Shawki Areibi

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 41

Top Topics

Nearest Neighbor

Machine Learning

Hardware Implementation

Top Venues

Int. J. Reconfigurable Comput.

Publications

Timothy Martin, Charlotte Barnes, Gary Gréwal, Shawki Areibi
Integrating Machine-Learning Probes in FPGA CAD: Why and How? IEEE Des. Test 40 (5) (2023)
Timothy Martin, Q. Li, Charlotte Barnes, Gary Gréwal, Shawki Areibi
A Deep-Learning Data-Driven Approach for Reducing FPGA Routing Runtimes. ICFPT (2023)
Umair F. Siddiqi, Gary William Grewal, Shawki Areibi
A Deterministic Parallel Routing Approach for Accelerating Pathfinder-based Algorithms. VLSI-SoC (2023)
Timothy Martin, Charlotte Barnes, Gary William Grewal, Shawki Areibi
FPGA Placement: Dynamic Decision Making Via Machine Learning. SBCCI (2023)
C. Barn, S. Vermeulen, Shawki Areibi, Gary Gréwal
An Adaptive Analytical FPGA Placement flow based on Reinforcement Learning. ICM (2023)
P. Esmaeili, Timothy Martin, Shawki Areibi, Gary Gréwal
Guiding FPGA Detailed Placement via Reinforcement Learning. VLSI-SoC (2022)
Umair F. Siddiqi, Timothy Martin, Sam Van Den Eijnden, Ahmed Shamli, Gary Gréwal, Sadiq M. Sait, Shawki Areibi
Faster FPGA Routing by Forecasting and Pre-Loading Congestion Information. MLCAD (2022)
Timothy Martin, C. Barnes, Shawki Areibi, Gary Gréwal
An Adaptive Sequential Decision Making Flow for FPGAs using Machine Learning. ICM (2022)
Timothy Martin, C. Barnes, Gary William Grewal, Shawki Areibi
Integrating Machine-Learning Probes into the VTR FPGA Design Flow. SBCCI (2022)
Abeer Y. Al-Hyari, Hannah Szentimrey, Ahmed Shamli, Timothy Martin, Gary Gréwal, Shawki Areibi
A Deep Learning Framework to Predict Routability for FPGA Circuit Placement. ACM Trans. Reconfigurable Technol. Syst. 14 (3) (2021)
Timothy Martin, Shawki Areibi, Gary Gréwal
Effective Machine-Learning Models for Predicting Routability During FPGA Placement. MLCAD (2021)
Timothy Martin, Gary Gréwal, Shawki Areibi
A Machine Learning Approach to Predict Timing Delays During FPGA Placement. IPDPS Workshops (2021)
Ahmed Elshamli, Graham W. Taylor, Shawki Areibi
Multisource Domain Adaptation for Remote Sensing Using Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Hannah Szentimrey, Abeer Y. Al-Hyari, Jérémy Foxcroft, Timothy Martin, David Noel, Gary William Grewal, Shawki Areibi
Machine Learning for Congestion Management and Routability Prediction within FPGA Placement. ACM Trans. Design Autom. Electr. Syst. 25 (5) (2020)
Dani Maarouf, Ahmed Shamli, Timothy Martin, Gary Gréwal, Shawki Areibi
A Deep-Learning Framework for Predicting Congestion During FPGA Placement. FPL (2020)
Abeer Y. Al-Hyari, Ahmed Shamli, Timothy Martin, Shawki Areibi, Gary Gréwal
An Adaptive Analytic FPGA Placement Framework based on Deep-Learning. MLCAD (2020)
Timothy Martin, Dani Maarouf, Ziad Abuowaimer, Abeer Alhyari, Gary Gréwal, Shawki Areibi
A Flat Timing-Driven Placement Flow for Modern FPGAs. DAC (2019)
Jérémy Foxcroft, Gary Gréwal, Shawki Areibi
Enhancing the Performance of FPGA Congestion Management via Supervised Learning. ICM (2019)
Abeer Alhyari, Ahmed Shamli, Ziad Abuwaimer, Shawki Areibi, Gary Gréwal
A Deep Learning Framework to Predict Routability for FPGA Circuit Placement. FPL (2019)
Abeer Y. Al-Hyari, Ziad Abuowaimer, Timothy Martin, Gary Gréwal, Shawki Areibi, Anthony Vannelli
Novel Congestion-estimation and Routability-prediction Methods based on Machine Learning for Modern FPGAs. ACM Trans. Reconfigurable Technol. Syst. 12 (3) (2019)
Griffin Lacey, Graham W. Taylor, Shawki Areibi
Stochastic Layer-Wise Precision in Deep Neural Networks. UAI (2018)
Ziad Abuowaimer, Dani Maarouf, Timothy Martin, Jérémy Foxcroft, Gary Gréwal, Shawki Areibi, Anthony Vannelli
