The proceedings GRID-2018 are now online at http://ceur-ws.org/Vol-2267
Table of Contents
Plenary Reports
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The CMS Tier1 at JINR: five years of operations 1-10
Andrey Baginyan, Anton Balandin, Sergey Belov, Andrey Dolbilov, Alexey Golunov, Natalia Gromova, Ivan Kadochnikov, Ivan Kashunin, Vladimir Korenkov, Valery Mitsyn, Igor Pelevanyuk, Sergei Shmatov, Tatiana Strizh, Vladimir Trofimov, Nikolay Voytishin, Victor Zhiltsov -
CRIC: the information system for LHC distributed computing 11-17
Alexey V. Anisenkov -
The ATLAS EventIndex and its evolution based on Apache Kudu storage 18-25
Dario Barberis, Fedor Prokoshin, Evgeny Alexandrov, Igor Alexandrov, Zbigniew Baranowski, Luca Canali, Gancho Dimitrov, Alvaro Fernandez Casani, Elizabeth Gallas, Carlos Garcia Montoro, Santiago Gonzalez de la Hoz, Julius Hrivnac, Aleksandr Iakovlev, Andrei Kazymov, Mikhail Mineev, Grigori Rybkin, Javier Sanchez, José Salt Cairols, Petya Vasileva, Miguel Villaplana Perez -
Big Data as the future of information technology 26-31
Alexander Bogdanov, Alexander Degtyarev, Vladimir Korkhov, Thurein Kyaw Lwin, Nadezhda Shchegoleva -
The designing of cloud infrastructure consisting of geographically distributed data centers 32-36
Petr V. Fedchenkov, Sergey E. Khoruzhnikov, Nikita Y. Samokhin, Andrey Y. Shevel -
Multicomponent cluster management system for the computing center at IHEP 37-43
Victoria Ezhova, Anna Kotliar, Viktor Kotliar, Ekaterina Popova -
Масштабное моделирование – алгоритм параллельного отжига
(Large scale simulations with parallel annealing algorithm) 44-51
Lev N. Shchur, Liudmila V. Shchur -
RUNNet: infrastructural and service basis of the national research and education network of the Russian Federation 52-57
Alexey G. Abramov, Anton V. Evseev -
Virtual testbed as a case for Big Data 58-64
Alexandr B. Degtyarev, Alexander V. Bogdanov, Vladimir V. Korkhov, Ivan G. Gankevich, Yury V. Pylnev, Anatoly V. Eibozhenko
Sectional Reports
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ALICE DCS preparation for Run 3 65-69
André Augustinus, Peter Matthew Bond, Peter Chochula, Alexander Kurepin, John Larry Lang, Mateusz Lechman, Ombretta Pinazza, Kevin Cifuentes Salas -
Properties of the parallel discrete event simulation algorithms on small-world communication networks 70-75
Liliia Ziganurova, Lev Shchur -
Грид и облачная инфраструктура дата-центра института физики НАН Азербайджана
(Grid and cloud infrastructure of the data center institute of physics NAS of Azerbaijan) 76-80
Aleksey S. Bondyakov -
The ATLAS BigPanDA monitoring system architecture 81-85
Tatiana Korchuganova, Siarhei Padolski, Torre Wenaus, Alexei Klimentov, Aleksandr Alekseev -
The BigPanDA self-monitoring alarm system for ATLAS 86-90
Aleksandr Alekseev, Tatiana Korchuganova, Siarhei Padolski -
BigData tools for the monitoring of the ATLAS EventIndex 91-94
Evgeny Alexandrov, Andrei Kazymov, Fedor Prokoshin -
The dependence of sites speed factor from the declared HS06 95-98
Victoria Matskovskaya, Andrea Sciabà -
Search for anomalies in the computational jobs of the ATLAS experiment with the application of visual analytics 99-103
Maria Grigorieva, Aleksandr Alekseev, Timofei Galkin, Tatiana Korchuganova, Igal Milman, Victor Pilyugin, Mikhail Titov -
Trigger information data flow for the ATLAS EventIndex 104-107
Mikhail Mineev, Fedor Prokoshin, Alexander Yakovlev -
Разработка перспективной системы сбора данных на основе TRB-3
(Developing prospective data collection system based on the TRB-3) 108-113
Andrey Kondratyev, Nikolay Kurepin, Alexander Kurepin, Konstantin Skazytkin -
Интеллектуальный когнитивный роботренажер для сквозных ИТ на основе глубокого машинного обучения
(Intelligent cognitive robo-equipment for end-to-end IT based on deep machine learning) 114-117
