Communications in Computer and Information Science 965

Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang

Editorial Board Simone Diniz Junqueira Barbosa Pontiﬁcal Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Vladimir Voevodin • Sergey Sobolev (Eds.)

Supercomputing 4th Russian Supercomputing Days, RuSCDays 2018 Moscow, Russia, September 24–25, 2018 Revised Selected Papers

123 Editors Vladimir Voevodin Sergey Sobolev Research Computing Center (RCC) RCC Moscow State University Moscow State University Moscow, Russia Moscow, Russia

ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science ISBN 978-3-030-05806-7 ISBN 978-3-030-05807-4 (eBook) https://doi.org/10.1007/978-3-030-05807-4

Library of Congress Control Number: 2018963970

© Springer Nature Switzerland AG 2019 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface

The 4th Russian Supercomputing Days Conference (RuSCDays 2018) was held September 24–25, 2018, in Moscow, Russia. It was organized by the Supercomputing Consortium of Russian Universities and the Russian Academy of Sciences. The conference was supported by the Russian Foundation for Basic Research and our respected platinum educational partner (IBM), platinum sponsors (NVIDIA, T-Platforms, Intel), gold sponsors (Mellanox, Dell EMC, Hewlett Packard Enterprise), and silver sponsors (Lenovo, AMD, Xilinx, RSC). The conference was organized in partnership with the ISC High Performance conference series. The conference was born in 2015 as a union of several supercomputing events in Russia and quickly became one of the most notable Russian supercomputing meetings. The conference caters to the interests of a wide range of representatives from science, industry, business, education, government, and students – anyone connected to the development or the use of supercomputing technologies. The conference topics cover all aspects of supercomputing technologies: software and hardware design, solving large tasks, application of supercomputing technologies in industry, exascale computing issues, supercomputing co-design technologies, supercomputing education, and others. All papers submitted to the conference were reviewed by three referees in the first review round. The papers were evaluated according to their relevance to the conference topics, scientific contribution, presentation, approbation, and related works description. After notification of a conditional acceptance, the second review round was arranged aimed at the final polishing of papers and also at evaluating the authors’ work after the referees’ comments. After the conference, the 59 best papers were carefully selected to be included in this volume. The proceedings editors would like to thank all the conference committee members, especially the Organizing and Program Committee members as well as the other reviewers for their contributions. We also thank Springer for producing these high-quality proceedings of RuSCDays 2018.

October 2018 Vladimir Voevodin Sergey Sobolev Organization

The 4th Russian Supercomputing Days Conference (RuSCDays 2018) was organized by the Supercomputing Consortium of Russian Universities and the Russian Academy of Sciences. The conference organization coordinator was Moscow State University Research Computing Center.

Steering Committee

V. A. Sadovnichiy Moscow State University, Russia (Chair) V. B. Betelin (Co-chair) Russian Academy of Sciences, Moscow, Russia A. V. Tikhonravov Moscow State University, Russia (Co-chair) J. Dongarra (Co-chair) University of Tennessee, Knoxville, USA A. I. Borovkov Peter the Great Saint-Petersburg Polytechnic University, Russia Vl. V. Voevodin Moscow State University, Russia V. P. Gergel Lobachevsky State University of Nizhni Novgorod, Russia G. S. Elizarov NII Kvant, Moscow, Russia V. V. Elagin Hewlett Packard Enterprise, Moscow, Russia A. K. Kim MCST, Moscow, Russia E. V. Kudryashova Northern (Arctic) Federal University, Arkhangelsk, Russia N. S. Mester Intel, Moscow, Russia E. I. Moiseev Moscow State University, Russia A. A. Moskovskiy RSC Group, Moscow, Russia V. Yu. Opanasenko T-Platforms, Moscow, Russia G. I. Savin Joint Supercomputer Center, Russian Academy of Sciences, Moscow, Russia A. S. Simonov NICEVT, Moscow, Russia V. A. Soyfer Samara University, Russia L. B. Sokolinskiy South Ural State University, Chelyabinsk, Russia I. A. Sokolov Russian Academy of Sciences, Moscow, Russia R. G. Strongin Lobachevsky State University of Nizhni Novgorod, Russia A. N. Tomilin Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia A. R. Khokhlov Moscow State University, Russia B. N. Chetverushkin Keldysh Institutes of Applied Mathematics, Russian Academy of Sciences, Moscow, Russia VIII Organization

