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Reproducible and Reliable Distributed Classification of Text Streams
P. 264-265.
Trofimov A., Шавкунов М. В., Reznick S., Sokolov N., Ютман М. А., Kuralenok I., Novikov B.
Large-scale classification of text streams is an essential problem that is hard to solve. Batch processing systems are scalable and proved their effectiveness for machine learning but do not provide low latency. On the other hand, state-of-the-art distributed stream processing systems are able to achieve low latency but do not support the same level of fault tolerance and determinism. In this work, we discuss how the distributed streaming computational model and fault tolerance mechanisms can affect the correctness of text classification data flow. We also propose solutions that can mitigate the revealed pitfalls.
In book
NY : Association for Computing Machinery (ACM), 2019
Vasin V. A., Домась К. И., Ivashov E. et al., М. : Издательство ГНУ НИИ ПМТ, 2011
Рассмотрены основные вопросы создания системы поддержки принятия рациональных решений при проектировании объектов лазерной обработки, имеющей важное значение для автоматизации проектирования устройств и модулей электронного машино- и приборостроения, микро- и наноэлектронной техники. Предложенный подход позволяет принимать научно обоснованные, технически целесообразные, технологически и экономически выгодные решения с целью последующего совершенствования известных и создания новых технологических установок лазерной ...
Added: April 12, 2012
M. : ISC RAS, 2020
The book presents proceedings of the XXIII International Scientific Conference "Distributed computer and communication networks: control, computation, communications (DCCN-2020)" ...
Added: October 31, 2020
Dordrecht, L., Cham, Heidelberg, NY : Springer, 2014
This book represents the combined peer-reviewed proceedings of the Seventh International Symposium on Intelligent Distributed Computing - IDC-2013, of the Second Workshop on Agents for Clouds - A4C-2013, of the Fifth International Workshop on Multi-Agent Systems Technology and Semantics - MASTS-2013, and of the International Workshop on Intelligent Robots - iR-2013. All the events were ...
Added: March 13, 2015
Toporkov V. V., Toporkova A. S., Bobchenkov A. V. et al., , in : Advances in Information Technology from AI to Virtual Reality. : Amman : UbiCC Publisher, 2011. P. 2-20.
In this work, we present slot selection algorithms for job batch scheduling in distributed computing with non-dedicated resources. Jobs are parallel applications and these applications are independent. Existing approaches towards resource co-allocation and parallel job scheduling in economic models of distributed computing are based on search of time-slots in resource occupancy schedules. The sought time-slots ...
Added: April 12, 2012
Abdullin A., Stepanov D., Akhin M., , in : Communications in Computer and Information Science. Vol. 779: Tools and Methods of Program Analysis.: Springer, 2018. P. 1-10.
Software analysis is becoming increasingly important as a way of software quality assurance. Most works in this area focus their attention on a single machine scenario, when the analysis is run and implemented on a single processing node, as it seems to be a good fit for the current software development methodologies. We argue that ...
Added: November 12, 2018
Toporkov V., Yemelyanov D., Anna Toporkova et al., , in : ICIT 2013.The 6th International Conference on Information Technology. Cloud Computing. May 8th-10th, 2013, Amman, Jordan, IEEE Jordan Chapter, ICIT 2013. : Jordan : IEEE Computer Society, 2013. Ch. 697. P. 1-11.
In this work, we introduce slot selection and co-allocation algorithms for parallel jobs in distributed computing with non-dedicated resources. A single slot is a time span that can be assigned to a task, which is a part of a job. The job launch requires a co-allocation of a specified number of slots starting synchronously. The ...
Added: November 29, 2013
Л. В. Дворянский, И. А. Ломазова, Программирование 2016 № 5 С. 49-67
Multi-agent systems (MAS) with many levels and dynamic hierarchical structure are widely used in telecommunication, transport, social, and other fields.
Assuring correctness of such systems is an important and topical issue.
In this paper we consider modeling MAS with dynamic structure with the help of Nested Petri nets (NPNs). NPN is an extension of Petri nets within ...
Added: December 4, 2015
Dagstuhl Publishing, 2021
Welcome to the DISC 2021, the 35th International Symposium on Distributed Computing, held on October 4–18, 2021. DISC is an international forum on the theory, design, analysis, and implementation of distributed systems and networks, focusing on distributed computing in all its forms. DISC is organized in cooperation with the European Association for Theoretical Computer Science ...
Added: October 14, 2021
Breyman A., Прикаспийский журнал: управление и высокие технологии 2018 № 1 (41)
One of the promising approaches to the development of distributed systems is to divide it into a number of independently deployable modules (microservices) that use messaging for data interchange. As a rule, each individual microservice implements some business function, completely hiding its implementation details, including method of data persistence – be it tables in the ...
Added: February 26, 2018
Breyman A., Прикаспийский журнал: управление и высокие технологии 2018 № 2 (42)
In distributed systems designed using microservice architecture, business functions are encapsulated in independently deployable modules that asynchronously access one another using messaging. The choice of the method of functions assignment to microservices being designed, and corresponding data placement, can be carried out both heuristically and using a specialized methodology based on domain-oriented design and relational ...
Added: February 26, 2018
Toporkov V., Anna Toporkova, Tselishchev A. et al., Procedia Computer Science 2015 Vol. 51 No. 1 P. 845-854
Distributed environments with the decoupling of users from resource providers are generally termed as utility Grids. The paper focuses on the problems of efficient job flow distribution and scheduling in virtual organizations (VOs) of utility Grids while ensuring the VO stakeholders preferences and providing dependable strategies for resources utilization. An approach based on the combination ...
