High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production 11th International Conference, HPCST 2021, Barnaul, Russia, May 21-22, 2021, Revised Selected Papers
This book constitutes selected revised and extended papers from the 11th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2021, Barnaul, Russia, in May 2021. The 32 full papers presented in this volume...
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| Main Authors | , , |
|---|---|
| Format | eBook |
| Language | English |
| Published |
Netherlands
Springer Nature
2022
Springer International Publishing AG Springer International Publishing |
| Edition | 1 |
| Series | Communications in Computer and Information Science |
| Subjects | |
| Online Access | Get full text |
| ISBN | 3030941418 9783030941413 303094140X 9783030941406 |
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| Abstract | This book constitutes selected revised and extended papers from the 11th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2021, Barnaul, Russia, in May 2021. The 32 full papers presented in this volume were thoroughly reviewed and selected form 98 submissions. The papers are organized in topical sections on Hardware for High-Performance Computing and Signal Processing; Information Technologies and Computer Simulation of Physical Phenomena; Computing Technologies in Discrete Mathematics and Decision Making; Information and Computing Technologies in Automation and Control Science; and Computing Technologies in Information Security Applications. |
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| AbstractList | This book constitutes selected revised and extended papers from the 11th International Conference on High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production, HPCST 2021, Barnaul, Russia, in May 2021. The 32 full papers presented in this volume were thoroughly reviewed and selected form 98 submissions. The papers are organized in topical sections on Hardware for High-Performance Computing and Signal Processing; Information Technologies and Computer Simulation of Physical Phenomena; Computing Technologies in Discrete Mathematics and Decision Making; Information and Computing Technologies in Automation and Control Science; and Computing Technologies in Information Security Applications. |
| Author | Faerman, Vladimir Jordan, Vladimir Tarasov, Ilya |
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| PublicationSeriesTitle | Communications in Computer and Information Science |
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| Publisher | Springer Nature Springer International Publishing AG Springer International Publishing |
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| Snippet | This book constitutes selected revised and extended papers from the 11th International Conference on High-Performance Computing Systems and Technologies in... |
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| SubjectTerms | Automatic control Computer programming, programs, data Computer simulation-Congresses High performance computing High performance computing-Congresses |
| Subtitle | 11th International Conference, HPCST 2021, Barnaul, Russia, May 21-22, 2021, Revised Selected Papers |
| TableOfContents | 5 Numerical Results for Sample with Localized Inclusion -- 6 Numerical Results for Sample with Microinclusions -- 7 Computational Cost -- 8 Conclusion -- References -- Computing Technologies in Discrete Mathematics and Decision Making -- Improving the Heterogeneous Computing Node Performance of the Desktop Grid When Searching for Orthogonal Diagonal Latin Squares -- 1 Introduction -- 2 Methods for Improving the Performance -- 2.1 Computational Problem -- 2.2 Software Implementation for Multicore Computing Devices -- 2.3 Improving the Performance of a Parallel Computing Application -- 2.4 Features of Xeon Phi Usage -- 2.5 Load Balancing Method -- 3 Results -- 3.1 Load Balancing Method for a Heterogeneous Node -- 3.2 Performance Improvement for a Heterogeneous Node -- 4 Conclusion -- References -- Visual Metamodeling with Verification Based on Surrogate Modeling for Adaptive Computing -- 1 Introduction -- 2 Modeling the Space Probe's Systems -- 2.1 Creating Onboard