E. V. Chuprunov Lobachevsky State University of Nizhni Novgorod, Russia A. L. Shestakov South Ural State University, Chelyabinsk, Russia

Program Committee

Vl. V. Voevodin (Chair) Moscow State University, Russia R. M. Shagaliev Russian Federal Nuclear Center, Sarov, Russia (Co-chair) M. V. Yakobovskiy Keldysh Institutes of Applied Mathematics, Russian (Co-chair) Academy of Sciences, Moscow, Russia T. Sterling (Co-chair) Indiana University, Bloomington, USA S. I. Sobolev (Scientiﬁc Moscow State University, Russia Secretary) A. I. Avetisyan Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia D. Bader Georgia Institute of Technology, Atlanta, USA P. Balaji Argonne National Laboratory, USA M. R. Biktimirov Russian Academy of Sciences, Moscow, Russia A. V. Bukhanovskiy ITMO University, Saint Petersburg, Russia J. Carretero University Carlos III of Madrid, Spain Yu. V. Vasilevskiy Keldysh Institutes of Applied Mathematics, Russian Academy of Sciences, Moscow, Russia V. E. Velikhov National Research Center Kurchatov Institute, Moscow, Russia V. Yu. Volkonskiy MCST, Moscow, Russia V. M. Volokhov Institute of Problems of Chemical Physics of Russian Academy of Sciences, Chernogolovka, Russia R. K. Gazizov Ufa State Aviation Technical University, Russia B. M. Glinskiy Institute of Computational Mathematics and Mathematical Geophysics, Siberian Branch of Russian Academy of Sciences, Novosibirsk, Russia V. M. Goloviznin Moscow State University, Russia V. A. Ilyin National Research Center Kurchatov Institute, Moscow, Russia V. P. Ilyin Institute of Computational Mathematics and Mathematical Geophysics, Siberian Branch of Russian Academy of Sciences, Novosibirsk, Russia S. I. Kabanikhin Institute of Computational Mathematics and Mathematical Geophysics, Siberian Branch of Russian Academy of Sciences, Novosibirsk, Russia I. A. Kalyaev NII MVS, South Federal University, Taganrog, Russia H. Kobayashi Tohoku University, Japan V. V. Korenkov Joint Institute for Nuclear Research, Dubna, Russia V. A. Kryukov Keldysh Institutes of Applied Mathematics, Russian Academy of Sciences, Moscow, Russia Organization IX

J. Kunkel University of Hamburg, Germany S. D. Kuznetsov Institute for System Programming of the Russian Academy of Sciences, Moscow, Russia J. Labarta Barcelona Supercomputing Center, Spain A. Lastovetsky University College Dublin, Ireland M. P. Lobachev Krylov State Research Centre, Saint Petersburg, Russia Y. Lu National University of Defense Technology, Changsha, Hunan, China T. Ludwig German Climate Computing Center, Hamburg, Germany V. N. Lykosov Institute of Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia I. B. Meerov Lobachevsky State University of Nizhni Novgorod, Russia M. Michalewicz University of Warsaw, Poland L. Mirtaheri Kharazmi University, Tehran, Iran A. V. Nemukhin Moscow State University, Russia G. V. Osipov Lobachevsky State University of Nizhni Novgorod, Russia A. V. Semyanov Lobachevsky State University of Nizhni Novgorod, Russia Ya. D. Sergeev Lobachevsky State University of Nizhni Novgorod, Russia H. Sithole Centre for High Performance Computing, Cape Town, South Africa A. V. Smirnov Moscow State University, Russia R. G. Strongin Lobachevsky State University of Nizhni Novgorod, Russia H. Takizawa Tohoku University, Japan M. Taufer University of Delaware, Newark, USA V. E. Turlapov Lobachevsky State University of Nizhni Novgorod, Russia E. E. Tyrtyshnikov Institute of Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia V. A. Fursov Samara University, Russia L. E. Khaymina Northern (Arctic) Federal University, Arkhangelsk, Russia T. Hoeﬂer Eidgenössische Technische Hochschule Zürich, Switzerland B. M. Shabanov Joint Supercomputer Center, Russian Academy of Sciences, Moscow, Russia N. N. Shabrov Peter the Great Saint-Petersburg Polytechnic University, Russia L. N. Shchur Higher School of Economics, Moscow, Russia R. Wyrzykowski Czestochowa University of Technology, Poland M. Yokokawa Kobe University, Japan X Organization

