Verify the Effectiveness of the Intelligent Data Layer on Different Hardware Configurations

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F24%3A39922658" target="_blank" >RIV/00216275:25530/24:39922658 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/10900862" target="_blank" >https://ieeexplore.ieee.org/document/10900862</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/Informatics62280.2024.10900862" target="_blank" >10.1109/Informatics62280.2024.10900862</a>

Result language

angličtina

Original language name

Verify the Effectiveness of the Intelligent Data Layer on Different Hardware Configurations

Original language description

The article builds on research focused on the design and construction of an Intelligent Data Layer (IDL) using Object-Relational Mapping (ORM) frameworks, which can sometimes be inefficient. The aim of this article is to verify whether IDL functions as an optimization technique in different hardware environments. Previous research has shown that IDL can significantly improve the performance of applications, especially in loading and processing large amounts of data. However, this improvement was observed on standard test hardware. Therefore, we conducted this testing, which includes tests on different hardware configurations, specifically a server and a test workstation. The tests focus on data retrieval speed, memory usage efficiency, and overall application performance when using IDL compared to traditional approaches. The results of the tests will help determine whether IDL is a universal optimization technique or whether its effectiveness depends on specific hardware conditions. This knowledge is crucial for us for the future development and deployment of IDL in real-world applications. The experiments were conducted in an environment with an Nginx web server, PHP, and a MySQL database. The tested implementation runs on Symfony and Doctrine. For the individual experiments, a relational database model from previous work was used, which included tables with varying numbers of rows.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10200 - Computer and information sciences

Project

—

Continuities

R - Projekt Ramcoveho programu EK

Publication year

2024

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Informatics 2024 : 2024 IEEEE 17th International Scientific Conference on Informatics : proceedings

ISBN

979-8-3503-8766-7

ISSN

—

e-ISSN

—

Number of pages

502

Pages from-to

497

Publisher name

IEEE (Institute of Electrical and Electronics Engineers)

Place of publication

New York

Event location

Poprad

Event date

Nov 13, 2024

Type of event by nationality

EUR - Evropská akce

UT code for WoS article

001483035700081