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Method for accelerating the operation of joining distributed datasets by a given criterion
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Tyryshkina Y.
In this paper, we consider the problem of reducing the cost of computer time by developing and implementing a method for accelerating the operation of connecting distributed data arrays according to a given criterion. The following tasks were solved: a study was conducted on the architecture of distributed data storages and parallel computing algorithms; on the basis of these studies, limiting stages have been established that slow down the processing process; a method was developed that excludes the established limiting stages; on the basis of the developed method, an algorithm and a utility were created that expand the functionality of the selected software product; experimental studies have been carried out
Language:
English
In book
Сигов А. С. [б.и.], 2022.
Yakovlev S., Oleg S., , in: Parallel Computational Technologies, 19th International Conference, PCT 2025, Moscow, Russia, April 8–10, 2025, Revised Selected Papers. (CCIS, volume 2891)Vol. 2891.: Springer, 2026. P. 80–97.
This paper introduces DSBuild, a high-level framework designed to simplify the development of distributed systems with built-in support for simulation-based testing. The framework enables the implementation and execution of production-ready distributed applications that can be tested in deterministic simulations without code translation. By eliminating the need for code translation, our approach avoids common pitfalls such ...
Added: May 19, 2026
Vishnekov A., Ivanova E., Ладовир А. А. et al., Информационные технологии 2025 Т. 31 № 11 С. 587–595
The paper considers the possibility of applying decision theory methods to solve the problem of load balancing in distributed information systems. A review and analysis of methods for evaluating and comparing multi-criteria alternatives is carried out, their advantages and disadvantages are shown in the context of the problem being solved. The most effective methods have ...
Added: November 11, 2025
Springer, 2022.
This book constitutes selected and revised papers from the 22nd International Conference on Mathematical Modeling and Supercomputer Technologies, MMST 2022, held in Nizhny Novgorod, Russia, in November 2022.
The 20 full papers and 5 short papers presented in the volume were thoroughly reviewed and selected from the 48 submissions. They are organized in topical secions on computational methods ...
Added: December 26, 2022
Egurnov D., Точилкин Д. С., Ignatov D. I., , in: Complex Data Analytics with Formal Concept Analysis.: Springer, 2022. P. 239–258.
In this paper, we describe versions of triclustering algorithms adapted for efficient calculations in distributed environments with MapReduce model or parallelisation mechanism provided by modern programming languages. OAC-family of triclustering algorithms shows good parallelisation capabilities due to the independent processing of triples of a triadic formal context. We provide time and space complexity of the ...
Added: November 1, 2022
Oleg Sukhoroslov, Maxim Gorokhovskii, Roman Ilgovskiy et al., , in: Материалы IV Международного семинара по информационным, вычислительным и управляющим системам для распределенных сред (ICCS-DE 2022).: Иркутск: ИДСТУ СО РАН, 2022. P. 79–96.
Resource management is a critical part of modern large-scale distributed systems and an active area of research. The diversity of systems, workloads and requirements have lead to many domain-specific problem statements, solutions and simulation tools proposed by researchers, which are hard to compare and reuse. In this paper, an overview of related resource management problems ...
Added: October 30, 2022
Springer, 2022.
This book constitutes the refereed proceedings of the 16th International Conference on Parallel Computational Technologies, PCT 2022, held in Dubna, Russia, during March 29–31, 2022.
The 22 full papers included in this book were carefully reviewed and selected from 60 submissions. They were organized in topical sections as follows: high performance architectures, tools and technologies; parallel ...
Added: August 10, 2022
Tyryshkina Y., , in: International Seminar on Electron Devices Design and Production, SED 2021.: [б.и.], 2021.
In this paper, we consider the problem of reducing the cost of computer time by developing and implementing a method for accelerating the operation of connecting distributed data arrays according to a given criterion. The following tasks were solved: a study was conducted on the architecture of distributed data storages and parallel computing algorithms; on ...
Added: June 2, 2022
Tyryshkina Y., , in: Proceedings of 2022 IEEE Moscow Workshop on Electronic and Networking Technologies (MWENT).: M.: IEEE, 2022.
Added: May 31, 2022
Springer, 2022.
This volume constitutes selected papers from the Second International Conference on Information Systems and Design, ICID 2021, held as virtual event in September 2021.
The 24 full papers and 4 short papers presented were thoroughly reviewed and selected from 51 submissions. They are organized in topical sections on digital transformation of enterprises based on analysis and management ...
Added: February 16, 2022
Ometov A., Molua O. L., Komarov M. M. et al., Sensors 2022 No. 22 Article 927
The field of information security and privacy is currently attracting a lot of research interest. Simultaneously, different computing paradigms from Cloud computing to Edge computing are already forming a unique ecosystem with different architectures, storage, and processing capabilities. The heterogeneity of this ecosystem comes with certain limitations, particularly security and privacy challenges. This systematic literature ...
Added: January 31, 2022
Panfilov, P., Suleykin, A., ElDarawany, A., , in: MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems.: NY: Association for Computing Machinery (ACM), 2021. P. 163–166.
This research is focused on architectural and modeling issues of design and development of digital reporting system aimed at the railway communication network infrastructure. Our approach to these problems is based on digital ecosystem paradigm and open-source Big Data technologies. It also aims at methodology for KPIs data preparation and collection in railway communication networks. ...
Added: January 15, 2022
Dagstuhl Publishing, 2021.
The papers in this volume were presented at the 24th International Conference on Principles of Distributed Systems (OPODIS 2020), held on December 14–16, 2020. Originally planned to be held in Strasbourg, France, the conference was held online due to the COVID19 pandemic. OPODIS is an open forum for the exchange of state-of-the-art knowledge about distributed ...
Added: October 14, 2021
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
Rodriges Zalipynis R. A., PROCEEDINGS OF THE VLDB ENDOWMENT 2020 Vol. 13 No. 12 P. 2909–2912
Geospatial array DBMSs handle big georeferenced arrays. Due to the geospatial data peculiarities, many queries have tunable parameters with values not known in advance: users gradually tune them until they get a satisfactory result. This generates a series of queries with slightly different structures and very similar outputs. Modern array DBMSs spend the same efforts ...
Added: February 22, 2021
Bardinova Y., Zhidanov K., Bezzateev S. et al., Data 2020 Vol. 5(3) P. 66
This is a data descriptor paper for a set of the battery output data measurements during the turned on display discharge process caused by the execution of modern mobile blockchain projects on Android devices. The measurements were executed for Proof-of-Work (PoW) and Proof-of-Activity (PoA) consensus algorithms. In this descriptor, we give examples of Samsung Galaxy ...
Added: October 8, 2020
Ometov A., Bezzateev S., Voloshina N. et al., Sensors 2019 Vol. 19 No. 24 P. 1–19
Almost inevitable climate change and increasing pollution levels around the world are the most significant drivers for the environmental monitoring evolution. Recent activities in the field of wireless sensor networks have made tremendous progress concerning conventional centralized sensor networks known for decades. However, most systems developed today still face challenges while estimating the trade-off between ...
Added: February 2, 2020
Ahmed Munna M. T., International Journal of Engineering and Technology 2018 Vol. 7 No. 8 P. 16–21
MapReduce has become a popular programming model for processing and running large-scale data sets with a parallel, distributed paradigm on a cluster. Hadoop MapReduce is needed especially for large scale data like big data processing. In this paper, we work to modify the Hadoop MapReduce Algorithm and implement it to reduce processing time. ...
Added: October 29, 2019
NY: ACM, 2019.
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 2, 2019