Zaid Al-Ars

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 124

Top Venues

CoRR

BIBE

BIBM

J. Signal Process. Syst.

Publications

Zaid Al-Ars, Obinna Agba, Zhuoran Guo, Christiaan Boerkamp, Ziyaad Jaber, Tareq Jaber
NLICE: Synthetic Medical Record Generation for Effective Primary Healthcare Differential Diagnosis. CoRR (2024)
Yongding Tian, Zaid Al-Ars, Maksim Kitsak, H. Peter Hofstee
Vanishing Variance Problem in Fully Decentralized Neural-Network Systems. CoRR (2024)
Philip Groet, Joost Hoozemans, Andreas Grapentin, Felix Eberhardt, Zaid Al-Ars, H. Peter Hofstee
Leveraging Apache Arrow for Zero-copy, Zero-serialization Cluster Shared Memory. CoRR (2024)
Mengfei Ji, Zaid Al-Ars, Yuchun Chang, Baolin Zhang
Fully Pipelined FPGA Acceleration of Binary Convolutional Neural Networks with Neural Architecture Search. J. Circuits Syst. Comput. 33 (10) (2024)
Mengfei Ji, Yuchun Chang, Baolin Zhang, Zaid Al-Ars
NASH: Neural Architecture Search for Hardware-Optimized Machine Learning Models. CoRR (2024)
Yongding Tian, Zhuoran Guo, Jiaxuan Zhang, Zaid Al-Ars
DFL: High-Performance Blockchain-Based Federated Learning. Distributed Ledger Technol. Res. Pract. 2 (3) (2023)
Zaid Al-Ars, Jakoba Petri-Koenig, Joost Hoozemans, Luc Dierick, H. Peter Hofstee
OctoRay: Framework for Scalable FPGA Cluster Acceleration of Python Big Data Applications. SC Workshops (2023)
Vinicius Trentin, Chenxu Ma, Jorge Villagra, Zaid Al-Ars
Learning-enabled multi-modal motion prediction in urban environments. CoRR (2023)
Yongding Tian, Matthijs A. Reukers, Zaid Al-Ars, H. Peter Hofstee, Matthijs Brobbel, Johan Peltenburg, Jeroen van Straten
Tydi-lang: A Language for Typed Streaming Hardware. SC Workshops (2023)
Matthijs A. Reukers, Yongding Tian, Zaid Al-Ars, H. Peter Hofstee, Matthijs Brobbel, Johan Peltenburg, Jeroen van Straten
An Intermediate Representation for Composable Typed Streaming Dataflow Designs. CoRR (2023)
Seongyeon Park, Hajin Kim, Tanveer Ahmad, Nauman Ahmed, Zaid Al-Ars, H. Peter Hofstee, Youngsok Kim, Jinho Lee
SaLoBa: Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs. CoRR (2023)
Vinicius Trentin, Chenxu Ma, Jorge Villagra, Zaid Al-Ars
Learning-enabled multi-modal motion prediction in urban environments. IV (2023)
Casper Cromjongh, Yongding Tian, H. Peter Hofstee, Zaid Al-Ars
Tydi-Chisel: Collaborative and Interface-Driven Data-Streaming Accelerators. NorCAS (2023)
Matthijs A. Reukers, Yongding Tian, Zaid Al-Ars, H. Peter Hofstee, Matthijs Brobbel, Johan Peltenburg, Jeroen van Straten
An Intermediate Representation for Composable Typed Streaming Dataflow Designs. VLDB Workshops (2023)
Anna M. Krol, Koen Mesman, Aritra Sarkar, Zaid Al-Ars
Efficient Parameterised Compilation for Hybrid Quantum Programming. QCE (2023)
Zaid Al-Ars, Obinna Agba, Zhuoran Guo, Christiaan Boerkamp, Ziyaad Jaber, Tareq Jaber
NLICE: Synthetic Medical Record Generation for Effective Primary Healthcare Differential Diagnosis. BIBE (2023)
Aritra Sarkar, Zaid Al-Ars, Koen Bertels
QKSA: Quantum Knowledge Seeking Agent. AGI (2022)
C. V. Vletter, H. L. Burger, Hani Alers, N. Sourlos, Zaid Al-Ars
Towards an Automatic Diagnosis of Peripheral and Central Palsy Using Machine Learning on Facial Features. CoRR (2022)
Yongding Tian, Matthijs A. Reukers, Zaid Al-Ars, H. Peter Hofstee, Matthijs Brobbel, Johan Peltenburg, Jeroen van Straten
Tydi-lang: A Language for Typed Streaming Hardware. CoRR (2022)
Yongding Tian, Zaid Al-Ars, H. Peter Hofstee
Tydi-lang: a language for typed streaming hardware - A manual for future Tydi-lang compiler developers. CoRR (2022)