Olga V. Ivanсova, Olga Y. Tyatyushkina, Sergey V. Ulyanov -
Development tools of complex technological objects computer-aided simulation environments 119-123
Mikhail Yu. Orekhov, Dmitrii V. Kalinin, Alexander V. Matrosov -
The atlas production system predictive analytics service: an approach for intelligent task analysis 124-128
Mikhail A. Titov, Mikhail S. Borodin, Dmitry V. Golubkov, Alexei A. Klimentov -
Creating tools to assist in development of CMS software 129-133
George Adamov -
Current workflow execution using job scheduling for the NICA experiments 134-138
Konstantin V. Gertsenberger, Oleg V. Rogachevsky -
COMPASS production system: processing on HPC 139-144
Artem Sh. Petrosyan -
Experience with ITEP-FRRC HPC facility 145-149
Ivan E. Korolko, Mikhail S. Prokudin and Victor A. Kolosov -
New methods of minimizing the errors in the software 150-154
Elizaveta A. Dorenskaya, Yuri A. Semenov. -
Event building from free streaming data at the CBM 155-159
Mikhail S. Prokudin, Ivan E. Korolko -
On the subject of assessing the composition of IT services enterprise information systems via fuzzy sets theory 160-165
Alexandr B. Degtyarev, Gennady D. Dick, Alexander G. Dick -
.NET Core technology in scientific tasks 166-169
Victor A. Dorokhin -
Molecular dynamic simulation of water vapor interaction with various types of pores using hybrid computing structures 170-174
Vladimir V. Korenkov, Eduard.G. Nikonov, Maria. Popovičová -
Using extended reality technologies in distributed computer systems 175-178
Nadezhda O. Vozdvizhenskaya -
Разработка децентрализованной платежной системы на основе технологии blockchain с учетом специфики мобильных платформ
(Development of blockchain based decentralized payment system according to mobile platform specifics) 179-184
Andrey A. Ilukhin, Eduard G. Nikonov -
Modern e-Infrastructure for science and education in Moldova, based on the renam-geant platform 185-189
Peter Bogatencov, Grigore Secrieru, Nichita Degteariov, Nicolai Iluha -
Проблема интероперабельности при реализации четвертой парадигмы
(The interoperability problem during the implementation of the fourth paradigm) 190-194
Andrey A. Kamenshchikov, Alexander Y. Oleynikov -
NRV web knowledge base: scientific and educational applications 195-199
Alexander V. Karpov, Andrey S. Denikin, Viacheslav V. Samarin, Mikhail A. Naumenko, Alexander P. Alekseev, Vladimir A. Rachkov, Viacheslav V. Saiko, Leslie М. Lekala, Bahati Mukeru. -
Architecture and basic principles of the multifunctional platform for plant disease detection 200-206
Pavel Goncharov, Gennady Ososkov, Andrey Nechaevskiy, Alexander Uzhinskiy -
Essential aspects of IT training technology for processing, storage and data mining using the virtual computer lab 207-212
Mikhail A. Belov, Yury A. Krukov, Maksim A. Mikheev, Pavel E. Lupanov, Nadezhda A. Tokareva, Evgeniya N. Cheremisina -
Scalable semantic virtual machine framework for language-agnostic static analysis 213-217
Maxim Menshchikov -
Usage of the distributed computing system in the recovery of the spectral density of sea waves 218-222
Ilya Busko -
Approaches to the automated deployment of the cloud infrastructure of geographically distributed data centers 223-227
Petr V. Fedchenkov, Nikita Y. Samokhin, Sergey E. Khoruzhnikov, Oleg I. Lazo, Andrey Y. Shevel -
About some of the blockchain problems 228-232
Alexander V. Bodganov, Alexander B. Degtyarev, Vladimir V. Korkhov, Magdalyne Kamande, Oleg O. Iakushkin -
Design and implementation of a service for performing HPC computations in cloud environment 233-236
Ruslan I. Kuchumov, Vladimir V. Korkhov -
Creation of cloud infrastructure of INP's Astana branch - private entity «NULITS» and its integration with the distributed JINR cloud infrastructure 237-242
Sergey I. Belov, Yelena M. Mazhitova, Mikhail I. Mazhitov, Boris G. Potapchuk -