Industrial Committee

A. A. Aksenov Tesis, Moscow, Russia (Co-chair) V. E. Velikhov National Research Center Kurchatov Institute, Moscow, (Co-chair) Russia A. V. Murashov T-Platforms, Moscow, Russia (Co-chair) Yu. Ya. Boldyrev Peter the Great Saint-Petersburg Polytechnic University, Russia M. A. Bolshukhin Afrikantov Experimental Design Bureau for Mechanical Engineering, Nizhny Novgorod, Russia R. K. Gazizov Ufa State Aviation Technical University, Russia M. P. Lobachev Krylov State Research Centre, Saint Petersburg, Russia V. Ya. Modorskiy Perm National Research Polytechnic University, Russia A. P. Skibin Gidropress, Podolsk, Russia S. Stoyanov T-Services, Moscow, Russia N. N. Shabrov Peter the Great Saint-Petersburg Polytechnic University, Russia A. B. Shmelev RSC Group, Moscow, Russia S. V. Strizhak Hewlett-Packard, Moscow, Russia

Educational Committee

V. P. Gergel (Co-chair) Lobachevsky State University of Nizhni Novgorod, Russia Vl. V. Voevodin Moscow State University, Russia (Co-chair) L. B. Sokolinskiy South Ural State University, Chelyabinsk, Russia (Co-chair) Yu. Ya. Boldyrev Peter the Great Saint-Petersburg Polytechnic University, Russia A. V. Bukhanovskiy ITMO University, Saint Petersburg, Russia R. K. Gazizov Ufa State Aviation Technical University, Russia S. A. Ivanov Hewlett-Packard, Moscow, Russia V. Ya. Modorskiy Perm National Research Polytechnic University, Russia S. G. Mosin Kazan Federal University, Russia I. O. Odintsov RSC Group, Saint Petersburg, Russia N. N. Popova Moscow State University, Russia O. A. Yufryakova Northern (Arctic) Federal University, Arkhangelsk, Russia

Organizing Committee

Vl. V. Voevodin (Chair) Moscow State University, Russia V. P. Gergel (Co-chair) Lobachevsky State University of Nizhni Novgorod, Russia Organization XI

B. M. Shabanov Joint Supercomputer Center, Russian Academy (Co-chair) of Sciences, Moscow, Russia S. I. Sobolev (Scientiﬁc Moscow State University, Russia Secretary) A. A. Aksenov Tesis, Moscow, Russia A. P. Antonova Moscow State University, Russia A. S. Antonov Moscow State University, Russia K. A. Barkalov Lobachevsky State University of Nizhni Novgorod, Russia M. R. Biktimirov Russian Academy of Sciences, Moscow, Russia Vad. V. Voevodin Moscow State University, Russia T. A. Gamayunova Moscow State University, Russia O. A. Gorbachev RSC Group, Moscow, Russia V. A. Grishagin Lobachevsky State University of Nizhni Novgorod, Russia S. A. Zhumatiy Moscow State University, Russia V. V. Korenkov Joint Institute for Nuclear Research, Dubna, Russia I. B. Meerov Lobachevsky State University of Nizhni Novgorod, Russia D. A. Nikitenko Moscow State University, Russia I. M. Nikolskiy Moscow State University, Russia N. N. Popova Moscow State University, Russia N. M. Rudenko Moscow State University, Russia A. S. Semenov NICEVT, Moscow, Russia I. Yu. Sidorov Moscow State University, Russia L. B. Sokolinskiy South Ural State University, Chelyabinsk, Russia V. M. Stepanenko Moscow State University, Russia N. T. Tarumova Moscow State University, Russia A. V. Tikhonravov Moscow State University, Russia A. S. Frolov NICEVT, Moscow, Russia A. Yu. Chernyavskiy Moscow State University, Russia P. A. Shvets Moscow State University, Russia M. V. Yakobovskiy Keldysh Institutes of Applied Mathematics, Russian Academy of Sciences, Moscow, Russia Contents