Seongyeon Park, Hajin Kim, Tanveer Ahmad, Nauman Ahmed, Zaid Al-Ars, H. Peter Hofstee, Youngsok Kim, Jinho Lee
SALoBa: Maximizing Data Locality and Workload Balance for Fast Sequence Alignment on GPUs. IPDPS (2022)
Tanveer Ahmad, Chengxin Ma, Zaid Al-Ars, H. Peter Hofstee
Communication-Efficient Cluster Scalable Genomics Data Processing Using Apache Arrow Flight. ISPDC (2022)
Robin Abrahamse, Ákos Hadnagy, Zaid Al-Ars
Memory-Disaggregated In-Memory Object Store Framework for Big Data Applications. CoRR (2022)
David Enthoven, Zaid Al-Ars
Fidel: Reconstructing Private Training Samples from Weight Updates in Federated Learning. IOTSMS (2022)
Tanveer Ahmad, Zaid Al-Ars, H. Peter Hofstee
Benchmarking Apache Arrow Flight - A wire-speed protocol for data transfer, querying and microservices. CoRR (2022)
Matthijs A. Reukers, Peter Hofstee, Zaid Al-Ars
A Toolchain for Streaming Dataflow Accelerator Designs for Big Data Analytics: Defining an IR for Composable Typed Streaming Dataflow Designs. CoRR (2022)
Lukas Breitwieser, Ahmad Hesam, Jean de Montigny, Vasileios Vavourakis, Alexandros Iosif, Jack Jennings, Marcus Kaiser, Marco Manca, Alberto Di Meglio, Zaid Al-Ars, Fons Rademakers, Onur Mutlu, Roman Bauer
BioDynaMo: a modular platform for high-performance agent-based simulation. Bioinform. 38 (2) (2022)
Robin Abrahamse, Ákos Hadnagy, Zaid Al-Ars
Memory-Disaggregated In-Memory Object Store Framework for Big Data Applications. IPDPS Workshops (2022)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
Improving Gradient Paths for Binary Convolutional Neural Networks. BMVC (2022)
Huub Donkers, Koen Mesman, Zaid Al-Ars, Matthias Möller
QPack Scores: Quantitative performance metrics for application-oriented quantum computer benchmarking. CoRR (2022)
David Enthoven, Zaid Al-Ars
Fidel: Reconstructing Private Training Samples from Weight Updates in Federated Learning. CoRR (2021)
Joost Hoozemans, Kati Tervo, Pekka Jääskeläinen, Zaid Al-Ars
Energy Efficient Multistandard Decompressor ASIP. ICCDE (2021)
Koen Mesman, Zaid Al-Ars, Matthias Möller
QPack: Quantum Approximate Optimization Algorithms as universal benchmark for quantum computers. CoRR (2021)
Ahmad Hesam, Lukas Breitwieser, Fons Rademakers, Zaid Al-Ars
GPU Acceleration of 3D Agent-Based Biological Simulations. CoRR (2021)
Johan Peltenburg, Ákos Hadnagy, Matthijs Brobbel, Robert Morrow, Zaid Al-Ars
Tens of gigabytes per second JSON-to-Arrow conversion with FPGA accelerators. FPT (2021)
A. M. Krol, Aritra Sarkar, Imran Ashraf, Zaid Al-Ars, Koen Bertels
Efficient decomposition of unitary matrices in quantum circuit compilers. CoRR (2021)
Petros Arvanitis, Jan-Harm L. F. Betting, Laurens W. J. Bosman, Zaid Al-Ars, Christos Strydis
WhiskEras 2.0: Fast and Accurate Whisker Tracking in Rodents. SAMOS (2021)
Carlo Sau, Claudia Rinaldi, Luigi Pomante, Francesca Palumbo, Giacomo Valente, Tiziana Fanni, Marcos Martinez de Alejandro, Frank van der Linden, Twan Basten, Marc Geilen, Geran Peeren, Jirí Kadlec, Pekka Jääskeläinen, Lubomír Bulej, Francisco Barranco, Jukka Saarinen, Tero Säntti, Maria Katiuscia Zedda, Victor Sanchez, Shayan Tabatabaei Nikkhah, Dip Goswami, Guillermo Amat, Lukás Marsík, Mark van Helvoort, Luis Medina, Zaid Al-Ars, Ad de Beer
Design and management of image processing pipelines within CPS: Acquired experience towards the end of the FitOptiVis ECSEL Project. Microprocess. Microsystems 87 (2021)
Jianyu Chen, Maurice Daverveldt, Zaid Al-Ars
FPGA Acceleration of Zstd Compression Algorithm. IPDPS Workshops (2021)