GPlace3.0: Routability-Driven Analytic Placer for UltraScale FPGA Architectures. ACM Trans. Design Autom. Electr. Syst. 23 (5) (2018)
Omar Ahmed, Shawki Areibi, Karanvir Chattha, Ben Kelly
Corrigendum to "PCIU: Hardware Implementations of an Efficient Packet Classification Algorithm with an Incremental Update Capability". Int. J. Reconfigurable Comput. 2018 (2018)
Abeer Y. Al-Hyari, Ziad Abuowaimer, Dani Maarouf, Shawki Areibi, Gary Gréwal
An Effective FPGA Placement Flow Selection Framework using Machine Learning. ICM (2018)
Griffin Lacey, Graham W. Taylor, Shawki Areibi
Stochastic Layer-Wise Precision in Deep Neural Networks. CoRR (2018)
Omar Ahmed, Shawki Areibi, Robert Collier, Gary William Grewal
Corrigendum to "An Impulse-C Hardware Accelerator for Packet Classification Based on Fine/Coarse Grain Optimization". Int. J. Reconfigurable Comput. 2018 (2018)
Omar Ahmed, Shawki Areibi, Gary Gréwal
Corrigendum to "Hardware Accelerators Targeting a Novel Group Based Packet Classification Algorithm". Int. J. Reconfigurable Comput. 2018 (2018)
Dani Maarouf, Abeer Alhyari, Ziad Abuowaimer, Timothy Martin, Andrew Gunter, Gary Gréwal, Shawki Areibi, Anthony Vannelli
Machine-Learning Based Congestion Estimation for Modern FPGAs. FPL (2018)
Gary Gréwal, Shawki Areibi, Matthew Westrik, Ziad Abuowaimer, Betty Zhao
Automatic Flow Selection and Quality-of-Result Estimation for FPGA Placement. IPDPS Workshops (2017)
Ahmed Elshamli, Graham W. Taylor, Aaron Berg, Shawki Areibi
Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (9) (2017)
Dunia Jamma, Omar Ahmed, Shawki Areibi, Gary Gréwal
Hardware accelerators for the K-nearest neighbor algorithm using high level synthesis. ICM (2017)
Gary William Grewal, Shawki Areibi, Matthew Westrik, Ziad Abuowaimer, Betty Zhao
A Machine Learning Framework for FPGA Placement (Abstract Only). FPGA (2017)
Roberto DiCecco, Griffin Lacey, Jasmina Vasiljevic, Paul Chow, Graham W. Taylor, Shawki Areibi
Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks. CoRR (2016)
Roberto DiCecco, Griffin Lacey, Jasmina Vasiljevic, Paul Chow, Graham W. Taylor, Shawki Areibi
Caffeinated FPGAs: FPGA framework For Convolutional Neural Networks. FPT (2016)
Ahmed Al-Wattar, Shawki Areibi, Gary Gréwal
An Efficient Framework for Floor-plan Prediction of Dynamic Runtime Reconfigurable Systems. CoRR (2016)
Bazyli Debowski, Petros Spachos, Shawki Areibi
Q-learning enhanced gradient based routing for balancing energy consumption in WSNs. CAMAD (2016)
Dunia Jamma, Omar Ahmed, Shawki Areibi, Gary Gréwal, Nicholas Molloy
Design exploration of ASIP architectures for the K-Nearest Neighbor machine-learning algorithm. ICM (2016)
Ryan Pattison, Ziad Abuowaimer, Shawki Areibi, Gary Gréwal, Anthony Vannelli
GPlace: a congestion-aware placement tool for ultrascale FPGAs. ICCAD (2016)
Mohammed Elmahgiubi, Omar Ahmed, Shawki Areibi, Gary Gréwal
Efficient algorithm selection for packet classification using machine learning. CAMAD (2016)
Griffin Lacey, Graham W. Taylor, Shawki Areibi
Deep Learning on FPGAs: Past, Present, and Future. CoRR (2016)
Ahmed Al-Wattar, Shawki Areibi, Gary William Grewal
An Efficient Evolutionary Task Scheduling/Binding Framework for Reconfigurable Systems. Int. J. Reconfigurable Comput. 2016 (2016)
Ahmed Al-Wattar, Shawki Areibi, Gary William Grewal
Efficient Mapping and Allocation of Execution Units to Task Graphs using an Evolutionary Framework. SIGARCH Comput. Archit. News 43 (4) (2015)
Ryan Pattison, Christian Fobel, Gary William Grewal, Shawki Areibi
Scalable analytic placement for FPGA on GPGPU. ReConFig (2015)
Antony W. Savich, Shawki Areibi
A Low-Power Scalable Stream Compute Accelerator for General Matrix Multiply (GEMM). VLSI Design 2014 (2014)
