Forecasting network requests numbers to cloud application

Abstract

The article contains analysis of existing time series forecast methods. It is estimated how these methods fit to time series of network requests to a cloud application. Optimal forecasting methods have been chosen for different working modes of a cloud application. The research also contains comparison of forecast performed by standard methods and developed combined method.

Authors and Affiliations

Tamara Savchuk, Andriy Kozachuk

Keywords

Related Articles

Designing the Semistructured Data Dynamic Integration System Using Mash-up Technology

This paper describes the designing of semi-structured data dynamic integration system using Mash-Up technology. The functional requirements to dynamic data integration system based on Mash-Up technology have been charact...

Game model of decision-making in hierarchical systems

Game model of decision-making in hierarchical systems functioning in the conditions of aprioristic uncertainty it is constructed. The adaptive recurrent method and algorithm of stochastic game solving are developed. Comp...

Statistical signal processing of acoustic emission and their parameters

The methodological principles of the processing of acoustic emission signals for nondestructive testing of metal and observing the dynamics of developing defects. Statistical analysis of information AE signal parameters...

Analysis of Opportunities Development of Interactive E-books

Creating interactive educational book consists in layout text, images, interactive elements and add actions that occur due to the use of these elements. The analysis of the development tools of interactive e-books, which...

Hybrid Algorithm for Inductive Cluster Analysis Using Density Distribution Data Evaluation

In this article proposed a new clustering technique, which is based on two methods: density algorithm DBSCAN and inductive objective clustering algorithm. Experimentally proved that the combination of two these methods c...

Download PDF file
  • EP ID EP617530
  • DOI -
  • Views 153
  • Downloads 0

How To Cite

Tamara Savchuk, Andriy Kozachuk (2015). Forecasting network requests numbers to cloud application. Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì, 814(), 139-146. https://europub.co.uk/articles/-A-617530