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Digital image processing using parallel computing based on CUDA technology
Journal of Physics: Conference Series. 2017. Vol. 803. No. 1. P. 1-7.
Skirnevskiy I. P., Pustovit A. V., Abdrashitova M.O.
This article describes expediency of using a graphics processing unit (GPU) in big data processing in the context of digital images processing. It provides a short description of a parallel computing technology and its usage in different areas, definition of the image noise and a brief overview of some noise removal algorithms. It also describes some basic requirements that should be met by certain noise removal algorithm in the projection to computer tomography. It provides comparison of the performance with and without using GPU as well as with different percentage of using CPU and GPU.
[б.и.], 2014
Full texts of third international conference on data analytics are presented. ...
Added: October 13, 2014
Golubtsov P., Automatic Documentation and Mathematical Linguistics 2018 Vol. 52 No. 4 P. 203-213
The procedure of transition from a priori to a posteriori information for a linear experiment in the context of Big Data systems is considered. At first glance, this process is fundamentally sequential, namely: as a result of observation, a priori information is transformed into a posteriori information, which is later interpreted as a priori for ...
Added: January 18, 2019
Polyakov I. V., Chepovskiy A., Chepovskiy A., Вестник Новосибирского государственного университета. Серия: Информационные технологии 2013 Т. 11 № 4 С. 77-83
In this paper special data structure for big social graph storing and operating is presented. We discuss mainly graph paths searching, obtaining subgrapths and addition of new edges and vertices. ...
Added: October 17, 2013
Зимина Е. Ю., Статистика и Экономика 2018 Т. 15 № 2 С. 30-37
The article includes the observation of the cluster analysis of medical
data on the example of the cardiac data. One of the main effective
and commonly used Data Mining methods that applied to the large
amounts of information (for example, mathematical economics) are
clustering methods: the search for signs of similarity between objects
in the study of the subject area ...
Added: May 29, 2018
IEEE, 2020
The IEEE BigData conference series is sponsored by the IEEE Computer Society and attracts high-quality original research papers on various aspects of big data. This year, we received 535 full paper submissions from 2049 authors and co-authors of 58 countries. After a rigorous peer review process undertaken by the program committee members, 84 regular papers ...
Added: April 16, 2021
Gorbunov A. A., Isaev E., Samodurov V., Radio Physics and Radio Astronomy 2017 Т. 22 № 4 С. 270-275
In the process of astronomical observations are collected vast amounts of data. BSA (Big Scanning Antenna) LPI used in the study of impulse phenomena, daily logs 87.5 GB of data (32 TB per year). Experts classified 83096 individual observations (on the segment of the study July 2012 - October 2013). Over 75% of the sample ...
Added: October 15, 2017
НИЯУ МИФИ, 2016
In 2016 the International Conference “Data Analytics and Management in Data Intensive
Domains” (DAMDID/RCDL’2016) was held on October 11 – 14 in the Holiday Center, Ershovo
(Moscow region).
By tradition the “Data Analytics and Management in Data Intensive Domains” conference
(DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various
domains of science and research, promoting ...
Added: January 26, 2017
Rodriges Zalipynis R. A., PROCEEDINGS OF THE VLDB ENDOWMENT 2021 Vol. 14 No. 12 P. 3186-3189
Array DBMSs strive to be the best systems for managing, processing, and even visualizing big N-d arrays. The last decade blossomed with R&D in array DBMS, making it a young and fast-evolving area. We present the first comprehensive tutorial on array DBMS R&D. We start from past impactful results that are still relevant today, then ...
Added: June 4, 2021
Dubov M., Mirkin B., Шаль А. А., Открытые системы. СУБД 2014 № 10 С. 15-17
Currently, automating of text processing and analysis is a main tendency of IT applications. As of this moment, there is no unified approach to the analysis and visualization of big volumes of text data. Our system LM Monitor (Latent Meaning Monitor) generates so-called reference graphs which can be considered part of the popular technology of ...
Added: December 16, 2014
Борисенко О. Д., Пастухов Р. К., С.Д. Кузнецов, Труды Института системного программирования РАН 2016 Т. 28 № 6 С. 111-120
Apache Spark is a framework providing fast computations on Big Data using MapReduce model. With cloud environments Big Data processing becomes more flexible since they allow to create virtual clusters on-demand. One of the most powerful open-source cloud environments is Openstack. The main goal of this project is to provide an ability to create virtual ...