Robert Collier, Christian Fobel, Ryan Pattison, Gary Gréwal, Shawki Areibi, Peter Jamieson
Advancing genetic algorithm approaches to field programmable gate array placement with enhanced recombination operators. Evol. Intell. 7 (4) (2014)
Laura Richards, Luiza Antonie, Shawki Areibi, Gary William Grewal, Kris Inwood, J. Andrew Ross
Comparing Classifiers in Historical Census Linkage. ICDM Workshops (2014)
Omar Ahmed, Shawki Areibi, Robert Collier, Gary William Grewal
An Impulse-C Hardware Accelerator for Packet Classification Based on Fine/Coarse Grain Optimization. Int. J. Reconfigurable Comput. 2013 (2013)
Ahmed B. Mahmood, Robert D. Dony, Shawki Areibi
An adaptive encryption based genetic algorithms for medical images. MLSP (2013)
Omar Ahmed, Shawki Areibi
An efficient application-specific instruction-set processor for packet classification. ReConFig (2013)
Omar Ahmed, Shawki Areibi, Gary William Grewal
Hardware Accelerators Targeting a Novel Group Based Packet Classification Algorithm. Int. J. Reconfigurable Comput. 2013 (2013)
Ahmed Elhossini, Shawki Areibi, Robert D. Dony
Architecture Exploration Based on GA-PSO Optimization, ANN Modeling, and Static Scheduling. VLSI Design 2013 (2013)
Bazyli Debowski, Shawki Areibi, Gary Gréwal, J. Tempelman
A Dynamic Sampling Framework for Multi-class Imbalanced Data. ICMLA (2) (2012)
Ahmed Al-Wattar, Shawki Areibi, Fayçal Saffih
Efficient On-line Hardware/Software Task Scheduling for Dynamic Run-time Reconfigurable Systems. IPDPS Workshops (2012)
Antony W. Savich, Medhat Moussa, Shawki Areibi
A scalable pipelined architecture for real-time computation of MLP-BP neural networks. Microprocess. Microsystems 36 (2) (2012)
Samaneh Sheikh-Nia, Gary Gréwal, Shawki Areibi
A Sequential Ensemble Classification (SEC) System for Tackling the Problem of Unbalance Learning: A Case Study. ICMLA (2) (2012)
Maxwell Walton, Omar Ahmed, Gary William Grewal, Shawki Areibi
An Empirical Investigation on System and Statement Level Parallelism Strategies for Accelerating Scatter Search Using Handel-C and Impulse-C. VLSI Design 2012 (2012)
M. Xu, Gary Gréwal, Shawki Areibi
StarPlace: A new analytic method for FPGA placement. Integr. 44 (3) (2011)
Omar Ahmed, Shawki Areibi
GBSA: A group based search algorithm for packet classification. IWCMC (2011)
Omar Ahmed, Shawki Areibi, Karanvir Chattha, Ben Kelly
PCIU: Hardware Implementations of an Efficient Packet Classification Algorithm with an Incremental Update Capability. Int. J. Reconfigurable Comput. 2011 (2011)
Ahmed Elhossini, Shawki Areibi, Robert D. Dony
Strength Pareto Particle Swarm Optimization and Hybrid EA-PSO for Multi-Objective Optimization. Evol. Comput. 18 (1) (2010)
Ed Armstrong, Gary William Grewal, Shawki Areibi, Gerarda A. Darlington
An investigation of parallel memetic algorithms for VLSI circuit partitioning on multi-core computers. CCECE (2010)
Ahmed Youssef, Zhen Yang, Mohab Anis, Shawki Areibi, Anthony Vannelli, Mohamed I. Elmasry
A Power-Efficient Multipin ILP-Based Routing Technique. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2010)
Ahmad Sghaier, Shawki Areibi, Robert D. Dony
Implementation Approaches Trade-Offs for WiMax OFDM Functions on Reconfigurable Platforms. ACM Trans. Reconfigurable Technol. Syst. 3 (3) (2010)
Shawki Areibi, X. Bao, Gary Gréwal, Dilip K. Banerji, Peng Du
Meta-Heuristic Based Techniques for FPGA Placement: A Study. Int. J. Comput. Their Appl. 16 (1) (2009)
Ming Xu, Gary Gréwal, Shawki Areibi, Charlie Obimbo, Dilip K. Banerji
Near-linear wirelength estimation for FPGA placement. CCECE (2009)
Logan M. Rakai, Laleh Behjat, Shawki Areibi, Tamás Terlaky
A Multilevel Congestion-Based Global Router. VLSI Design 2009 (2009)
Mahdi Elghazali, Ahmed Elhossini, Shawki Areibi
