Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

Алгоритм балансировки нагрузки мультифрактального трафика между вычислительными узлами гетерогенного кластера

выпускная квалификационная работа бакалавра

Алгоритм балансировки нагрузки мультифрактального трафика между вычислительными узлами гетерогенного кластера

Abstract

Целью работы является повышение эффективности использования вычислительных узлов распределенной системы за счет математического описания работы алгоритма балансировки нагрузки между узлами, отличительной особенностью которого является анализ конфигурации и состояния узлов в гетерогенном кластере и учет мультифрактальных свойств трафика. В работе изучены существующие подходы к балансиров-ке нагрузки на сервера системы, проведен их анализ и поставлены требования к разрабатываемому алгоритму. Изучены особенности гетерогенной среды и осуществлена реализация контроля нагрузки в подобных системах. Спроектирована система, отвечающая всем заявленным требованиям, которая анализирует входной трафик по наличию мультифрактальных свойств и динамически с ним работает. Проведено тестирование полученного алгоритма и доказана его эффективность.

It was studied approaches to balancing the load on the servers of the system, analyzes them, and sets the requirements for the developed algorithm. The aim of the work is to increase the efficiency of using computing nodes of a distributed system due to a mathematical description of the operation of the load balancing algorithm between nodes, a distinctive feature of which is the analysis of the configuration and state of nodes in a heterogeneous cluster and considering the multifractal properties of traffic. The features of a heterogeneous environment have been studied and the implementation of load control in such systems has been carried out. The designed system has been made so that it meets all the approaches requirements, which analyzes the input traffic for the presence of multifractal properties and dynamically works with it. The obtained algorithm was tested, and its efficiency was proved.

Keywords

multifractal traffic, heterogeneous cluster, гетерогенный кластер, мультифрактальный трафик, распределение нагрузки, load balancing, load-balancing algorithm, узел, traffic routing, алгоритм балансировки, маршрутизация трафика, node

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Upload OA version
Are you the author? Do you have the OA version of this publication?