High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control and Production (eBook, PDF)

11th International Conference, HPCST 2021, Barnaul, Russia, May 21-22, 2021, Revised Selected Papers
Redaktion: Jordan, Vladimir; Faerman, Vladimir; Tarasov, Ilya

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 420
• Erscheinungstermin: 17. Januar 2022
• Englisch
• ISBN-13: 9783030941413
• Artikelnr.: 63308836

Inhaltsangabe

Hardware for High-Performance Computing and Signal Processing.- Modeling of Processor Datapaths with VLIW Architecture at the System Level 3.- Calculation of Activation Functions in FPGA-Based Neuroprocessors Using the Cordic Algorithm.- Implementation of LTC2500-32 High-Resolution ADC and FPGA Interface for Photodiode Circuit Harmonic Distortions Analysis.- Hardware and Software Suite for Electrocardiograph Testing.- Digital Device for the Computer Stabilometry Based on the Microcontroller ATmega328.- Real-Time Correlation Processing of Vibroacoustic Signals on Single Board Raspberry Pi Computers.- Processing of a Spectral Electromyogram by the Method of Wavelet Analysis Using the Modified Morlet Function.- Two-Stage Method of Speech Denoising by Long Short-Term Memory Neural Network.- 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.- Ab Initio Computer Modeling of a Diamond-Like 5-7 Bilayer.- Mathematical Simulation of Coupled Elastic Deformation and Fluid Dynamics in Heterogeneous Media.- Numerical Modeling of Electric and Magnetic Fields Induced by External Source in Frequency Domain.- 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.- Visual Metamodeling with Verification Based on Surrogate Modeling for Adaptive Computing.- Recognition Algorithms Based on the Selection of 2D Representative Pseudo-Objects .- Applied Interval Analysis of Big Data Using Linear Programming Methods.- Parallel Computing in Problems of Classification of Teenagers Based on Analysis of Digital Traces.- Identification of Key Players in a Social Media Based on the Kendall-Wei Ranking.- Using Time Series and New Information Technologies for Forecasting Sugarcane Production Indicators.- Software and Methodology for the Design of System Dynamics Models Based on the Situation-Activity Approach.- Information and Computing Technologies in Automation and Control Science.- Architecture of an Intelligent Network Pyrometer for Building Information-Measuring and Mechatronic Systems.- Implementation of a Network-Centric Production Storage System in Distributed High-Performance Computing Systems.- Internet of Things for Reducing Commercial Losses from Incorrect Activities of Personnel.- Method of Constructing the Assigned Trajectory of a Multi-Link Manipulator Based on the "Programming by Demonstration" Approach.- Developing a Microprocessor-Based Equipment Control Panel for Rifle Sports Complexes.- Methods for Domain Adaptation of Automated Systems for Aspect Annotation of Customer Review Texts.- Neuro-Computer Interface Control of Cyber-Physical Systems.- Software Development for Agricultural Tillage Robot Based on Technologies of Machine Intelligence.- Computing Technologies in Information Security Applications.- Implementing Open Source Biometric Face Authentication for Multi-Factor Authentication Procedures.- Application of Recurrent Networks to Develop Models for Hard Disk State Classification.- Software Implementation of Neural Recurrent Model to Predict Remaining Useful Life of Data Storage Devices.- Testing Methods for Blockchain Applications.