Yongding Tian, Zhuoran Guo, Jiaxuan Zhang, Zaid Al-Ars
DFL: High-Performance Blockchain-Based Federated Learning. CoRR (2021)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
An Attention Module for Convolutional Neural Networks. ICANN (1) (2021)
Johan Peltenburg, Jeroen van Straten, Matthijs Brobbel, Zaid Al-Ars, H. Peter Hofstee
Generating High-Performance FPGA Accelerator Designs for Big Data Analytics with Fletcher and Apache Arrow. J. Signal Process. Syst. 93 (5) (2021)
Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression. CoRR (2021)
Ahmad Hesam, Lukas Breitwieser, Fons Rademakers, Zaid Al-Ars
GPU Acceleration of 3D Agent-Based Biological Simulations. IPDPS Workshops (2021)
Baozhou Zhu, H. Peter Hofstee, Johan Peltenburg, Jinho Lee, Zaid Al-Ars
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression. IJCAI (2021)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
An Attention Module for Convolutional Neural Networks. CoRR (2021)
Aritra Sarkar, Zaid Al-Ars, Harshitta Gandhi, Koen Bertels
QKSA: Quantum Knowledge Seeking Agent - resource-optimized reinforcement learning using quantum process tomography. CoRR (2021)
Baozhou Zhu, Zaid Al-Ars, Wei Pan
Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation. CoRR (2020)
Nauman Ahmed, Koen Bertels, Zaid Al-Ars
Efficient GPU Acceleration for Computing Maximal Exact Matches in Long DNA Reads. ICBBB (2020)
Rene Miedema, Georgios Smaragdos, Mario Negrello, Zaid Al-Ars, Matthias Möller, Christos Strydis
flexHH: A Flexible Hardware Library for Hodgkin-Huxley-Based Neural Simulations. IEEE Access 8 (2020)
Aritra Sarkar, Zaid Al-Ars, Koen Bertels
Quantum Accelerated Estimation of Algorithmic Information. CoRR (2020)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
An Efficient High-Throughput LZ77-Based Decompressor in Reconfigurable Logic. J. Signal Process. Syst. 92 (9) (2020)
Rene Miedema, Georgios Smaragdos, Mario Negrello, Zaid Al-Ars, Matthias Möller, Christos Strydis
Synthesis-Free, Flexible and Fast Hardware Library for Biophysically Plausible Neurosimulations. FPGA (2020)
Aritra Sarkar, Zaid Al-Ars, Koen Bertels
QuASeR - Quantum Accelerated De Novo DNA Sequence Reconstruction. CoRR (2020)
David Enthoven, Zaid Al-Ars
An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies. CoRR (2020)
Luigi Pomante, Francesca Palumbo, Claudia Rinaldi, Giacomo Valente, Carlo Sau, Tiziana Fanni, Frank van der Linden, Twan Basten, Marc Geilen, Geran Peeren, Jirí Kadlec, Pekka Jääskeläinen, Marcos Martinez de Alejandro, Jukka Saarinen, Tero Säntti, Maria Katiuscia Zedda, Victor Sanchez, Dip Goswami, Zaid Al-Ars, Ad de Beer
Design and management of image processing pipelines within CPS: 2 years of experience from the FitOptiVis ECSEL Project. DSD (2020)
Stefan Zwaard, Henk-Jan Boele, Hani Alers, Christos Strydis, Casey Lew-Williams, Zaid Al-Ars
Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning. CoRR (2020)
Jan-Harm L. F. Betting, Vincenzo Romano, Laurens W. J. Bosman, Zaid Al-Ars, Chris I. De Zeeuw, Christos Strydis
Stairway to Abstraction: an Iterative Algorithm for Whisker Detection in Video Frames. LASCAS (2020)
Lennart Noordsij, Steven van der Vlugt, Mohamed A. Bamakhrama, Zaid Al-Ars, Peter Lindstrom
Parallelization of Variable Rate Decompression through Metadata. PDP (2020)
Baozhou Zhu, Zaid Al-Ars, Wei Pan
Towards Lossless Binary Convolutional Neural Networks Using Piecewise Approximation. ECAI (2020)
Baozhou Zhu, Zaid Al-Ars, H. Peter Hofstee
REAF: Reducing Approximation of Channels by Reducing Feature Reuse Within Convolution. IEEE Access 8 (2020)