Parallel Algorithms

A Parallel Algorithm for Studying the Ice Cover Impact onto Seismic Waves Propagation in the Shallow Arctic Waters ...... 3 Galina Reshetova, Vladimir Cheverda, Vadim Lisitsa, and Valery Khaidykov

An Efficient Parallel Algorithm for Numerical Solution of Low Dimension Dynamics Problems...... 15 Stepan Orlov, Alexey Kuzin, and Nikolay Shabrov

Analysis of Means of Simulation Modeling of Parallel Algorithms ...... 29 D. V. Weins, B. M. Glinskiy, and I. G. Chernykh

Block Lanczos-Montgomery Method over Large Prime Fields with GPU Accelerated Dense Operations...... 40 Nikolai Zamarashkin and Dmitry Zheltkov

Comparison of Dimensionality Reduction Schemes for Parallel Global Optimization Algorithms ...... 50 Konstantin Barkalov, Vladislav Sovrasov, and Ilya Lebedev

Efficiency Estimation for the Mathematical Physics Algorithms for Distributed Memory Computers ...... 63 Igor Konshin

Extremely High-Order Optimized Multioperators-Based Schemes and Their Applications to Flow Instabilities and Sound Radiation ...... 76 Andrei Tolstykh, Michael Lipavskii, Dmitrii Shirobokov, and Eugenii Chigerev

GPU-Based Parallel Computations in Multicriterial Optimization...... 88 Victor Gergel and Evgeny Kozinov

LRnLA Algorithm ConeFold with Non-local Vectorization for LBM Implementation ...... 101 Anastasia Perepelkina and Vadim Levchenko

Numerical Method for Solving a Diffraction Problem of Electromagnetic Wave on a System of Bodies and Screens ...... 114 Mikhail Medvedik, Marina Moskaleva, and Yury Smirnov XIV Contents

Parallel Algorithm for One-Way Wave Equation Based Migration for Seismic Imaging ...... 125 Alexander Pleshkevich, Dmitry Vishnevsky, Vadim Lisitsa, and Vadim Levchenko

Parallel Simulation of Community-Wide Information Spreading in Online Social Networks ...... 136 Sergey Kesarev, Oksana Severiukhina, and Klavdiya Bochenina

Technique for Teaching Parallel Programming via Solving a Computational Electrodynamics Problems ...... 149 Sergey Mosin, Nikolai Pleshchinskii, Ilya Pleshchinskii, and Dmitrii Tumakov

The Algorithm for Transferring a Large Number of Radionuclide Particles in a Parallel Model of Ocean Hydrodynamics ...... 159 Vladimir Bibin, Rashit Ibrayev, and Maxim Kaurkin

Supercomputer Simulation

Aerodynamic Models of Complicated Constructions Using Parallel Smoothed Particle Hydrodynamics ...... 173 Alexander Titov, Sergey Khrapov, Victor Radchenko, and Alexander Khoperskov

Ballistic Resistance Modeling of Aramid Fabric with Surface Treatment . . . . 185 Natalia Yu. Dolganina, Anastasia V. Ignatova, Alexandra A. Shabley, and Sergei B. Sapozhnikov

CardioModel – New Software for Cardiac Electrophysiology Simulation . . . . 195 Valentin Petrov, Sergey Lebedev, Anna Pirova, Evgeniy Vasilyev, Alexander Nikolskiy, Vadim Turlapov, Iosif Meyerov, and Grigory Osipov