Improving the load of supercomputers based on job migration using container virtualization 243-247
Stanislav P. Polyakov, Yulia Yu. Dubenskaya -
Clouds of JINR, University of Sofia and INRNE — current state of the project 248-251
Vladimir Korenkov, Nikita Balashov, Nikolay Kutovskiy, Vladimir Dimitrov, Kouzma Kouzmov, Radoslava Hristova, Svetoslav Hristov -
Эксперименты с JupyterHub в Санкт-Петербургском государственном университете
(Experiments with JupyterHub at the Saint Petersburg state university) 252-256
Andrey Erokhin, Andrey Zarochentsev -
New features of the JINR cloud 257-261
Alexandr V. Baranov, Nikita A. Balashov, Alexandr N. Makhalkin, Yelena M. Mazhitova, Nikolay A. Kutovskiy, Roman N. Semenov -
Kubernetes testbed cluster for the lightweight sites project 262-265
Iuliia Gavrilenko, Mayank Sharma, Maarten Litmaath -
Supporting efficient execution of many-task applications with Everest 266-270
Oleg V. Sukhoroslov -
Implementing computations with dynamic task dependencies in the desktop grid environment using everest and templet web 271-275
Sergei V. Vostokin, Oleg V. Sukhoroslov, Irina V. Bobyleva, Stefan N. Popov -
The game character of collaboration in volunteer computing community 276-281
Victor Tishchenko -
Orthogonality-based classification of diagonal latin squares of order 10 282-287
Eduard Vatutin, Vitaly Titov, Oleg Zaikin, Stepan Kochemazov, Maxim Manzuk, Natalia Nikitina -
Study of the interaction of the volunteer community in distributed computing projects 288-292
Ilya I. Kurochkin -
Modeling of task scheduling in desktop grid systems at the initial stage of development 293-297
Ilya I. Kurochkin, Evgeny A. Gerk -
Application of BOINC-based volunteer computing for comparison of the geoacoustic inversion algorithms efficiency 298-301
Oleg S. Zaikin, Pavel S. Petrov, Ilya I. Kurochkin -
Different approaches for elastic imaging using multiprocessor computing systems 302-306
Vasiliy. I. Golubev, Alena V. Favorskaya -
Problems of date and time data types in relational model of data 307-312
Vladimir Dimitrov -
Improving the efficiency of energy consumption in smart grids with application of artificial intellect 313-317
Eugene Yu. Shchetinin -
Smart buildings energy savings with gradient boosting algorithm 318-322
Eugene Yu. Shchetinin, Evgenia A. Popova -
A new approach to the development of provenance metadata management systems for large scientific experiments 323-327
Andrey P. Demichev, Julia Yu. Dubenskaya, Alexander P. Kryukov, Stanislav P. Polyakov, Nikolai V. Prikhod’ko -
On porting of applications to new heterogeneous systems 328-332
Alexander Bogdanov, Nikita Storublevtcev, Vladimir Mareev -
Algorithms for the calculation of nonlinear processes on hybrid architecture clusters 333-336
Alexander V. Bogdanov, Vladimir V. Mareev, Nikita Storublevtcev -
On conсeptual response to some of the blockchain problems 337-341
Alexander V. Bodganov, Alexander B. Degtyarev, Vladimir V. Korkhov, Oleg O. Iakushkin, Valery Khvatov -
Comparison of different convolution neural network architectures for the solution of the problem of emotion recognition by facial expression 342-345
Anton O. Vorontsov, Alexey N. Averkin -
Full-wave simulation of the earthquake initiaion process 346-350
Vasily Golubev, Yulia Golubeva -
Combining satellite imagery and machine learning to predict atmospheric heavy metal contamination 351-358
Alexander Uzhinskiy, Gennady Ososkov, Pavel Goncharov, Marina Frontaseva -
Visualisation of the quantum phase space of instantaneous heart rhythm 359-363
Sergey A. Mikheev, Viktor P. Tsvetkov, Ilya V. Tsvetkov -
Chaotic dynamics of instantaneous heart rhythm and its phase space 364-368
Alexandr P. Ivanov., Aleksey N. Kudinov, Sergey A. Mikheev, Viktor P. Tsvetkov, Ilya V. Tsvetkov -
Text segmentation on photorealistic images 369-373
Valery Grishkin, Alexander Ebral, Nikolai Stepenko, Jean Sene -
