9th International Conference "Distributed Computing and Grid Technologies in Science and Education" (GRID'2021)

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Specific sessions

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Sessions*

HPC

Computing for MegaScience Projects

Research infrastructure

Virtualization

Data Management, Organization and Access

Distributed computing, HPC and ML for solving applied tasks

Plenary reports

Opening session

Big data Analytics and Machine learning.

Distributed computing systems

Round table on IT technologies in education

DataManagement for supercomputers round table

RDIG round table

Distributed computing applications

Quantum information processing

Include materials from selected sessions

Contributions*

A virtual testbed for optimizing the performance of a new type of accelerators (in session "Research infrastructure")

Accounting and monitoring infrastructure for Distributed Computing in the ATLAS experiment (in session "Plenary reports")

Air Pollution Modelling Using Spatial Analysis and Neural Networks (in session "Distributed computing, HPC and ML for solving applied tasks")

Algorithms for behavioral analysis of laboratory animals in radiobiological research at LRB JINR (in session "Big data Analytics and Machine learning.")

An intelligent environmental monitoring platform (in session "Distributed computing applications")

Analysis of the effectiveness of various methods for parallelizing data processing implemented in the ROOT package. (in session "HPC")

Analytical platform for socio-economic studies (in session "Big data Analytics and Machine learning.")

APPROACH TO REMOTE PARTICIPATION IN THE ITER EXPERIMENTAL PROGRAM. EXPERIENCE FROM MODEL OF RUSSIAN REMOTE PARTICIPATION CENTER (in session "Data Management, Organization and Access")

Architecture of a generative adversarial network and preparation of input data for modeling gamma event images for the TAIGA-IACT experiment (in session "Big data Analytics and Machine learning.")

Benchmark of Generative Adversarial Networks for Fast HEP Calorimeter Simulations (in session "Big data Analytics and Machine learning.")

Can I protect my face image from recognition? (in session "Big data Analytics and Machine learning.")

Characteristics of Nvidia CUDA and AMD ROCm Platforms Affecting Performance Portability (in session "HPC")

Classical Fisher information for the state space of N-level systems through the Wigner function (in session "Quantum information processing")

Classification of lung X-rays with pneumonia disease using deep learning models (in session "Big data Analytics and Machine learning.")

Clustering in ontology-based exploratory analysis of scientific productivity (in session "Plenary reports")

Comparative analysis and applicability determination for several DLT solutions (in session "Distributed computing, HPC and ML for solving applied tasks")

COMPASS production system: Frontera experience (in session "Distributed computing systems")

Complete decentralization of distributed data storages based on blockchain technology (in session "Data Management, Organization and Access")

Computing environment for the Super-Charm-Tau factory detector project (in session "Computing for MegaScience Projects")

Concept of peer-to-peer caching database for transaction history storage as an alternative to blockchain in digital economy (in session "Distributed computing, HPC and ML for solving applied tasks")

Concurrently employing resources of several supercomputers with ParaSCIP solver by Everest platform (in session "Distributed computing systems")

Current status of the MICC: an overview (in session "Plenary reports")

Data analysis platform for stream and batch data processing on hybrid computing resources (in session "Big data Analytics and Machine learning.")

Data Center Simulation for the BM@N experiment of the NICA Project (in session "Research infrastructure")

Data Knowledge Base current status and operation (in session "Data Management, Organization and Access")

Data storage systems of "HybriLIT" Heterogeneous computing platform for scientific research carried out in JINR: filesystems and RAIDs performance research (in session "HPC")

dCache: Inter-disciplinary storage system (in session "Plenary reports")

Deep Learning Application for Image Enhancement (in session "Big data Analytics and Machine learning.")

Deep learning for automatic RF-modulation classification (in session "Distributed computing, HPC and ML for solving applied tasks")

Describing quantumness of qubits and qutrits by Wigner function’s negativity (in session "Quantum information processing")

Design and development of application software for MPD distributed computing infrastructure (in session "Computing for MegaScience Projects")

Detection of fertile soils based on satellite imagery processing (in session "Distributed computing, HPC and ML for solving applied tasks")

Developing a Toolkit for Task Characteristics Prediction Based on Analysis of Queue’s History of a Supercomputer (in session "HPC")

Development of a tool for interactive detailing of areas of objects for the strength modeling system (in session "Distributed computing, HPC and ML for solving applied tasks")

Development of dashboards for the workflow management system in the ATLAS experiment (in session "Distributed computing applications")

DEVELOPMENT OF EFFECTIVE ACCESS TO THE DISTRIBUTED SCIENTIFIC AND EDUCATIONAL E-INFRASTRUCTURE (in session "Research infrastructure")

