Vol. 15, no.2, 2023
РусскийEnglish
INFORMATION TECHNOLOGIES
The problems of scaling components in streaming data processing systems
George G. Bulychev, Alexey V. Chernykh
MIREA-Russian Technological University, https://www.mirea.ru/
Moscow 119454, Russian Federation
E-mail: geo-bulychev@mail.ru, meidm@yandex.ru
Received April 24, 2023, peer-reviewed April 30, 2023, accepted May 08, 2023
Abstract: The article examines the existing problems of scaling components in streaming data processing systems. The algorithm proposed by the authors significantly reduces the number of operations for creating and removing components when scaling the system. The algorithm is based on linear regression. For the proposed algorithm, the practical load on the system is simulated to confirm the theoretical results obtained.
Keywords: streaming data processing, scaling, big data
UDC 004.62
RENSIT, 2023, 15(2):179-184e DOI: 10.17725/rensit.2023.15.179
Full-text electronic version of this article - web site http://en.rensit.ru/vypuski/article/493/15(2)179-184e.pdf