Examination of Clastic Oil and Gas Reservoir Rock Permeability Modeling by Molecular Dynamics Simulation Using High-Performance Computing. . . . 208 Vladimir Berezovsky, Marsel Gubaydullin, Alexander Yur’ev, and Ivan Belozerov

Hybrid Codes for Atomistic Simulations on the Desmos Supercomputer: GPU-acceleration, Scalability and Parallel I/O...... 218 Nikolay Kondratyuk, Grigory Smirnov, and Vladimir Stegailov

INMOST Parallel Platform for Mathematical Modeling and Applications . . . . 230 Kirill Terekhov and Yuri Vassilevski Contents XV

Maximus: A Hybrid Particle-in-Cell Code for Microscopic Modeling of Collisionless Plasmas...... 242 Julia Kropotina, Andrei Bykov, Alexandre Krassilchtchikov, and Ksenia Levenfish

Microwave Radiometry of Atmospheric Precipitation: Radiative Transfer Simulations with Parallel Supercomputers ...... 254 Yaroslaw Ilyushin and Boris Kutuza

Modeling Groundwater Flow in Unconfined Conditions of Variable Density Solutions in Dual-Porosity Media Using the GeRa Code ...... 266 Ivan Kapyrin, Igor Konshin, Vasily Kramarenko, and Fedor Grigoriev

New QM/MM Implementation of the MOPAC2012 in the GROMACS . . . . . 279 Arthur O. Zalevsky, Roman V. Reshetnikov, and Andrey V. Golovin

Orlando Tools: Energy Research Application Development Through Convergence of Grid and Cloud Computing ...... 289 Alexander Feoktistov, Sergei Gorsky, Ivan Sidorov, Roman Kostromin, Alexei Edelev, and Lyudmila Massel

Parallel FDTD Solver with Static and Dynamic Load Balancing ...... 301 Gleb Balykov

Parallel Supercomputer Docking Program of the New Generation: Finding Low Energy Minima Spectrum ...... 314 Alexey Sulimov, Danil Kutov, and Vladimir Sulimov

Parallelization Strategy for Wavefield Simulation with an Elastic Iterative Solver ...... 331 Mikhail Belonosov, Vladimir Cheverda, Victor Kostin, and Dmitry Neklyudov

Performance of Time and Frequency Domain Cluster Solvers Compared to Geophysical Applications ...... 343 Victor Kostin, Sergey Solovyev, Andrey Bakulin, and Maxim Dmitriev

Population Annealing and Large Scale Simulations in Statistical Mechanics ...... 354 Lev Shchur, Lev Barash, Martin Weigel, and Wolfhard Janke

Simulation and Optimization of Aircraft Assembly Process Using Supercomputer Technologies ...... 367 Tatiana Pogarskaia, Maria Churilova, Margarita Petukhova, and Evgeniy Petukhov XVI Contents

SL-AV Model: Numerical Weather Prediction at Extra-Massively Parallel Supercomputer ...... 379 Mikhail Tolstykh, Gordey Goyman, Rostislav Fadeev, Vladimir Shashkin, and Sergei Lubov

Supercomputer Simulation Study of the Convergence of Iterative Methods for Solving Inverse Problems of 3D Acoustic Tomography with the Data on a Cylindrical Surface...... 388 Sergey Romanov

Supercomputer Technology for Ultrasound Tomographic Image Reconstruction: Mathematical Methods and Experimental Results ...... 401 Alexander Goncharsky and Sergey Seryozhnikov

The Parallel Hydrodynamic Code for Astrophysical Flow with Stellar Equations of State ...... 414 Igor Kulikov, Igor Chernykh, Vitaly Vshivkov, Vladimir Prigarin, Vladimir Mironov, and Alexander Tutukov

Three-Dimensional Simulation of Stokes Flow Around a Rigid Structure Using FMM/GPU Accelerated BEM ...... 427 Olga A. Abramova, Yulia A. Pityuk, Nail A. Gumerov, and Iskander Sh. Akhatov

