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Denis Shaikhislamov,Andrey Sozykin,Vadim Voevodin
Pág. 57 - 83
Neural networks are becoming more and more popular in scientific field and in the industry. It is mostly because new solutions using neural networks show state-of-the-art results in the domains previously occupied by traditional methods, eg. computer vis...
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Vladimir V. Voevodin,Alexander S. Antonov,Dmitry A. Nikitenko,Pavel A. Shvets,Sergey I. Sobolev,Igor Yu. Sidorov,Konstantin S. Stefanov,Vadim V. Voevodin,Sergey A. Zhumatiy
Pág. 4 - 11
The huge number of hardware and software components, together with a large number of parameters affecting the performance of each parallel application, makes ensuring the efficiency of a large scale supercomputer extremely difficult. In this situation, a...
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Dmitry A. Nikitenko,Vadim V. Voevodin,Sergey A. Zhumatiy
Pág. 4 - 10
It is a common knowledge that the increasingly growing capabilities of HPC systems are always limited by a number of efficiency related issues. The reasons can be very different: hardware failures, incorrect job scheduling, peculiarities of algorithm, ch...
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Petr V. Trifanov,Valeria N. Kaneva,Sergei V. Strijhak,Mikhail A. Panteleev,Fazoil I. Ataullakhanov,Joanne Dunster,Vadim V. Voevodin,Dmitry Yu. Nechipurenko
Pág. 67 - 72
Formation of the platelet plug represents a primary response to the vessel wall injury, but may also result in vessel occlusion. The decrease of the local blood flow due to platelet thrombus formation may lead to serious complications, such as ischemic s...
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Ilya V. Afanasyev,Alexander S. Antonov,Dmitry A. Nikitenko,Vadim V. Voevodin,Vladimir V. Voevodin,Kazuhiko Komatsu,Osamu Watanabe,Akihiro Musa,Hiroaki Kobayashi
Pág. 65 - 69
The main goal of this work is to demonstrate that the development of data-intensive appli- cations for vector systems is not only important and interesting, but is also very possible. In this paper we describe possible implementations of two fundamental ...
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Alexander S. Antonov,Alexey V. Frolov,Hiroaki Kobayashi,Igor N. Konshin,Alexey M. Teplov,Vadim V. Voevodin,Vladimir V. Voevodin
Pág. 61 - 70
The comprehensive analysis of algorithmic properties of well-known. Cholesky decomposition was performed on the basis of multifold AlgoWiki technologies. There was performed a detailed analysis of information graph, data structure, memory access profile,...
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