Computing Systems -- 2.2 Application of the Joint Model of Semantic Objects -- 3 Cross-Validating of the Metamodel -- 3.1 Peculiarities of Classic Cross-Validation Approach -- 3.2 Metamodel Cross-Validation Based on Surrogate Modeling -- 4 Results -- 4.1 Algorithm of the Metamodeling Framework -- 4.2 Functional Model of the Metamodeling Framework -- 5 Conclusion -- References -- Recognition Algorithms Based on the Selection of 2D Representative Pseudo-objects -- 1 Introduction -- 2 Basic Concepts and Notation -- 3 Statement of the Problem -- 4 Method of Solution -- 5 Experiments and Results -- 5.1 Model Problem -- 5.2 Practical Tasks -- 6 Conclusions -- References -- Applied Interval Analysis of Big Data Using Linear Programming Methods -- 1 Introduction -- 2 Methods and Data -- 2.1 Optimization Methods in Interval Data Analysis -- 2.2 Algorithms for Interval Analysis of Big Data 2 Methodology for MD-Simulation of SHS in Cubic Ni@Al "Core-shell" Nanoparticles -- 2.1 Stages of MD-Simulation of SHS in a Cubic Ni@Al "Core-shell" Nanoparticle -- 2.2 Analysis of SHS Microkinetics in a Cubic Ni@Al "Core-shell" Nanoparticle Based on the Calculated Temperature and Matter Density Profiles -- 3 Description of the Method for Recognizing the Spatial 3D-Distribution of Intermetallides in a Ni@Al "Core-shell" Nanoparticle -- 3.1 Algorithm for Calculating the 3D-Distribution of Matter Density in a Cubic Ni@Al "Core-shell" Nanoparticle -- 3.2 Algorithm for Recognizing the Spatial 3D-Distribution of Intermetallides in a Cubic Ni@Al "Core-shell" Nanoparticle -- 4 Results and Discussion -- 5 Conclusion -- References -- Ab Initio Computer Modeling of a Diamond-Like 5-7 Bilayer -- 1 Introduction -- 2 Calculation Methods -- 3 Results and Discussion -- 3.1 Crystalline Structure -- 3.2 Thermal Stability -- 3.3 Electronic Properties -- 3.4 Synthesis Pathway -- 3.5 Raman Spectrum -- 4 Conclusions -- References -- Mathematical Simulation of Coupled Elastic Deformation and Fluid Dynamics in Heterogeneous Media -- 1 Introduction -- 2 Problem Statement -- 3 Methods -- 3.1 Mathematical Model of the Elastic Deformation -- 3.2 Mathematical Model of the Incompressible Fluid Flow -- 3.3 Variational Formulation of the FE-HMM -- 3.4 Local Homogenization -- 3.5 Discontinuous Galerkin Method for the Hydrodynamic Problem -- 3.6 Solving Discrete Analogues for the Hydrodynamic Problem -- 4 Results -- 4.1 Samples Containing Single Inclusions -- 4.2 Samples with Inclusions Distributed Randomly -- 5 Conclusion -- References -- Numerical Modeling of Electric and Magnetic Fields Induced by External Source in Frequency Domain -- 1 Introduction -- 2 Problem Description -- 3 Numerical Results for Homogeneous Sample -- 4 Numerical Results for Two Subdomains Intro -- Preface -- Organization -- Contents -- Hardware for High-Performance Computing and Signal Processing -- Modeling of Processor Datapaths with VLIW Architecture at the System Level -- 1 Introduction -- 2 Architectural Description of the VLIW Processor Datapath -- 3 Design Flow for Hardware and Software Co-design -- 4 Meta Description for a Cross-Compiler and Emulator -- 5 Conclusions -- References -- Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm -- 1 Introduction -- 2 Neuroprocessor Architecture -- 3 CORDIC Algorithm -- 4 Configurable Compute Module Architecture -- 5 Conclusions -- References -- Implementation of LTC2500-32 High-Resolution ADC and FPGA Interface for Photodiode Circuit Harmonic Distortions Analysis -- 1 Introduction -- 2 Methods -- 2.1 Hardware Implementation on FPGA -- 2.2 Timing Analysis of the Interface -- 3 Results -- 3.1 ADC's Input Stage Harmonic Distortion Analysis -- 3.2 Harmonic Distortion Analysis of the Photodiode Circuit -- 4 Conclusion -- 1. References -- Hardware and Software Suite for Electrocardiograph Testing -- 1 Introduction -- 2 Problem Description -- 3 Technical Solution -- 3.1 Test System Design -- 3.2 Test Signal Generator Software -- 3.3 Test Signal Analysis Software -- 4 Results and Discussion -- 4.1 Testing with LabVIEW -- 4.2 Discussion -- 5 Conclusions -- References -- Digital Device for the Computer Stabilometry Based on the Microcontroller ATmega328 -- 1 Introduction -- 2 Hardware