Added: January 25, 2018
Назипова Н. Н., Isaev E., Kornilov V. et al., Математическая биология и биоинформатика 2017 Т. 12 № 1 С. 102-119
Секвенирование человеческого генома началось в 1994 году. Понадобилось 10 лет работы многих научных коллективов для того, чтобы получить черновую последовательность ДНК человека. Современные технологии секвенирования позволяют получать геном конкретного человека за несколько дней. Обсуждаются успехи современной биоинформатики, связанные с появлением высокопроизводительных платформ секвенирования, которые не только способствовали расширению возможностей различных направлений биологии и других смежных ...
Added: March 3, 2017
Shugurov I., Mitsyuk A. A., Proceedings of the Institute for System Programming of the RAS 2016 Vol. 28 No. 3 P. 103-122
Process mining is a relatively new research field, offering methods of business processes analysis and improvement, which are based on studying their execution history (event logs). Conformance checking is one of the main sub-fields of process mining. Conformance checking algorithms are aimed to assess how well a given process model, typically represented by a Petri ...
Added: September 12, 2016
Gorbunov A. A., Isaev E., Samodurov V., Journal of Physics: Conference Series 2018 Vol. 945 No. 1 P. 1-4
In the process of astronomical observations collected vast amounts of data. BSA (Big Scanning Antenna) LPI used in the study of impulse phenomena, daily logs 87.5 GB of data (32 TB per year). These data have important implications for both short-and long-term monitoring of various classes of radio sources (including radio transients of different nature), ...
Added: October 15, 2017
Parinov A., Научно-техническая информация. Серия 2: Информационные процессы и системы 2014
В статье рассматриваются сочетания базовых структур данных локального хранилища системы поддержки принятия решений FCART и приводятся временные характеристики при использовании больших объемов данных. ...
Added: November 19, 2013
Berlin, Heidelberg : Springer, 2013
The proceedings of the 11th International Conference on Service-Oriented Computing (ICSOC 2013), held in Berlin, Germany, December 2–5, 2013, contain high-quality research papers that represent the latest results, ideas, and positions in the field of service-oriented computing. Since the first meeting more than ten years ago, ICSOC has grown to become the premier international forum ...
Added: March 21, 2014
Vikentyeva O., Deryabin A. I., Shestakova L. V. et al., Вестник Московского государственного строительного университета 2017 Т. 12 № 10 С. 1191-1201
Subject: smart house maintenance requires taking into account a number of factors - resource conservation, mitigating working expenditures, safety enhancement, ensuring comfort of leisure and operation. Automation of such engineering systems networks as illumination, climate control, security and communication, may be achieved through utilization of contemporary technologies (e.g. IoT – Internet of Things). However, storing ...
Added: November 21, 2017
NY : ACM, 2021
The annual ACM SIGMOD/PODS Conference is a leading international forum for database researchers, practitioners, developers, and users to explore cutting-edge ideas and results, and to exchange techniques, tools, and experiences. The conference includes a fascinating technical program with research and industrial talks, tutorials, demos, and focused workshops. It also hosts a poster session to learn about innovative ...
Added: April 28, 2021
Krylov V., Крылов С. В., М. : Нобель Пресс, 2014
Предназначена для студентов и специалистов в области разработки информационных систем в том числе для электроэнергетики и руководителей ИТ подразделений предприятий, всем, кто работает над планированием направлений развития электроэнергетики и просто интересуется прогресcом в этой области
В книге рассматривается направление в области обработки данных, получившее название Большие Данные (Big Data), рассказывается о техниках и технологиях. Главный фокус ...
Added: October 10, 2015
Isaev E., Tarasov P. A., Odessa Astronomical Publications 2014 Vol. 27 No. 2 P. 72-73
Added: November 24, 2014
Vikentyeva O., Kychkin A., Deryabin A. I. et al., Датчики и системы 2018 № 5 С. 32-38
This work considers the problem of designing the architecture of a network management system for a generic module of a modern automated building. To improve the efficiency of building operation given the large influx of data, the architecture of the network management system implements multicontour management of a generic modules using cloud scenarios. Building operation ...
Added: July 19, 2018
Прокофьев Д. О., Starykh V., Информационные технологии 2015
This study investigates main problems of automation and optimization of educational processes with the help of BPMS and Big Data. The questions concerning process modeling are raised, particularly related to the integration of process-oriented and business analysis systems. The main goal of study is to find possible new way to implement the ideas of metadata ...
Added: October 9, 2015
Chelyabinsk : IEEE, 2018
The 2018 Global Smart Industry Conference is organized in order to exchange experience, promote discussion and presentation of research papers, and summarize results in development of innovative models, methods and technologies for the digital industry in universities, scientific and industrial associations of the Russian Federation as well as in foreign companies, and the experience of ...
Added: November 25, 2019
Max press, 2021
The book contains full papers in Russian, short papers and poster abstracts included in the agenda of the
International Conference “Russian Supercomputing Days”. ...
Added: June 6, 2021