Development of information systems for theoretical and applied tasks on the basis of the HybriLIT platform (in session "HPC")

Development of the ATLAS Event Picking Server (in session "Computing for MegaScience Projects")

Development of the Condition Database for the experiments of the NICA complex (in session "Data Management, Organization and Access")

Development of the Event Metadata System for the NICA experiments (in session "Data Management, Organization and Access")

Direct computational experiment in storm hydrodynamics of marine objects (in session "Distributed computing, HPC and ML for solving applied tasks")

Disaggregated infrastructure: future trend and current implementation in MLIT JINR Govorun system. (in session "Plenary reports")

Distributed scientific computing challenges and outlook (in session "Plenary reports")

EFFECTIVE ALGORITHM OF CALCULATING THE WIGNER FUNCTION FOR A QUANTUM SYSTEM WITH A POLYNOMIAL POTENTIAL (in session "Quantum information processing")

Efficient gossip-based protocol in the Neo blockchain network (in session "Distributed computing, HPC and ML for solving applied tasks")

Energy analysis of plasma physics algorithms (in session "HPC")

Error detection in data storage systems and distributed voting protocols (in session "Data Management, Organization and Access")

Evaluating Different Options for Scientific Computing in Public Clouds (in session "Virtualization")

Event index based correlation analysis for the JUNO experiment (in session "Big data Analytics and Machine learning.")

Evolution of the WLCG computing infrastructure for the High Luminosity challenge of the LHC at CERN (in session "Plenary reports")

Explanation of NMR mobility of peptide dendrimers using distributed computing (in session "Distributed computing, HPC and ML for solving applied tasks")

Extraction of traffic features in Software Defined Networks using an SDN Controller (in session "Distributed computing, HPC and ML for solving applied tasks")

Features of HPC resources for HEP (in session "HPC")

Forecasting and assessment of land conditions using neural networks (in session "Big data Analytics and Machine learning.")

Fractal thermodynamics, big data and its 3D visualization (in session "Distributed computing, HPC and ML for solving applied tasks")

From Quantum Speed-up to Supremacy and Advantage (in session "Plenary reports")

Grammar parser-based solution for the description of the computational graph within GNA framework (in session "Computing for MegaScience Projects")

High resolution image processing and land cover classification for hydro-geomorphological high-risk area monitoring (in session "Big data Analytics and Machine learning.")

High-performance quantum computing technologies (in session "Plenary reports")

HPC workload balancing algorithm for co-scheduling environments. (in session "HPC")

Identification of news text corpora influencing the volatility of financial instruments (in session "Big data Analytics and Machine learning.")

IHEP tier-2 computing center: status and operation (in session "Distributed computing systems")

Implementing the Graph Model of the Spread of a Pandemic on GPUs (in session "HPC")

Improvements of the LOOT model for primary vertex finding based on the analysis of development results (in session "Computing for MegaScience Projects")

Increasing the accuracy of the diagnosis of mental disorders based on heterogeneous distributed data (in session "Data Management, Organization and Access")

Information Technologies @ JINR development strategy (in session "Plenary reports")

Information technologies based on DNA. Nanobioelectronics (in session "Plenary reports")

INP BSU grid site (in session "Distributed computing systems")

Intel architecture, technology and products for HPC and GRID. How to create the most effective system. (in session "Plenary reports")

Intel oneAPI for xPU (in session "HPC")

Intelligent Networks: using convolutional LSTM models to estimate network traffic (in session "Big data Analytics and Machine learning.")

IPv6 dual-stack deployment for the distributed computing center (in session "Research infrastructure")

IT for air quality management - mathematical modeling verified by special sampling and nuclear analytical methods and Air Pollution Management System (AQMS) (in session "Distributed computing systems")

IT solutions for JINR tasks on the “Govorun” supercomputer (in session "Plenary reports")

JINR CMS Tier-1,LCG2 accounting system (in session "Research infrastructure")

JINR's strategic plan for long-term development (in session "Plenary reports")

Jira plugin for ALICE instance (in session "Distributed computing systems")

Joint Scientific and Educational projects of JINR and NOSU (in session "Round table on IT technologies in education")

Lifecycle Management Service for the compute nodes of Tier1, Tier2 sites (JINR) (in session "Distributed computing applications")

LOAD BALANCING STRATEGIES IN GRID-SYSTEMS (in session "Data Management, Organization and Access")

Machine Learning for Data Quality Monitoring at CMS Experiment (in session "Big data Analytics and Machine learning.")

