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Author Russian Supercomputing Days (5th : 2019 : Moscow, Russia)

Title Supercomputing : 5th Russian Supercomputing Days, RuSCDays 2019, Moscow, Russia, September 23-24, 2019, Revised Selected Papers / Vladimir Voevodin, Sergey Sobolev (eds.)
Published Cham : Springer, ©2019

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Description 1 online resource (757 pages)
Series Communications in Computer and Information Science ; 1129
Communications in computer and information science ; 1129
Contents [I]. Parallel algorithms: -- A highly parallel approach for solving computationally expensive multicriteria optimization problems / Victor Gergel and Evgeny Kozinov -- Data-parallel high-precision multiplication on graphics processing units / Konstantin Isupov, Alexander Kuvaev, and Vladimir Knyazkov -- Efficiency of basic linear algebra operations on parallel computers / Igor Konshin -- Explicit-implicit schemes for parallel solving of the suspension transport problems in coastal systems / Alexander I. Sukhinov, Alexander E. Chistyakov, Valentina V. Sidoryakina, and Elena A. Protsenko -- GPU implementation of a stencil code with more than 90% of the peak theoretical performance / Ilya Pershin, Vadim Levchenko, and Anastasia Perepelkina -- Memory-optimized tile based data structure for adaptive mesh refinement / Anton Ivanov, Anastasia Perepelkina, Vadim Levchenko, and Ilya Pershin -- Multithreaded multifrontal sparse Cholesky factorization using threading building blocks / Rostislav Povelikin, Sergey Lebedev, and Iosif Meyerov -- Optimal packing of congruent circles on a square flat torus as mixed-integer nonlinear optimization problem / Vladimir Voloshinov and Sergey Smirnov -- Parallel global optimization for non-convex mixed-integer problems / Konstantin Barkalov and Ilya Lebedev -- Parallel ray tracing algorithm for numerical analysis of laser radiation absorption in a plasma / Alexey Kotelnikov, Ilia Tsygvintsev, Mikhail Yakobovsky, and Vladimir Gasilov -- Porting CUDA-based molecular dynamics algorithms to AMD ROCm platform using HIP framework : performance analysis / Evgeny Kuznetsov and Vladimir Stegailov -- Solving of eigenvalue and singular value problems via modified householder transformations on shared memory parallel computing systems / Andrey Andreev and Vitaly Egunov
[II]. Supercomputer simulation: -- Analysis of the influence of charges in the exterior elements of the car on the drag coefficient and the problem of its optimization / Aleksei Maksimov, Yury Boldyrev, Aleksei Borovkov, Aleksei Tarasov, Oleg Klyavin, and Ilya Davydov -- Application of high-performance computing for modeling the hydrobiological processes in shallow water / Alexander I. Sukhinov, Alexander E. Chistyakov, Alla V. Nikitina, Alena A. Filina, and Yulia V. Belova -- Computer simulation of endothermic decomposition of high energy substances CxHyNmOn : substance composition optimization / Vadim Volokhov, Alexander Volokhov, Dmitry Varlamov, Elena Amosova, Tatyana Zyubina, Pavel Toktaliev, and Sergey Martynenko -- Coupling of PDE and ODE solvers in INMOST parallel platform : application to electrophysiology / Alexey Chernyshenko, Alexander Danilov, and Vasily Kramarenko -- Digital rock modeling of a terrigenous oil and gas reservoirs for predicting rock permeability with its fitting using machine learning / Vladimir Berezovsky, Ivan Belozerov, Yungfeng Bai, and Marsel Gubaydullin -- Digital twin of the seismogeological object : building and application / Vladimir Cheverda, Dmitry Kolyukhin, Vadim Lisitsa, Maksim Protasov, Galina Reshetova, Anastasiya Merzlikina, Victoriay Volyanskaya, Denis Petrov, Valery Shilikov, Artjem Melnik, Boris Glinsky, Igor Chernykh, and Igor Kulikov -- GPU-based discrete element modeling of geological faults / Vadim Lisitsa, Dmitriy Kolyukhin, Vladimir Tcheverda, Victoria Volianskaia, and Viatcheslav Priimenko -- High performance parallel simulations of subsurface radar sounding of celestial bodies / Yaroslaw Ilyushin -- High-performance hybrid computing for bioinformatic analysis of protein superfamilies / Dmitry Suplatov, Yana Sharapova, Maxim Shegay, Nina Popova, Kateryna Fesko, Vladimir Voevodin, and Vytas
