'Zhores' -- Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology

02/20/2019
by   Igor Zacharov, et al.
0

The Petaflops supercomputer "Zhores" recently launched in the "Center for Computational and Data-Intensive Science and Engineering" (CDISE) of Skolkovo Institute of Science and Technology (Skoltech) opens up new exciting opportunities for scientific discoveries in the institute especially in the areas of data-driven modeling, machine learning and artificial intelligence. This supercomputer utilizes the latest generation of Intel and NVidia processors to provide resources for the most compute intensive tasks of the Skoltech scientists working in digital pharma, predictive analytics, photonics, material science, image processing, plasma physics and many more. Currently it places 6th in the Russian and CIS TOP-50 (2018) supercomputer list. In this article we summarize the cluster properties and discuss the measured performance and usage modes of this scientific instrument in Skoltech.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/04/2021

Artificial Intelligence and Machine Learning in Nuclear Physics

Advances in artificial intelligence/machine learning methods provide too...
research
02/03/2021

A Data-Driven Approach to Violin Making

Of all the characteristics of a violin, those that concern its shape are...
research
09/28/2021

CateCom: a practical data-centric approach to categorization of computational models

The advent of data-driven science in the 21st century brought about the ...
research
09/02/2021

Data science and Machine learning in the Clouds: A Perspective for the Future

As we are fast approaching the beginning of a paradigm shift in the fiel...
research
04/04/2022

On scientific understanding with artificial intelligence

Imagine an oracle that correctly predicts the outcome of every particle ...
research
03/09/2023

Position Paper on Dataset Engineering to Accelerate Science

Data is a critical element in any discovery process. In the last decades...
research
12/06/2021

Simulation Intelligence: Towards a New Generation of Scientific Methods

The original "Seven Motifs" set forth a roadmap of essential methods for...

Please sign up or login with your details

Forgot password? Click here to reset