Mechanisms for identifying the patterns of the dynamics of scientific and technical publications on the example of the thematic direction "Robotics" (in session "Big data Analytics and Machine learning.")

Missing Mass Method for reconstruction of short-lived particles in the CBM and STAR experiments (in session "Computing for MegaScience Projects")

Modeling network data traffic for vulnerability scan using the TrafficREWIND test bench infrastructure of TIER1 data centers at JINR (in session "Research infrastructure")

Modeling the process of executing an evolutionary algorithm on the desktopgrid (in session "Distributed computing systems")

Monitoring System for the Russian Scientific Data Lake Prototype (in session "Research infrastructure")

Multi-GPU training and parallel CPU computing for the machine learning experiments using Ariadne library (in session "HPC")

Multi-instance learning for Rhetoric Structure Parsing (in session "Big data Analytics and Machine learning.")

NARX neuromorphic software in ECG wave prediction (in session "Distributed computing, HPC and ML for solving applied tasks")

National Research and Education Network of Russia: directions of development in the context of expanding of international cooperation (in session "Round table on IT technologies in education")

Neural network approach to the problem of image segmentation for morphological studies at LRB JINR (in session "Big data Analytics and Machine learning.")

Neural Networks in Modeling Beam Dynamics using Taylor Mapping (in session "Computing for MegaScience Projects")

New hardware testing methodology at IHEP data center (in session "Research infrastructure")

Offline Software and Computing for the SPD experiment (in session "Plenary reports")

ON DEEP LEARNING FOR OPTION PRICING IN LOCAL VOLATILITY MODELS (in session "Big data Analytics and Machine learning.")

On methods of the transfer learning in the classification of the biomedical images (in session "Big data Analytics and Machine learning.")

On the geometry of non-maximal strata qudit space with Bures metric (in session "Quantum information processing")

OpenMP computing of a reference solution for coupled Lorenz system on [0,400] (in session "HPC")

Optimization of the computation of the multidimentional integrals for estimation of the meson lifetime (in session "Distributed computing, HPC and ML for solving applied tasks")

Overlapping Computation and Communication in Matrix-Matrix Multiplication Algorithm for Multiple GPUs (in session "HPC")

Participation of Russian institutes in the processing and storage of ALICE data (in session "Computing for MegaScience Projects")

Passwordless Authentication Using Magic Link Technology (in session "Data Management, Organization and Access")

Performance Analysis and Optimization of MPDroot (in session "Computing for MegaScience Projects")

Performance testing framework for the ATLAS EventIndex (in session "Computing for MegaScience Projects")

Perspective and Strategy of IT Development at IHEP (in session "Plenary reports")

PIK Data Centre status (in session "Plenary reports")

Population annealing method and hybrid supercomputer architecture (in session "HPC")

Potential of Neural Networks for Air Quality Sensor Data Processing and Analysis (in session "Distributed computing, HPC and ML for solving applied tasks")

Precomputation formal verification of HPC cluster applications using SOPN Petri nets (in session "Research infrastructure")

Quantitative and qualitative changes in the JINR cloud infrastructure (in session "Virtualization")

Quantum control algorithm of imperfect knowledge bases of intelligent cognitive controllers (in session "Quantum information processing")

Quantum Machine Learning for HEP detectors simulations (in session "Quantum information processing")

RDIG-M (in session "Plenary reports")

Remote Procedure Call protocol with support for higher-order functions (in session "Distributed computing systems")

Research Cloud Computing Ecosystem in Armenia (in session "Distributed computing systems")

Research of improving the performance of explicit numerical methods on the x86 and ARM CPU (in session "HPC")

Resource Management in Private Multi-Service Cloud Environments (in session "Virtualization")

RISK MODEL OF APPLICATION OF LIFTING METHODS (in session "Data Management, Organization and Access")

Russian data lake prototype as an approach towards national federated storage for Megascience. (in session "Data Management, Organization and Access")

Services of computational neurobiology tasks, based on the distributed modular platform «Digital Laboratory» NRC «Kurchatov Institute» (in session "Research infrastructure")

Simulation Model of an HPC System for Super Charm-Tau Factory (in session "Computing for MegaScience Projects")

Solving the problems of Byzantine generals using blockchain technology (in session "Data Management, Organization and Access")

Some Aspects of the Workflow Scheduling in the Computing Continuum Systems (in session "Distributed computing systems")

SQL query execution optimization on Spark SQL (in session "Big data Analytics and Machine learning.")