HW/SW co-design architecture exploration for VLSI maze routing. CCECE (2009)
Ahmad Sghaier, Shawki Areibi, Robert D. Dony
IEEE802.16-2004 OFDM functions implementation on FPGAS with design exploration. FPL (2008)
Antony W. Savich, Medhat Moussa, Shawki Areibi
The Impact of Arithmetic Representation on Implementing MLP-BP on FPGAs: A Study. IEEE Trans. Neural Networks 18 (1) (2007)
David Hermann, Edward Chau, Robert D. Dony, Shawki Areibi
Window Based Prototype Filter Design for Highly Oversampled Filter Banks in Audio Applications. ICASSP (2) (2007)
Zhen Yang, Anthony Vannelli, Shawki Areibi
An ILP based hierarchical global routing approach for VLSI ASIC design. Optim. Lett. 1 (3) (2007)
Stephen Coe, Shawki Areibi, Medhat Moussa
A hardware Memetic accelerator for VLSI circuit partitioning. Comput. Electr. Eng. 33 (4) (2007)
Ahmed Elhossini, Shawki Areibi, Robert D. Dony
An FPGA Implementation of the LMS Adaptive Filter for Audio Processing. ReConFig (2006)
Payam Ghafari, Ehsan Mirhadi, Mohab Anis, Shawki Areibi, Mohamed I. Elmasry
A Low-Power Partitioning Methodology by Maximizing Sleep Time and Minimizing Cut Nets. IWSOC (2005)
Shawki Areibi, Medhat Moussa, G. Koonar
A Genetic Algorithm Hardware Accelerator for VLSI Circuit Partitioning. Int. J. Comput. Their Appl. 12 (3) (2005)
Vijay Pandya, Shawki Areibi, Medhat Moussa
A Handel-C implementation of the back-propagation algorithm on field programmable gate arrays. ReConFig (2005)
Shawki Areibi, Zhen Yang
Effective Memetic Algorithms for VLSI Design = Genetic Algorithms + Local Search + Multi-Level Clustering. Evol. Comput. 12 (3) (2004)
Guangfa Lu, Shawki Areibi
An Island-Based GA Implementation for VLSI Standard-Cell Placement. GECCO (2) (2004)
Wenxin Wang, Mohab Anis, Shawki Areibi
Fast techniques for standby leakage reduction in MTCMOS circuits. SoCC (2004)
Peng Du, Gary William Grewal, Shawki Areibi, Dilip K. Banerji
A Fast Hierarchical Approach to FPGA Placement. ESA/VLSI (2004)
Shawki Areibi, Anthony Vannelli
Tabu Search: Implementation & Complexity Analysis for Netlist Partitioning. Int. J. Comput. Their Appl. 10 (4) (2003)
Mohab Anis, Shawki Areibi, Mohamed I. Elmasry
Design and optimization of multithreshold CMOS (MTCMOS) circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 22 (10) (2003)
Abdulnasser Younes, Hamada H. Ghenniwa, Shawki Areibi
An Adaptive Genetic Algorithm For Multi Objective Flexible Manufacturing Systems. GECCO (2002)
Kristian R. Nichols, Medhat Moussa, Shawki Areibi
Feasibility of Floating-Point Arithmetic in FPGA based ANNs. CAINE (2002)
Mohab Anis, Mohamed Mahmoud, Mohamed I. Elmasry, Shawki Areibi
Dynamic and leakage power reduction in MTCMOS circuits using an automated efficient gate clustering technique. DAC (2002)
G. Koonar, Shawki Areibi, Medhat Moussa
Hardware Implementation of Genetic Algorithms for VLSI Design. CAINE (2002)
Zhen Yang, Shawki Areibi
Global Placement Techniques for VLSI Physical Design Automation. CAINE (2002)
Hooman Homayounfar, Fangju Wang, Shawki Areibi
Advanced P2P Architecture Using Autonomous Agents. CAINE (2002)
Shawki Areibi, Matt Thompson
A new model for macrocell partitioning. CATA (2001)
Shawki Areibi, Anthony Vannelli
Tabu Search: A Meta Heuristic for Netlist Partitioning. VLSI Design 2000 (3) (2000)
Hussein Etawil, Shawki Areibi, Anthony Vannelli
Attractor-repeller approach for global placement. ICCAD (1999)
Shawki Areibi, Anthony Vannelli
A GRASP clustering technique for circuit partitioning. Satisfiability Problem: Theory and Applications (1996)
Shawki Areibi, Anthony Vannelli
Advanced Search Techniques for Circuit Partitioning. Quadratic Assignment and Related Problems (1993)
Shawki Areibi, Anthony Vannelli
Circuit Partitioning Using a Tabu Search Approach. ISCAS (1993)