of the Stabilometric Device -- 2.1 Microcontroller -- 2.2 Analog-To-Digital Converter -- 2.3 Force Sensor -- 2.4 Stabilometric Platform -- 3 Instruments for Stabilometric Indicators Calculations -- 3.1 Software -- 3.2 Physical Model -- 3.3 Method of Calculating the Stabilometric Indicators -- 4 Conclusions -- References Real-Time Correlation Processing of Vibroacoustic Signals on Single Board Raspberry Pi Computers with HiFiBerry Cards -- 1 Introduction -- 2 Practical Correlation Analysis -- 2.1 Short Time Fourier Transform -- 2.2 Obtaining Spectral Characteristics -- 2.3 Weighting in Frequency-Domain -- 2.4 Frequency Sweep -- 2.5 Inverse Fourier Transform -- 3 Hardware and Software -- 3.1 Single Board Computers -- 3.2 HiFiBerry DAC + ADC -- 3.3 Libraries for FFT -- 3.4 Computation Schemes for GPU -- 3.5 Correlation Class -- 4 Results and Discussion -- 4.1 Evaluating the Potential -- 4.2 Studying the Performance -- 4.3 Estimating the Effect of GPU Acceleration -- 5 Conclusion -- References -- Processing of a Spectral Electromyogram by the Method of Wavelet Analysis Using the Modified Morlet Function -- 1 Introduction -- 2 Morlet Wavelet Function -- 2.1 Description of the Morlet Function -- 2.2 Modification of the Morlet Function -- 2.3 Hardware Implementation of the Electromyosignals Analysis -- 3 Morlet Wavelet Function for Electromyogram Analysis -- 3.1 Experimental Setup and Results -- 3.2 Interpretation and Discussion -- 4 Conclusions -- References -- Two-Stage Method of Speech Denoising by Long Short-Term Memory Neural Network -- 1 Introduction -- 2 Proposed Method -- 2.1 Two-Stage Neural Network Model -- 2.2 Full-Band Processing Block -- 2.3 Narrowband Processing Blocks -- 2.4 Computation of Masks and Loss Function -- 3 Experiments -- 3.1 Datasets Description and Training Setup -- 3.2 Experimental Results -- 3.3 Discussion -- 4 Conclusion -- References -- Information Technologies and Computer Simulation of Physical Phenomena -- Method for Intermetallide Spatial 3D-Distribution Recognition in the Cubic Ni@Al "Core-shell" Nanoparticle Based on Computer MD-Simulation of SHS -- 1 Introduction 3 Results and Discussion -- 3.1 Computer Modeling of Interval Analysis of Big Data -- 3.2 Analysis of Road Accidents in England -- 4 Discussion -- 5 Conclusions -- References -- Parallel Computing in Problems of Classification of Teenagers Based on Analysis of Digital Traces -- 1 Introduction -- 2 Data and Methods -- 2.1 Data Acquisition -- 2.2 Data Processing Tools -- 3 Parallel Computing Technologies in Big Data Analytics -- 4 Results and Discussion -- 5 Conclusions -- References -- Identification of Key Players in a Social Media Based on the Kendall-Wei Ranking -- 1 Introduction -- 2 Kendall-Wei Ranking Procedure -- 3 Experiments -- 3.1 Design of Model Experiment -- 3.2 Design of the Real Data Experiment -- 3.3 Results and Discussion -- 4 Conclusions -- References -- Using Time Series and New Information Technologies for Forecasting Sugarcane Production Indicators -- 1 Introduction -- 2 Problem Description -- 3 Time Series Analysis with Linear Regression in R -- 3.1 Time Series Application for Sugar Cane -- 3.2 Results and Analysis -- 3.3 Prospects and Discussion -- 4 Conclusions -- References -- Software and Methodology for the Design of System Dynamics Models Based on the Situation-Activity Approach -- 1 Introduction -- 2 Materials and Methods -- 3 Proposed Solution -- 3.1 Conceptual Structure -- 3.2 Regularities Plan -- 3.3 Graphical Notations -- 4 Results and Discussion -- 4.1 "Designer" Module -- 4.2 "Solver" Module -- 4.3 "Interpretator" Module -- 5 Conclusions -- References -- Information and Computing Technologies in Automation and Control Science -- Architecture of an Intelligent Network Pyrometer for Building Information-Measuring and Mechatronic Systems -- 1 Introduction -- 2 Intelligent Networked Device Concept -- 3 Pyrometer for Monitoring Structural Phase Transitions -- 4 Conclusion -- References Implementation of a Network-Centric Production Storage System in Distributed High-Performance Computing Systems |
| Title | High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production |
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