Distributed GLR-parser for natural languag processing 374-377
Vladislav L. Radishevskii, Aleksey D. Kulnevich, Roman A. Chugunov, Anton A. Shevchuk -
Application of russian named entity recognition and coreference resolution in the oil industry 378-382
Aleksey D. Kulnevich, Vladislav L. Radishevskii, Roman A. Chugunov, Anton A. Shevchuk -
Distributed virtual cluster management system 383-387
Vladimir V. Korkhov, Sergey S. Kobyshev, Alexander B. Degtyarev, Amissi Cubahiro, Luciano Gaspary, Xingce Wang, Zhongke Wu -
Data consolidation and analysis system for brain research 388-392
Vladislav I. Volosnikov, Vladimir V. Korkhov, Andrey O. Vorontsov, Kirill V. Gribkov, Alexander B. Degtyarev, Alexander V. Bogdanov, Natalia M. Zalutskaya, Nikolay G. Neznanov, Natalia I. Ananyeva -
Вероятностно-стоимостной подход к оптимизации распределенных систем хранения данных физических экспериментов
(Probability-cost approach to optimizing of distributed data storage systems for physical experiments) 393-399
Vladimir V. Trofimov, Andrey V. Nechaevskiy, Gennadiy A. Ososkov, Daria I. Priakhina -
Development of software for face retrieval systems modeling 400-404
Nadezhda Shchegoleva, Varvara Petrova -
Current status of data center for cosmic rays based on KCDC 405-409
Victoria A. Tokareva, Dmitry G. Kostunin, Andreas Haungs -
Accelerating real-time ship motion simulations using general purpose GPU computations 410-414
Ivan Petriakov, Ivan Gankevich, Vladimir Korkhov, Degtyarev Alexander -
Real-time visualization of ship and wavy surface motions based on GPGPU computations 415-418
Anton Gavrikov, Andrei Ivashchenko, Ivan Gankevich, Nataliia Kulabukhova, Alexander Bogdanov, Alexander Degtyarev, Vladimir Rukovchuk -
A distributed data warehouse system for astroparticle physics 419-423
Minh-Duc Nguyen, Alexander Kryukov, Julia Dubenskaya, Elena Korosteleva, Stanislav Polyakov, Evgeny Postnikov, Igor Bychkov, Andrey Mikhailov, Alexey Shigarov, Oleg Fedorov, Yulia Kazarina, Dmitry Shipilov, Dmitry Zhurov -
Optimization of neural networks training with vector-free heuristic on Apache Spark 424-430
Kamil G. Khamitov, Nina N. Popova -
Particle identification in ground-based gamma-ray astronomy using convolutional neural networks 431-435
Evgeny B. Postnikov, Igor V. Bychkov, Julia Y. Dubenskaya, Oleg L. Fedorov, Yulia A. Kazarina, Elena E. Korosteleva, Alexander P. Kryukov, Andrey A. Mikhailov, Minh-Duc Nguyen, Stanislav P. Polyakov, Alexey O. Shigarov, Dmitry A. Shipilov, Dmitry P. Zhurov -
Agent technology situational express analysis in assessment of technological development level of the BRICS countries 436-440
Diana I. Koshlan, Evheniy S. Tretyakov, Vladimir V. Korenkov, Boris N. Onykij, Alexey A. Artamonov -
Контекстная графическая среда пространственной визуализации результатов вычислительных экспериментов в механике сплошных сред
(Contextual graphical environment for spatial visualisation of numerical experiments in continuum mechanics) 441-446
Vasily N. Khramushin -
Semantic information management: the approach to semantic assets development lifecycle 447-452
Yury Akatkin, Elena Yasinovskaya, Mikhail Bich -
Time series and data analysis based on hybrid models of deep neural networks and neuro-fuzzy networks 453-456
Alexey N. Averkin, Sergey A. Yarushev -
NRC KI participation in the DataLake project 457-461
Andrey K. Kiryanov, Alexei A. Klimentov, Andrey K. Zarochentsev -
Texture generation for archaeological reconstructions 462-466
Oleg O. Iakushkin, Daniil M. Malevanniy, Alexander B. Degtyarev, Dmitrii A. Selivanov, Anna I. Fatkina -
GPGPU implementation of Schrödinger's smoke for Unity3D 467-469
Oleg O. Iakushkin, Anastasia P. Iashnikova, Olga S. Sedova -
Russian-language speech recognition system based on DeepSpeech 470-474