Paul Bakker, Henk-Jan Boele, Zaid Al-Ars, Christos Strydis
Real-Time Face and Landmark Localization for Eyeblink Detection. CoRR (2020)
Baozhou Zhu, H. Peter Hofstee, Jinho Lee, Zaid Al-Ars
SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks. CoRR (2020)
Johan Peltenburg, Jeroen van Straten, Matthijs Brobbel, Zaid Al-Ars, H. Peter Hofstee
Tydi: An Open Specification for Complex Data Structures Over Hardware Streams. IEEE Micro 40 (4) (2020)
Tanveer Ahmad, Nauman Ahmed, Zaid Al-Ars, H. Peter Hofstee
Optimizing performance of GATK workflows using Apache Arrow In-Memory data framework. BMC Genom. 21 (S-10) (2020)
Baozhou Zhu, Zaid Al-Ars, H. Peter Hofstee
NASB: Neural Architecture Search for Binary Convolutional Neural Networks. CoRR (2020)
Baozhou Zhu, Zaid Al-Ars, H. Peter Hofstee
NASB: Neural Architecture Search for Binary Convolutional Neural Networks. IJCNN (2020)
Lukas Breitwieser, Ahmad Hesam, Jean de Montigny, Vasileios Vavourakis, Alexandros Iosif, Jack Jennings, Marcus Kaiser, Marco Manca, Alberto Di Meglio, Zaid Al-Ars, Fons Rademakers, Onur Mutlu, Roman Bauer
BioDynaMo: an agent-based simulation platform for scalable computational biology research. CoRR (2020)
Michiel A. van der Vlag, Georgios Smaragdos, Zaid Al-Ars, Christos Strydis
Exploring Complex Brain-Simulation Workloads on Multi-GPU Deployments. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Johan Peltenburg, Lars T. J. van Leeuwen, Joost Hoozemans, Jian Fang, Zaid Al-Ars, H. Peter Hofstee
Battling the CPU Bottleneck in Apache Parquet to Arrow Conversion Using FPGA. FPT (2020)
Nauman Ahmed, Tong Dong Qiu, Koen Bertels, Zaid Al-Ars
GPU acceleration of Darwin read overlapper for de novo assembly of long DNA reads. BMC Bioinform. (13) (2020)
Johan Peltenburg, Jeroen van Straten, Lars Wijtemans, Lars van Leeuwen, Zaid Al-Ars, H. Peter Hofstee
Fletcher: A Framework to Efficiently Integrate FPGA Accelerators with Apache Arrow. FPL (2019)
Zaid Al-Ars, Steven van der Vlugt, Pekka Jääskeläinen, Frank van der Linden
ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications. J. Signal Process. Syst. 91 (1) (2019)
Aritra Sarkar, Zaid Al-Ars, Carmen G. Almudéver, Koen Bertels
An algorithm for DNA read alignment on quantum accelerators. CoRR (2019)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
Refine and Recycle: A Method to Increase Decompression Parallelism. ASAP (2019)
Joost Hoozemans, Jeroen van Straten, Timo Viitanen, Aleksi Tervo, Jiri Kadlec, Zaid Al-Ars
ALMARVI Execution Platform: Heterogeneous Video Processing SoC Platform on FPGA. J. Signal Process. Syst. 91 (1) (2019)
Joost Hoozemans, Rob de Jong, Steven van der Vlugt, Jeroen van Straten, Uttam Kumar Elango, Zaid Al-Ars
Frame-based Programming, Stream-Based Processing for Medical Image Processing Applications. J. Signal Process. Syst. 91 (1) (2019)
Nauman Ahmed, Jonathan Levy, Shanshan Ren, Hamid Mushtaq, Koen Bertels, Zaid Al-Ars
Correction to: GASAL2: a GPU accelerated sequence alignment library for high-throughput NGS data. BMC Bioinform. 20 (1) (2019)
Nauman Ahmed, Jonathan Levy, Shanshan Ren, Hamid Mushtaq, Koen Bertels, Zaid Al-Ars
GASAL2: a GPU accelerated sequence alignment library for high-throughput NGS data. BMC Bioinform. 20 (1) (2019)
Shanshan Ren, Nauman Ahmed, Koen Bertels, Zaid Al-Ars
GPU accelerated sequence alignment with traceback for GATK HaplotypeCaller. BMC Genom. 20 (S2) (2019)
Zaid Al-Ars, Twan Basten, Ad de Beer, Marc Geilen, Dip Goswami, Pekka Jääskeläinen, Jirí Kadlec, Marcos Martinez de Alejandro, Francesca Palumbo, Geran Peeren, Luigi Pomante, Frank van der Linden, Jukka Saarinen, Tero Säntti, Carlo Sau, Maria Katiuscia Zedda