Added: June 1, 2015
Toporkov V., Anna Toporkova, Tselishchev A. et al., , in : Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30 – July 4, 2014, Brunów, Poland. Vol. 286: Advances in Intelligent Systems and Computing.: Dordrecht, L., Cham, Heidelberg, NY : Springer, 2014. P. 455-465.
The paper is devoted to comparing the results of an independent job batch scheduling in terms of a virtual organization policy and available resources usage efficiency in large distributed environments like utility Grid. A hybrid approach is proposed on the basis of a cyclic scheduling scheme and backfilling combination. Additionally the paper offers a heuristic ...
Added: July 8, 2014
Топорков В. В., Емельянов Д. М., Toporkova A. S., Информационные технологии в науке, образовании и управлении 2017 № 3 С. 72-80
This paper deals with problems of scheduling in distributed environments with non-dedicated resources
in Grid. ...
Added: January 26, 2018
Breyman A., Прикаспийский журнал: управление и высокие технологии 2018 № 3 (43)
In a service-oriented architecture, orchestration is the primary way to ensure services collaboration. Orchestration might be performed by a centralized or distributed component, such as a message broker or enterprise service bus. List of orchestration’s advantages includes increased flexibility of connecting and disconnecting services, universal way to control the routing and transformation of requests, etc. ...
Added: February 27, 2018
Springer, 2021
10th International Conference, IACC 2020, Panaji, Goa, India, December 5–6, 2020, Revised Selected Papers, Part II
series: Communications in Computer and Information Science (2021) volume 1368 ...
Added: July 7, 2021
Smirnov S., Sukhoroslov O. V., Voloshinov V., , in : Supercomputing. RuSCDays 2018. Communications in Computer and Information Science, vol 965. Springer, Cham. : Springer, 2019. P. 687-698.
High-performance computing plays an increasingly important role in modern science and technology. However, the lack of convenient interfaces and automation tools greatly complicates the widespread use of HPC resources among scientists. The paper presents an approach to solving these problems relying on Everest, a web-based distributed computing platform. The platform enables convenient access to HPC ...
Added: October 19, 2019
Gasparetto T. M., Barajas A., Revista Brasileira de Futsal e Futebol 2018 Vol. 10 No. 38 P. 365-374
The derby between Atlético-PR and Coritiba played on 1st March 2017 attracted Brazilian mass media attention because it was the first exclusive live streaming match in Brazilian football. However, despite the strong interesting of media and fans in that game, there is no paper about the impacts it could provide to the Brazilian football market. ...
Added: October 22, 2018
Romanov I., Вестник Московского университета. Серия 1: Математика. Механика 2011 № 4 С. 49-53
Рассматривается задача точного граничного управления колебаниями прямоугольной пластины. Доказывается, что колебания прямоугольной пластины (длины сторон которой рационально соизмеримы) можно привести в состояние покоя за конечное время. Причем, управляющее воздействие ограничено по абсолютной величине. ...
Added: October 2, 2012
NY : ACM, 2016
Added: August 30, 2018
Association for Computing Machinery (ACM), 2021
Welcome to the 40th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC 2021), held virtually (due to the COVID-19 pandemic) on July 26-30, 2021. PODC is the premier forum for presentation of research on all aspects of distributed computing, including the theory, design, implementation, and applications of distributed algorithms, systems, and networks.
This volume contains ...
Added: October 14, 2021
Vostokin S., Popov S., O. Sukhoroslov, , in : Proceedings of the 9th International Conference "Distributed Computing and Grid Technologies in Science and Education" (GRID'2021), Dubna, Russia, July 5-9, 2021. : CEUR Workshop Proceedings, 2021. P. 558-561.
The paper describes the experience of building distributed web applications based on the interactive computing technologies of the Jupyter project. The new architecture of such applications is proposed, considering the possibility of deploying a Jupyter notebook server separately from computing resources, and the possibility to interact with several computing resources simultaneously. These features are implemented ...
Added: October 30, 2022
Sukhoroslov O. V., Voloshinov V., Smirnov S., , in : Supercomputing. RuSCDays 2020. Communications in Computer and Information Science. Vol. 1331: 6th Russian Supercomputing Days, RuSCDays 2020, Moscow, Russia, September 21–22, 2020, Revised Selected Papers.: Switzerland : Springer, 2020. P. 634-646.
Added: October 29, 2021
Иркутск : ИДСТУ СО РАН, 2022
Материалы научного сборника включают избранные статьи и тезисы IV Международного семинара по информационным, вычислительным и управляющим системам для распределенные сред (ICCS-DЕ 2022),
проведенного Институтом динамики систем и теории управления имени В.М. Матросова Сибирского отделения Российской академии наук (Иркутск, Россия) совместно с Центром научных исследований и высшего образования (CICESE Research Center, Энсенада, Мексика) 4-8 июля, 2022 г. ...
Added: October 30, 2022
Ponomarenko A., Yury M., Andrey L. et al., Business Informatics 2014
The ability to scale is desirable in computer system as well as business settings. The distributed systems clearly demonstrate this ability and powerfulness to process a very big amount of data. Many system that have distributed architecture like Hadoop file system or distributed torrent tracker are based on the distribute hash table (DHT) which manages ...
Added: October 20, 2014