Oleg O. Iakushkin, George A. Fedoseev, Anna S. Shaleva, Alexander B. Degtyarev, Olga S. Sedova -
Building corpora of transcribed speech from open access sources 475-479
Oleg O. Iakushkin, George A. Fedoseev, Anna S. Shaleva, Olga S. Sedova -
Многомерный анализ данных о продажах на основе технологии OLAP
(Multidimensional analysis of data based on OLAP technology) 480-485
Saule Musaevna Sarsimbaeva, Vladimir Todorov Dimitrov -
Data knowledge base for the ATLAS collaboration 486-492
Marina Golosova, Vasily Aulov, Maria Grigorieva, Anastasiia Kaida -
О согласовании вычислительного эксперимента при интерактивном моделировании гидромеханики корабля в штормовом море
(On agreement of computational experiment in interactive simulation of the ship hydromechanics on a stormy sea) 493-498
Alexander V. Bogdanov, Ivan V. Gankevich, Alexander B. Degtyarev, Vasily N. Khramushin -
Discrete and global optimization in Everest distributed environment by loosely coupled branch-and-bound solvers 499-503
Sergey A. Smirnov, Vladimir V. Voloshinov -
Geometry Database for the CBM experiment and its first application to the experiments of the NICA project 504-508
Elena P. Akishina, Evgeny I. Alexandrov, Igor N. Alexandrov, Irina A. Filozova,Volker Friese, Konstantin V. Gertsenberger, Viktor .V. Ivanov, Oleg V. Rogachevsky -
WLCG data lake prototype for HL-LHC 509-512
Ivan Kadochnikov, Ian Bird, Gavin McCance, Jaroslava Schovancova, Maria Girone, Simone Campana, Xavier Espinal Currul -
Using TensorFlow to solve the problems of financial forecasting for high-frequency trading 513-517
Alexander V. Bogdanov, Alexey S. Stankus -
Comparison of python 3 single-GPU parallelization technologies on the example of a charged particles dynamics simulation problem 518-522
Alexey Boytsov, Ivan Kadochnikov, Maxim Zuev, Andrey Bulychev, Yaroslav Zolotuhin, Igor Getmanov -
Checking foreign counterparty companies using Big Data 523-527
Lazar A. Badalov, Sergey D. Belov, Ivan S. Kadochnikov -
Labour market monitoring system 528-532
Sergey D. Belov, Irina A. Filozova, Ivan S. Kadochnikov, Vladimir V. Korenkov, Roman N. Semenov, Pavel A. Smelov, Petr V. Zrelov
Posters
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An image verification framework development 533-537
Andrey Nechaevskiy, Ahmed Elaraby -
Efficiency measurement system for the computing cluster at IHEP 538-543
Victoria Ezhova, Viktor Kotliar -
Combined explicit-implicit taylor series methods 544-548
Stefka Nikolaeva Dimova, Ivan Georgiev Hristov, Radoslava Danailova Hristova, Igor Viktorovich Puzynin, Taisia Petrovna Puzynina, Zarif Alimjonovich Sharipov, Nikolai Georgiev Shegunov, Zafar Kamaridinovich Tukhliev -
Data gathering and analysis for the monitoring of the Russian labour market 549-552
Javad Javadzade, Sergey Belov -
Application of HUBzero platform for the educational process in astroparticle physics 553-557
Yulia Kazarina, Igor Bychkov, Alexander Kryukov, Julia Dubenskaya, Elena Korosteleva, Dmitriy Kostunin, Minh-Duc Nguyen, Stanislav Polyakov, Evgeny Postnikov, Andrey Mikhailov, Alexey Shigarov, Oleg Fedorov, Dmitry Shipilov, Dmitry Zhurov -
Event-driven automation and ChatOps on IHEP computing cluster 558-562
Anna Kotliar, Victor Kotliar -
Using binary file format description languages for documenting, parsing and verifying raw data in TAIGA experiment 563-567
Igor Bychkov, Oleg Fedorov, Alexey Hmelnov, Elena Korosteleva, Dmitriy Kostunin, Alexander Kryukov, Andrey Mikhailov, Alexey Shigarov -
Pseudo-random number generator based on neural network 568-572
Migran N. Gevorkyan, Anastasia V. Demidova, Anna V. Korolkova, Dmitry S. Kulyabov, Leonid A Sevastianov, Ivan M. Gostev -
Модернизация веб-сервиса для программы моделирования центров хранения и обработки данных
(Modernization of web service for the data center simulation program) 573-578
Dmitry M. Marov, Daria I. Priakhina -
