Self-similar model of cloud data warehouse load

Abstract

This article presents the results of the practical study of real load cloud storage. The dynamic characteristics of incoming and outgoing traffic and distribution capacity server hardware are established. It has enabled a dynamic model load construction and the opportunity to practically demonstrate the feasibility of using fractal models. Temporal self-similarity parameters have been revealed. Implemented self-similar model of load allows accurately predict the workload in the time context.

Authors and Affiliations

Rostyslav Strubytskyi

Keywords

Related Articles

Coordination of process typhlocomment

The development of mathematical support process of typhlocomment is described. To do this, the theory of coordination is used. The structure of the coordination problem is to obtain a global solution to the problem, whic...

Sequential kernel fuzzy clustering of big data based on computational intelligence hybrid system

The architecture and self-learning method of hybrid neuro-fuzzy systems for big fuzzy clustering in on-line mode are proposed in this paper. The architecture of proposed system represents the hybrid of the fuzzy general...

Analysis of efficiency of the aspect-oriented implementation for providing maintenance of client-server architecture system

In this article an aspect-oriented programming is considered as a software engineering method for providing maintenance of client-server software systems. The results of redesign system from object-oriented to aspect-ori...

Spelling influence on the letters frequency in texts

The article is dedicated to one of the most important areas of quantitative studies of language and speech that is the study of information and statistical properties of text. On the basis of works by Les Martovych an at...

Statistical analysis of complex relationships in text

The approach to the application of complex dependencies between word-forms in resolving the semantic text analysis problems has been grounded in the article. General points and main advantages of the approach have been f...

Download PDF file
  • EP ID EP617534
  • DOI -
  • Views 158
  • Downloads 0

How To Cite

Rostyslav Strubytskyi (2015). Self-similar model of cloud data warehouse load. Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì, 814(), 147-155. https://europub.co.uk/articles/-A-617534