The FitOptiVis ECSEL project: highly efficient distributed embedded image/video processing in cyber-physical systems. CF (2019)
Jian Fang, Jianyu Chen, Jinho Lee, Zaid Al-Ars, H. Peter Hofstee
A Fine-Grained Parallel Snappy Decompressor for FPGAs Using a Relaxed Execution Model. FCCM (2019)
Johan Peltenburg, Jeroen van Straten, Matthijs Brobbel, H. Peter Hofstee, Zaid Al-Ars
Supporting Columnar In-memory Formats on FPGA: The Hardware Design of Fletcher for Apache Arrow. ARC (2019)
Mahroo Zandrahimi, Philippe Debaud, Armand Castillejo, Zaid Al-Ars
Evaluation of the Impact of Technology Scaling on Delay Testing for Low-Cost AVS. J. Electron. Test. 35 (3) (2019)
Ernst Joachim Houtgast, Vlad Mihai Sima, Koen Bertels, Zaid Al-Ars
Hardware acceleration of BWA-MEM genomic short read mapping for longer read lengths. Comput. Biol. Chem. 75 (2018)
Shanshan Ren, Nauman Ahmed, Koen Bertels, Zaid Al-Ars
An Efficient GPU-Based de Bruijn Graph Construction Algorithm for Micro-Assembly. BIBE (2018)
Mahroo Zandrahimi, Philippe Debaud, Armand Castillejo, Zaid Al-Ars
An industrial case study of low cost adaptive voltage scaling using delay test patterns. DATE (2018)
Mahroo Zandrahimi, Philippe Debaud, Armand Castillejo, Zaid Al-Ars
Industrial evaluation of transition fault testing for cost effective offline adaptive voltage scaling. DATE (2018)
Joost Hoozemans, Jeroen van Straten, Zaid Al-Ars, Stephan Wong
Evaluating Auto-adaptation Methods for Fine-Grained Adaptable Processors. ARCS (2018)
Nagarajan Kathiresan, Rashid Al-Ali, Puthen V. Jithesh, Ganesan Narayanasamy, Zaid Al-Ars
Porting and Benchmarking of BWAKIT Pipeline on OpenPOWER Architecture. ISC Workshops (2018)
Ernst Joachim Houtgast, Vlad Mihai Sima, Koen Bertels, Zaid Al-Ars
Comparative Analysis of System-Level Acceleration Techniques in Bioinformatics: A Case Study of Accelerating the Smith-Waterman Algorithm for BWA-MEM. BIBE (2018)
Jian Fang, Jianyu Chen, Zaid Al-Ars, H. Peter Hofstee, Jan Hidders
A high-bandwidth snappy decompressor in reconfigurable logic: work-in-progress. CODES+ISSS (2018)
Parag Bhosale, Marius Staring, Zaid Al-Ars, Floris F. Berendsen
GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applications. Medical Imaging: Image Processing (2018)
Mahroo Zandrahimi, Philippe Debaud, Armand Castillejo, Zaid Al-Ars
Cost Effective Adaptive Voltage Scaling Using Path Delay Fault Testing. EWDTS (2018)
Hamid Mushtaq, Nauman Ahmed, Zaid Al-Ars
Streaming Distributed DNA Sequence Alignment Using Apache Spark. BIBE (2017)
Ernst Houtgast, Vlad Mihai Sima, Zaid Al-Ars
High Performance Streaming Smith-Waterman Implementation with Implicit Synchronization on Intel FPGA using OpenCL. BIBE (2017)
Shanshan Ren, Koen Bertels, Zaid Al-Ars
GPU-Accelerated GATK HaplotypeCaller with Load-Balanced Multi-Process Optimization. BIBE (2017)
Yang Ma, Prajith Ramakrishnan Geethakumari, Georgios Smaragdos, Sander Lindeman, Vincenzo Romano, Mario Negrello, Ioannis Sourdis, Laurens W. J. Bosman, Chris I. De Zeeuw, Zaid Al-Ars, Christos Strydis
Towards real-time whisker tracking in rodents for studying sensorimotor disorders. SAMOS (2017)
Mahroo Zandrahimi, Philippe Debaud, Armand Castillejo, Zaid Al-Ars
Using transition fault test patterns for cost effective offline performance estimation. DTIS (2017)
Nauman Ahmed, Koen Bertels, Zaid Al-Ars
Predictive Genome Analysis Using Partial DNA Sequencing Data. BIBE (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zaid Al-Ars