Status of the DIRAC Interware Project (in session "Plenary reports")

System programming and cybersecurity (in session "Plenary reports")

Tape libraries as a part of JINR MICC mass storage system. (in session "Data Management, Organization and Access")

The JINR distributed information and computing environment: participants, features and challenges (in session "Distributed computing systems")

THE ALGORITHM FOR SOLVING THE PROBLEM OF SYNTHESIS OF THE OPTIMAL LOGICAL STRUCTURE OF DISTRIBUTED DATA IN ARCHITECTURE OF GRID SERVICE (in session "Data Management, Organization and Access")

The analysis of the educational measurement results, and its providing as “software-as-a-service” solution in eLearning (in session "Round table on IT technologies in education")

The ATLAS EventIndex using the HBase/Phoenix storage solution (in session "Computing for MegaScience Projects")

The concept of training IT professionals in cross-cutting digital technologies (in session "Round table on IT technologies in education")

The development of a new conditions database prototype for ATLAS RUN3 within the CREST project (in session "Data Management, Organization and Access")

The graph diameter of a distributed system with a given dominant set (in session "Distributed computing systems")

The grid-characteristic method for applied dynamic problems (in session "HPC")

The technology and Tools for the Building of Information Exchange Package Based on Semantic Domain Model (in session "Distributed computing applications")

The use of convolutional neural networks for processing stereoscopic IACT images in the TAIGA experiment (in session "Big data Analytics and Machine learning.")

The use of distributed clouds for scientific computing (in session "Virtualization")

TrackNETv3 with optimized inference for BM@N tracking (in session "Computing for MegaScience Projects")

Transformer-based Model for the Semantic Parsing of Error Messages in Distributed Computing Systems in High Energy Physics (in session "Research infrastructure")

Usage of JINR SSO authentication and authorization system with distributed data processing services. (in session "Distributed computing systems")

Usage of time series databases in the Grafana platform for the NETIS service (in session "Research infrastructure")

Using data from the labor market for analysis and education (in session "Round table on IT technologies in education")

Using distributed computing systems to solve the problem of image classification using deep neural networks (in session "Big data Analytics and Machine learning.")

Verifiable application-level checkpoint and restart framework for parallel computing (in session "HPC")

Visualization of Experimental Data in Web-based Virtual Reality (in session "Computing for MegaScience Projects")

VM based Evaluation of the Scalable Parallel Minimum Spanning Tree Algorithm for PGAS Model (in session "HPC")

WALT Platform for Web Application Development (in session "Distributed computing applications")

Web based Event Display server for MPD/NICA experiment (in session "Computing for MegaScience Projects")

Вычислительные технологии класса энтерпрайз (in session "Plenary reports")

Интеллектуальный анализ данных для повышения эффективности использования высокопроизводительной гетерогенной вычислительной платформы HybriLIT (in session "HPC")

Минимизация образов корневых файловых систем Docker контейнеров (in session "Virtualization")

Многопоточный режим моделирования событий в пакете BmnRoot (in session "Computing for MegaScience Projects")

Обучение без учителя на данных узкой направленности агрегированных автоматически. (in session "Round table on IT technologies in education")

Опыт и возможности Softline в обеспечении инфраструктуры для научных исследований (in session "Plenary reports")

Опыт организации гибкого доступа к удаленным вычислительным ресурсам из среды JupyterLab с использованием технологий проектов Everest и Templet (in session "Distributed computing systems")

Применение методов машинного обучения для задачи распознавания русских дореволюционных печатных текстов (in session "Distributed computing, HPC and ML for solving applied tasks")

Применение методов машинного обучения для кросс-классификации алгоритмов и задач многомерной непрерывной оптимизации (in session "Big data Analytics and Machine learning.")

Применение мультиагентных систем при обработке видеоданных (in session "Distributed computing systems")

Применение новых технологий виртуализации в учебном процессе (in session "Virtualization")

Программный интерфейс для функционального программирования для параллельных и распределенных систем (in session "Distributed computing applications")

Развитие и совершенствование способов оценки качества технических систем в процессе эксплуатации (in session "Distributed computing systems")

Разработка и исследование распределенных алгоритмов управления системами роевого интеллекта (in session "Distributed computing, HPC and ML for solving applied tasks")

Распределенные отказоустойчивые вычисления с SBN-Python на реальном кейсе компании (in session "Distributed computing systems")

Серверы Dell EMC PowerEdge ЛОКОМОТИВ ИТ-ИННОВАЦИЙ (in session "Plenary reports")

Система массовой памяти МИВК ОИЯИ. Статус, перспективы. (in session "Research infrastructure")

Include materials from selected contributions

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