Analysis of the features of the optimal logical structure of distributed databases 579-584
Elena V. Nurmatova, Victor V. Gusev, Victor V. Kotliar -
Using of multivariate quantile function for solving bioinformatics problems 585-589
Sergey V. Poluyan, Nikolay M. Ershov -
A way of anomaly detection in engineering equipment characteristics of Symmetra at IHEP IT center 590-594
Ekaterina Popova, Viktor Kotliar -
Sensitivity analysis in a problem of ReaxFF molecular-dynamic force field optimization 595-600
Konstantin S. Shefov, Margarita M. Stepanova -
Оптимизация применения приложений TensorFlow на рабочей станции Intel® Xeon® Platinum
(Optimisation of TensorFlow applications on the workstation Intel® Xeon® Platinum) 601-604
Svetlana К. Shikota -
Scalability of the parallel strongin algorithm in the problem of optimizing a molecular-dynamic force field 605-610
Konstantin S. Shefov, Margarita M. Stepanova -
Convolutional neural networks for self-driving cars on GPU 611-614
Boris V. Tiulkin, Nataliia V. Kulabukhova -
Possible application areas of machine learning techniques at MPD/NICA experiment and evaluation of their implementation prospects in distributed computing environment 615-619
Dmitry A. Zinchenko, Eduard G. Nikonov, Alexander I. Zinchenko -
Применение эволюционных и роевых алгоритмов оптимизации для решения модельной задачи предсказания структуры белка
(Application of evolutionary and swarm optimization algorithms for solving the model problem of predicting the protein structure) 620-625
Maxim A. Bystrov, Nikolay M. Ershov -
Анализ параллельной структуры популяционных алгоритмов оптимизации
(The analysis of parallel structure of populational optimization algorithms) 626-631
Nikolay M. Ershov, Sergey V. Poluyan -
Применение нейронной сети хопфилда для автоматизированной подборки КПЭ для руководителей компаний
(The use of Hopfield neural network for automated selection of KPI for heads of the companies) 632-637
Denis M. Kravchenko, Eduard G. Nikonov -
IT-ecosystem of the HybriLIT heterogeneous platform for high-performance computing and training of IT-specialists 638-644
Gheorge Adam, Maxim Bashashin, Dmitry Belyakov, Margarit Kirakosyan, Mikhail Matveev, Dmitry Podgainy, Tatiana Sapozhnikova, Oksana Streltsova, Shushanik Torosyan, Martin Vala, Lucia Valova, Alexei Vorontsov, Tatiana Zaikina, Elena Zemlyanaya, Maxim Zuev
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DEAR PARTICIPANTS!
Papers for the Conference Proceedings must be ready till
6 November 2018 and sent to grid2018@jinr.ru
Types of Paper
Plenary talks - max 6 pages (6 pages is a number of pages just for article text, without title and abstract).
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Sectional talks and Posters - max 4 pages (4 pages is a number of pages just for article text, without title and abstract).
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The rules for the submission of proceedings are presented in the document GRID2018_template_eng.rtf
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For articles in Russian, Authors should duplicate Title, Author (and each Co-authors) and Affiliation, Abstract, Keywords and Copyright line in English - GRID2018_example_rus.docx
Proceedings should be submitted in electronic form in MS Word format.
You should follow the rules and use templates.
The rules for the submission of proceedings are presented in the document GRID2018_template_eng.rtf
The example of well-formed document see in GRID2018_example.docx
For articles in Russian, Authors should duplicate Title, Author (and each Co-authors) and Affiliation, Abstract, Keywords and Copyright line in English - GRID2018_example_rus.docx
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For participants from Russian Institutes it's need to provide
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