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Editorial introduction: special issue on advances in parallel and distributed computing for neural computing

Jianguo Chen, Ahmad Salah
2020 Neural computing & applications (Print)  
In addition, papers by Ao Liu, Minrong Lu, Jin Zhang, and Fan Wu focused on structural optimization of neural network models.  ...  In scientific research and practical applications, clusters of computers and accelerators (e.g., GPUs) are routinely used to train and run various neural network models.  ...  We acknowledge the many reviewers who anonymously and promptly contributed their valuable insights and suggestions. We also appreciate the support from the editorial office.  ... 
doi:10.1007/s00521-020-04887-7 fatcat:aydztes3cjfrffsw7ext7g6c4i

2020 Index IEEE Transactions on Parallel and Distributed Systems Vol. 31

2021 IEEE Transactions on Parallel and Distributed Systems  
Ji, S., +, TPDS Sept. 2019 2090-2100 Performance-Aware Model for Sparse Matrix-Matrix Multiplication on the Sunway TaihuLight Supercomputer.  ...  ., +, TPDS Feb. 2019 361-374 Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs.  ... 
doi:10.1109/tpds.2020.3033655 fatcat:cpeatdjlpzhqdersvsk5nmzjkm

State-of-the-Art and Trends for Computing and Interconnect Network Solutions for HPC and AI

A. Tekin, A.Tuncer Durak, C. Piechurski, D. Kaliszan, F. Aylin Sungur, F. Robertsén, P. Gschwandtner
2021 Zenodo  
) and interconnect capabilities and provides an outlook on future trends in terms of mid-term projections about what users may expect in the coming years.  ...  The present report provides a consolidated view on the current and mid-term technologies (2019-2022+) for two important components of an HPC/AI system: computing (general purpose processor and accelerators  ...  Acknowledgements This work was financially supported by the PRACE project funded in part by the EU's Horizon 2020 Research and Innovation programme (2014-2020) under grant agreement 823767.  ... 
doi:10.5281/zenodo.5717283 fatcat:irgzrdxr6ncijcfxsdb3sdodii

Eurolab-4-HPC Long-Term Vision on High-Performance Computing [article]

Theo Ungerer, Paul Carpenter
2018 arXiv   pre-print
This document presents the "EuroLab-4-HPC Long-Term Vision on High-Performance Computing" of August 2017, a road mapping effort within the EC CSA1 Eurolab-4-HPC that targets potential changes in hardware  ...  The proposal on research topics is derived from the report and discussions within the road mapping expert group.  ...  [3] China currently possesses the fastest supercomputer in the world, called the Sunway TaihuLight.  ... 
arXiv:1807.04521v1 fatcat:5neetrgubjhnvcajcktpkohrzq

State-of-the-Art and Trends for Computing and Interconnect Network Solutions for HPC and AI

A. Tekin, A.Tuncer Durak, C. Piechurski, D. Kaliszan, F. Aylin Sungur, F. Robertsén, P. Gschwandtner
2021 Zenodo  
) and interconnect capabilities and provides an outlook on future trends in terms of mid-term projections about what users may expect in the coming years.  ...  The present report provides a consolidated view on the current and mid-term technologies (2019-2022+) for two important components of an HPC/AI system: computing (general purpose processor and accelerators  ...  Acknowledgements This work was financially supported by the PRACE project funded in part by the EU's Horizon 2020 Research and Innovation programme (2014-2020) under grant agreement 823767.  ... 
doi:10.5281/zenodo.5534079 fatcat:fdknu7w4mfc5foa4gnmt5vqdna

Optimization of hybrid parallel application execution in heterogeneous high performance computing systems considering execution time and power consumption [article]

Paweł Rościszewski
2018 arXiv   pre-print
The international HPC community is targeting development of "Exascale" supercomputers (able to sustain 10^18 floating point operations per second) by the year 2020.  ...  Mapping of the application processes on computing devices has also a significant impact on these criteria.  ...  For example, Sunway TaihuLight, the most powerful supercomputer according to the top500 1 list for November 2017, has the performance of 93.014 PFlop/s and consists of 10 649 600 cores of Sunway MPP Central  ... 
arXiv:1809.07611v1 fatcat:f2vl3kmgznckroj6h3uwt2zwf4

Portuguese SKA White Book [article]

Domingos Barbosa, Sonia Antón, João Paulo Barraca, Miguel Bergano, Alexandre C. M. Correia, Dalmiro Maia, Valério A. R. M. Ribeiro
2020 arXiv   pre-print
This white book stems from the contributions presented at the Portuguese SKA Days, held on the 6th and 7th February 2018 with the presence of the SKA Deputy Director General Alistair McPherson and the  ...  The meeting was very successful in providing a detailed overview of the SKA status, vision and goals and describes most of the Portuguese contributions to science, technology and the related industry aspirations  ...  We warmly thank Arnold van Ardenne for invaluable comments and for the inspirational collaboration towards the "greening" of large scale science and the enhancement of its societal impact.  ... 
arXiv:2005.01140v1 fatcat:gijmylrmvfcj3i7dt3wbsr6vhm