Improving parallel efficiency of a complex hydrogeological proble simulation in GeRa / Dmitry Bagaev, Fedor Grigoriev, Ivan Kapyrin, Igor Konshin, Vasily Kramarenko, and Andrey Plenkin -- Morphing and wave perturbations in distinguishing molecular clouds' collision / Boris Rybakin and Valery Goryachev -- Numerical experiments with digital twins of core samples for estimating effective elastic parameters / Galina Reshetova, Vladimir Cheverda, and Tatyana Khachkova -- Orange carotenoid protein absorption spectra simulation using the differential evolution algorithm / Roman Pishchalnikov, Igor Yaroshevich, Eugene Maksimov, Nikolai Sluchanko, Alexey Stepanov, David Buhrke, and Thomas Friedrich -- Parallel dynamic mesh adaptation within INMOST platform / Kirill Terekhov -- Parallel implementation of coupled wave and bottom deposit transportation models to simulate surface pollution areas / Alexander Sukhinov, Alexander Chistyakov, Elena Protsenko, Valentina Sidoryakina, and Sofya Protsenko -- Recovery of the permittivity of an anisotropic inhomogeneous body in a rectangular waveguide / Medvedik Mikhail, Moskaleva Marina, and Smirnov Yury -- Relativistic hydrodynamics modeling by means adaptive nested mesh on IBM Power 9 / Igor Kulikov, Igor Chernykh, Evgeny Berendeev, Dmitry Karavaev, and Viktor Protasov -- Search for approaches to supercomputer quantum-chemical docking / Alexey Sulimov, Danil Kutov, Anna Gribkova, Ivan Ilin, Anna Tashchilova, and Vladimir Sulimov -- Simulation of "ExoMars" spacecraft landing on the surface of Mars using supercomputer technologies / Anuar Kagenov, Sergey Prokhanov, Anatoliy Glazunov, Ivan Eremin, Kirill Kostyushin, Konstantin Zhilcov, Iliya Tyryshkin, and Sergey Orlov -- Solving inverse problems of ultrasound tomography in a nondestructive testing on a supercomputer / Eugene Bazulin, Alexander Goncharsky, and Sergey Romanov
Supercomputer modelling of spatially-heterogeneous coagulation using MPI and CUDA / Rishat Zagidullin, Alexander Smirnov, Sergey Matveev, and Eugene Tyrtyshnikov -- Supercomputing the seasonal weather prediction / Rostislav Fadeev, Konstantin Ushakov, Mikhail Tolstykh, Rashit Ibrayev, Vladimir Shashkin, and Gordey Goyman -- The creation of intelligent support methods for solving mathematical physics problems on supercomputers / Boris Glinskiy, Yury Zagorulko, Galina Zagorulko, Igor Kulikov, and Anna Sapetina -- The parallel implementation of the adaptive mesh technology in poroelasticity problems / Sergey Kalinin, Dmitry Karavaev, and Anna Sapetina -- The simulation of 3D wave fields in complex topography media / Pavel Titov -- Three-dimensional ultrasound tomography : mathematical methods and experimental results / Alexander Goncharsky and Sergey Seryozhnikov -- Validation of the regional climate model for the south of Russia / Alexander Titov, Alexander Khoperskov, Konstantin Firsov, Sergey Khoperskov, and Tatiana Chesnokova
