Suhaib A. Fahmy
ACM Transactions on Reconfigurable Technology and Systems, vol. 16, no. 3, Mar 2023.

Streaming Overlay Architecture for Lightweight LSTM Computation on FPGA SoCs
Lenos Ioannou, Suhaib A. Fahmy
ACM Transactions on Reconfigurable Technology and Systems, vol. 16, no. 1, Mar 2023.

High Throughput Multidimensional Tridiagonal System Solvers on FPGAs
Kamalavasan Kamalakkannan, Gihan R. Mudalige, Istvan Z. Reguly, Suhaib A. Fahmy
In ACM International Conference on Supercomputing (ICS), Jun 2022.

Coarse Grained FPGA Overlay for Rapid Just-In-Time Accelerator Compilation
Abhishek Jain, Douglas L. Maskell, Suhaib A. Fahmy
IEEE Transactions on Parallel and Distributed Systems, vol. 33 no. 6, Jun 2022.

FPGA Acceleration of Structured-Mesh-Based Explicit and Implicit Numerical Solvers using SYCL
Kamalavasan Kamalakkannan, Gihan R. Mudalige, Istvan Z. Reguly, Suhaib A. Fahmy
In International Workshop on OpenCL (IWOCL), May 2022.

Estimation of Missing Air Pollutant Data Using a Spatiotemporal Convolutional Autoencoder
I Nyoman Kusuma Wardana, Julian W. Gardner, Suhaib A. Fahmy
Neural Computing and Applications, vol. 34, May 2022.

Power-Efficient Mapping of Large Applications on Modern Heterogeneous FPGAs
Kalindu Herath, Alok Prakash, Suhaib A. Fahmy, Thambipillai Srikanthan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 40 , no. 12, Dec 2021.

StressBench: A Configurable Full System Network and I/O Benchmark Framework
Dean Chester, Taylor Groves, Simon Hammond, Tim Law, Steven A. Wright, Richard Smedley-Stevenson, Suhaib A. Fahmy, Gihan R. Mudalige, Stephen Jarvis
In IEEE High Performance Extreme Computing Conference (HPEC), Sep 2021.

Heterogeneous Communication Virtualization for Distributed Embedded Applications
Thinh Hung Pham, Shreejith Shanker, Sebastian Steinhorst, Suhaib A. Fahmy, Samarjit Chakraborty
In Euromicro Conference on Digital System Design (DSD), Sep 2021.

Optimum Battery Weight for Maximizing Available Energy in UAV-Enabled Wireless Communications
Hua Yan, Shuang-Hua Yang, Yunfei Chen, Suhaib A. Fahmy
IEEE Wireless Communications Letters, vol. 10, no. 7, Jul 2021.

High-Level FPGA Accelerator Design for Structured-Mesh-Based Explicit Numerical Solvers
Kamalavasan Kamalakkannan, Gihan R. Mudalige, Istvan Z. Reguly, Suhaib A. Fahmy
In IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2021.

Sit Here: Placing Virtual Machines Securely in Cloud Environments
Mansour Aldawood, Arshad Jhumka, Suhaib A. Fahmy
In International Conference on Cloud Computing and Services Science, April 2021, pp. 248–259., Mar 2021.

Runtime Abstraction for Autonomous Adaptive Systems on Reconfigurable Hardware
Alex R. Bucknall, Suhaib A. Fahmy
In Design Automation and Test in Europe Conference (DATE), February 2021, pp. 1616–1621., Mar 2021.

Optimising Deep Learning at the Edge for Accurate Hourly Air Quality Prediction
I Nyoman Kusuma Wardana, Julian W. Gardner, Suhaib A. Fahmy
Sensors, vol. 21, no. 4, Feb 2021.

Exploring Hardware Accelerator Offload for the Internet of Things
Ryan A. Cooke, Suhaib A. Fahmy
it – Information Technology, vol. 62, no. 5–6, pp. 207–214, December 2020, De Gruyter, Dec 2020.

Build Automation and Runtime Abstraction for Partial Reconfiguration on Xilinx Zynq UltraScale+
Alex R. Bucknall, Shanker Shreejith, Suhaib A. Fahmy
In International Conference on Field Programmable Technology (FPT), December 2020, Dec 2020.

High Throughput Accelerator Interface Framework for a Linear Time-Multiplexed FPGA Overlay
Xiangwei Li, Kizheppatt Vipin, Douglas L. Maskell, Suhaib A. Fahmy, Abhishek K. Jain
In IEEE International Symposium on Circuits and Systems (ISCAS), October 2020, Oct 2020.

Characterizing Latency Overheads in the Deployment of FPGA Accelerators
Ryan A. Cooke, Suhaib A. Fahmy
In International Conference on Field Programmable Logic and Applications (FPL), September 2020, Sep 2020.

High Throughput Spatial Convolution Filters on FPGAs
Lenos Ioannou, Abdullah Al-Dujaili, Suhaib A. Fahmy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 6, pp. 1392–1402, June 2020, Jun 2020.

Quantifying the Latency Benefits of Near-Edge and In-Network FPGA Acceleration
Ryan A. Cooke, Suhaib A. Fahmy
In International Workshop on Edge Systems, Analytics and Networking (EdgeSys), April 2020, pp. 7–12, Apr 2020.

A Model for Distributed In-Network and Near-Edge Computing With Heterogeneous Hardware
Ryan A. Cooke, Suhaib A. Fahmy
Future Generation Computer Systems, vol. 105, Apr 2020.