Using of Hybrid Cluster Systems for Modeling of a Satellite and Plasma Interaction by the Molecular Dynamics Method ...... 439 Leonid Zinin, Alexander Sharamet, and Sergey Ishanov

High Performance Architectures, Tools and Technologies

Adaptive Scheduling for Adjusting Retrieval Process in BOINC-Based Virtual Screening ...... 453 Natalia Nikitina and Evgeny Ivashko

Advanced Vectorization of PPML Method for Intel® Xeon® Scalable Processors ...... 465 Igor Chernykh, Igor Kulikov, Boris Glinsky, Vitaly Vshivkov, Lyudmila Vshivkova, and Vladimir Prigarin

Analysis of Results of the Rating of Volunteer Distributed Computing Projects ...... 472 Vladimir N. Yakimets and Ilya I. Kurochkin

Application of the LLVM Compiler Infrastructure to the Program Analysis in SAPFOR...... 487 Nikita Kataev Contents XVII

Batch of Tasks Completion Time Estimation in a Desktop Grid ...... 500 Evgeny Ivashko and Valentina Litovchenko

BOINC-Based Branch-and-Bound ...... 511 Andrei Ignatov and Mikhail Posypkin

Comprehensive Collection of Time-Consuming Problems for Intensive Training on High Performance Computing ...... 523 Iosif Meyerov, Sergei Bastrakov, Alexander Sysoyev, and Victor Gergel

Dependable and Coordinated Resources Allocation Algorithms for Distributed Computing ...... 531 Victor Toporkov and Dmitry Yemelyanov

Deploying Elbrus VLIW CPU Ecosystem for Materials Science Calculations: Performance and Problems ...... 543 Vladimir Stegailov and Alexey Timofeev

Design Technology for Reconfigurable Computer Systems with Immersion Cooling ...... 554 Ilya Levin, Alexey Dordopulo, Alexander Fedorov, and Yuriy Doronchenko

Designing a Parallel Programs on the Base of the Conception of Q-Determinant ...... 565 Valentina Aleeva

Enumeration of Isotopy Classes of Diagonal Latin Squares of Small Order Using Volunteer Computing ...... 578 Eduard Vatutin, Alexey Belyshev, Stepan Kochemazov, Oleg Zaikin, and Natalia Nikitina

Interactive 3D Representation as a Method of Investigating Information Graph Features ...... 587 Alexander Antonov and Nikita Volkov

On Sharing Workload in Desktop Grids...... 599 Ilya Chernov

On-the-Fly Calculation of Performance Metrics with Adaptive Time Resolution for HPC Compute Jobs ...... 609 Konstantin Stefanov and Vadim Voevodin

Residue Logarithmic Coprocessor for Mass Arithmetic Computations ...... 620 Ilya Osinin XVIII Contents

Supercomputer Efficiency: Complex Approach Inspired by Lomonosov-2 History Evaluation ...... 631 Sergei Leonenkov and Sergey Zhumatiy

Supercomputer Real-Time Experimental Data Processing: Technology and Applications ...... 641 Vladislav A. Shchapov, Alexander M. Pavlinov, Elena N. Popova, Andrei N. Sukhanovskii, Stanislav L. Kalyulin, and Vladimir Ya. Modorskii

The Conception, Requirements and Structure of the Integrated Computational Environment ...... 653 V. P. Il’in

The Elbrus-4C Based Node as Part of Heterogeneous Cluster for Oil and Gas Processing Researches...... 666 Ekaterina Tyutlyaeva, Igor Odintsov, Alexander Moskovsky, Sergey Konyukhov, Alexander Kalyakin, and Murad I. Neiman-zade

The Multi-level Adaptive Approach for Efficient Execution of Multi-scale Distributed Applications with Dynamic Workload ...... 675 Denis Nasonov, Nikolay Butakov, Michael Melnik, Alexandr Visheratin, Alexey Linev, Pavel Shvets, Sergey Sobolev, and Ksenia Mukhina

Using Resources of Supercomputing Centers with Everest Platform...... 687 Sergey Smirnov, Oleg Sukhoroslov, and Vladimir Voloshinov

Author Index ...... 699