[III]. HPC, BigData, AI : architectures, technologies, tools: -- An experimental study of deep neural networks on HPC clusters / Dmitry Buryak, Nina Popova, Vladimir Voevodin, Yuri Konkov, Oleg Ivanov, Denis Shaykhlislamov, and Ilya Fateev -- Artificial intelligence problems in mathematical modeling / Valery Il'in -- Aspect-oriented Set@1 language for architecture-independent programming of high-performance computer systems / Ilya I. Levin, Alexey I. Dordopulo, Ivan V. Pisarenko, and Andrey K. Melnikov -- Bridging the gap between applications and supercomputing : a new master's program in computational science / Iosif Meyerov, Alexander S -- DLI : deep learning inference benchmark / Valentina Kustikova, Evgenii Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Roman Rybkin, and Nadezhda Kogteva -- Educational course "Introduction to deep learning using the Intel neon framework" / Valentina Kustikova, Nikolay Zolotykh, and Maxim Zhiltsov -- Evaluation of Intel memory drive technology performance for computational astrophysics / Igor Chernykh, Vladimir Mironov, Andrey Kudryavtsev, and Igor Kulikov -- Extended routing table generation algorithm for the Angara Interconnect / Anatoly Mukosey, Alexey Simonov, and Alexander Semenov -- High-performance solution of the two-class SVM problem for big data sets by the mean decision rule method / Mikhail Kurbakov, Alexandra Makarova, and Valentina Sulimova -- Performance and scalability of materials science and machine learning codes on the state-of-art hybrid supercomputer architecture / Nikolay Kondratyuk, Grigory Smirnov, Alexander Agarkov, Anton Osokin, Vsevolod Nikolskiy, Alexander Semenov, and Vladimir Stegailov
Performance of the particle-in-cell method with the Intel (Broadwell, KNL) and IBM Power9 architectures / Evgeny Berendeev, Alexey Snytnikov, and Anna Efimova -- Software development tools for FPGA-based reconfigurable systems programming / Ilya Levin, Alexey Dordopulo, Vyacheslav Gudkov, Andrey Gulenok, Alexander Bovkun, Georgyi Yevstafiyev, and Kirill Alekseev -- Software Q-system for the research of the resource of numerical algorithms parallelism / Valentina Aleeva, Ekaterina Bogatyreva, Artem Skleznev, Mikhail Sokolov, and Artemii Shuppa -- The role of student projects in teaching machine learning and high performance computing / Andrey Sozykin, Anton Koshelev, and Dmitry Ustalov
[IV]. Distributed and cloud computing: -- Budget and cost-aware resources selection strategy in cloud computing environments / Victor Toporkov, Andrei Tchernykh, and Dmitry Yemelyanov -- Building an algorithmic skeleton for block data processing on enterprise desktop grids / Sergei Vostokin and Irina Bobyleva -- Roadmap for improving volunteer distributed computing project performance / Vladimir Yakimets and Ilya Kurochkin -- SAT-based cryptanalysis : from parallel computing to volunteer computing / Oleg Zaikin -- Supporting efficient execution of workflows on Everest platform / Oleg Sukhoroslov -- Start-up and the results of the volunteer computing project RakeSearch / Maxim Manzyuk, Natalia Nikitina, and Eduard Vatutin -- Use of a desktop grid to effectively discover hits in virtual drug screening / Evgeny Ivashko and Natalia Nikitina
Summary This book constitutes the refereed post-conference proceedings of the 5th Russian Supercomputing Days, RuSCDays 2019, held in Moscow, Russia, in September 2019. The 60 revised full papers presented were carefully reviewed and selected from 127 submissions. The papers are organized in the following topical sections: parallel algorithms; supercomputer simulation; HPC, BigData, AI: architectures, technologies, tools; and distributed and cloud computing
Notes Includes author index
Print version record
Subject Supercomputers -- Congresses
High performance computing -- Congresses
High performance computing
Supercomputers
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Voevodin, Vladimir
Sobolev, Sergey
ISBN 9783030365929
3030365921
Other Titles RuSCDays 2019