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Publications

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{2019},

Memory-aware Weight Pruning for Deep Neural Networks.

Thomas Hartenstein and Daniel Maier and Biagio Cosenza and Ben Juurlink

PARS-Mitteilungen, (to appear) 2019,

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2022

Model-Based Loop Perforation

Maier, Daniel and Juurlink, Ben

Euro-Par 2021: Parallel Processing Workshops. Springer International Publishing, 549–554. 2022

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2021

ALONA: Automatic Loop Nest Approximation with Reconstruction and Space Pruning

Daniel Maier and Biagio Cosenza and Ben Juurlink

Euro-Par 2021: Parallel Processing. Springer International Publishing, 3–18. 2021

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2020

DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture

Mohammad Loni and Ali Zoljodi and Daniel Maier and Amin Majd and Masoud Daneshtalab and Mikael Sjödin and Ben Juurlink and Reza Akbari

IEEE World Congress On Computational Intelligence (WCCI) 2020 2020

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Weight Pruning for Deep Neural Networks on GPUs

Hartenstein, Thomas AND Maier, Daniel AND Cosenza, Biagio AND Juurlink, Ben

PARS-Mitteilungen, 51-62. 2020

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2019

Evaluating the Memory Architecture of Next-Generation FPGA-SoCs for HPC

Matthias Göbel and Kai Norman Clasen and Robert Drehmel and Ben Juurlink

Proceedings of the 17th International Conference on High Performance Computing & Simulation (HPCS 2019). Nominee for Outstanding Paper Award. 2019

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A Quantitative Analysis of Processor Memory Bandwidth of an FPGA-MPSoC

Robert Drehmel and Matthias Göbel and Ben Juurlink

Proceedings of the 28th Workshop on Parallel Algorithms, Parallel Computer Structures and Parallel System Software (PARS 2019) 2019

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Reducing DRAM Accesses through Pseudo-Channel Mode

Farzaneh Salehiminapour and Jan Lucas and Matthias Göbel and Ben Juurlink

Proceedings of the 28th Workshop on Parallel Algorithms, Parallel Computer Structures and Parallel System Software (PARS 2019). Best Student Paper Award. 2019

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SLC: Memory Access Granularity Aware Selective Lossy Compression for GPUs

Sohan Lal and Jan Lucas and Ben Juurlink

Proc. IEEE Int. Conf on Design Automation, and Test in Europe,(DATE) 2019

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Approximating Memory-bound Applications on Mobile GPUs

Daniel Maier, Nadjib Mammeri, Biagio Cosenza, Ben Juurlink

2019 International Conference on High Performance Computing & Simulation (HPCS) 2019

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MEMPower: Data-Aware GPU Memory Power Model

Lucas, Jan and Juurlink, Ben

Architecture of Computing Systems – ARCS 2019. Springer International Publishing, 195–207. 2019

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2018

VComputeBench: A Vulkan Benchmark Suite for GPGPU on Mobile and Embedded GPUs

Nadjib Mammeri and Ben Juurlink

2018 IEEE International Symposium on Workload Characterization (IISWC). IEEE. 2018

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A Case for Memory Access Granularity Aware Selective Lossy Compression for GPUs

Sohan Lal and Ben Juurlink

ACM Student Research Competition Poster and Extended Abstract at the 51st IEEE/ACM Int. Symposium on Microarchitecture (MICRO) 2018

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Predictable Thread Coarsening

Stawinoga, Nicolai and Field, Tony

ACM Transactions on Architecture and Code Optimization (TACO). ACM, 23. 2018

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OpenABL: A Domain-Specific Language for Parallel and Distributed Agent-Based Simulations

Biagio Cosenza and Nikita Popov and Ben H. H. Juurlink and Paul Richmond and Mozhgan Kabiri Chimeh and Carmine Spagnuolo and Gennaro Cordasco and Vittorio Scarano

24th International Conference on Parallel and Distributed Computing (Euro-Par) 2018, 505–518. 2018

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