Encapsulation Component and Its Incidence into Scientific Software Performance

G. Omar Pizarro-Vasquez; Felix Barahona; Miguel Botto-Tobar

doi:10.1007/978-981-16-4126-8_63

Encapsulation Component and Its Incidence into Scientific Software Performance

G. Omar Pizarro-Vasquez, Felix Barahona, Miguel Botto-Tobar

Social Software Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

Abstract

Performance is considered an important feature rather than the application of programming techniques for better software design in most scientific software developers. Therefore, the problem arises if the software is developed without considering a specific paradigm or some programming technique when performing maintenance; tasks related to this activity are complicated, since almost no one would understand the source code. The goal of this research is to verify the performance of the software with or without an encapsulation component. An ex-post-facto experimental methodology has been implemented, carrying out a descriptive analysis of the data and then concluding by verifying the hypothesis by means of a robust test. This work was carried out by running algorithms written in the programming language Java by using three data groups in different conditions to analyze their behavior. Results show is that the application of the encapsulation component of the object-oriented paradigm does affect the execution of the scientific software performance.

Original language	English
Title of host publication	Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021
Editors	Álvaro Rocha, Paulo Carlos López-López, Juan Pablo Salgado-Guerrero
Publisher	Springer
Pages	709-719
Number of pages	11
ISBN (Print)	9789811641251
DOIs	https://doi.org/10.1007/978-981-16-4126-8_63
Publication status	Published - 2022
Event	7th International Conference on Science, Technology and Innovation for Society, CITIS 2021 - Virtual, Online Duration: 26 May 2021 → 28 May 2021

Publication series

Name	Smart Innovation, Systems and Technologies
Volume	252
ISSN (Print)	2190-3018
ISSN (Electronic)	2190-3026

Conference

Conference	7th International Conference on Science, Technology and Innovation for Society, CITIS 2021
City	Virtual, Online
Period	26/05/21 → 28/05/21

Bibliographical note

Funding Information:
Acknowledgements Thanks to Universidad Politécnica Salesiana, due to the financial contribution to this research work, which is within the framework of the research project: “ACISoft—Computational Analysis in Software Engineering” carried out in the Research Group of Software Engineering and Knowledge Engineering (GIISIC).

Keywords

Data science
Design software
Encapsulation
Performance
Scientific software
Software engineering

Access to Document

10.1007/978-981-16-4126-8_63

Cite this

Pizarro-Vasquez, G. O., Barahona, F., & Botto-Tobar, M. (2022). Encapsulation Component and Its Incidence into Scientific Software Performance. In Á. Rocha, P. C. López-López, & J. P. Salgado-Guerrero (Eds.), Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021 (pp. 709-719). (Smart Innovation, Systems and Technologies; Vol. 252). Springer. https://doi.org/10.1007/978-981-16-4126-8_63

Pizarro-Vasquez, G. Omar ; Barahona, Felix ; Botto-Tobar, Miguel. / Encapsulation Component and Its Incidence into Scientific Software Performance. Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. editor / Álvaro Rocha ; Paulo Carlos López-López ; Juan Pablo Salgado-Guerrero. Springer, 2022. pp. 709-719 (Smart Innovation, Systems and Technologies).

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abstract = "Performance is considered an important feature rather than the application of programming techniques for better software design in most scientific software developers. Therefore, the problem arises if the software is developed without considering a specific paradigm or some programming technique when performing maintenance; tasks related to this activity are complicated, since almost no one would understand the source code. The goal of this research is to verify the performance of the software with or without an encapsulation component. An ex-post-facto experimental methodology has been implemented, carrying out a descriptive analysis of the data and then concluding by verifying the hypothesis by means of a robust test. This work was carried out by running algorithms written in the programming language Java by using three data groups in different conditions to analyze their behavior. Results show is that the application of the encapsulation component of the object-oriented paradigm does affect the execution of the scientific software performance.",

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Pizarro-Vasquez, GO, Barahona, F & Botto-Tobar, M 2022, Encapsulation Component and Its Incidence into Scientific Software Performance. in Á Rocha, PC López-López & JP Salgado-Guerrero (eds), Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. Smart Innovation, Systems and Technologies, vol. 252, Springer, pp. 709-719, 7th International Conference on Science, Technology and Innovation for Society, CITIS 2021, Virtual, Online, 26/05/21. https://doi.org/10.1007/978-981-16-4126-8_63

Encapsulation Component and Its Incidence into Scientific Software Performance. / Pizarro-Vasquez, G. Omar; Barahona, Felix; Botto-Tobar, Miguel.
Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. ed. / Álvaro Rocha; Paulo Carlos López-López; Juan Pablo Salgado-Guerrero. Springer, 2022. p. 709-719 (Smart Innovation, Systems and Technologies; Vol. 252).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Encapsulation Component and Its Incidence into Scientific Software Performance

AU - Pizarro-Vasquez, G. Omar

AU - Barahona, Felix

AU - Botto-Tobar, Miguel

N1 - Funding Information: Acknowledgements Thanks to Universidad Politécnica Salesiana, due to the financial contribution to this research work, which is within the framework of the research project: “ACISoft—Computational Analysis in Software Engineering” carried out in the Research Group of Software Engineering and Knowledge Engineering (GIISIC).

PY - 2022

Y1 - 2022

N2 - Performance is considered an important feature rather than the application of programming techniques for better software design in most scientific software developers. Therefore, the problem arises if the software is developed without considering a specific paradigm or some programming technique when performing maintenance; tasks related to this activity are complicated, since almost no one would understand the source code. The goal of this research is to verify the performance of the software with or without an encapsulation component. An ex-post-facto experimental methodology has been implemented, carrying out a descriptive analysis of the data and then concluding by verifying the hypothesis by means of a robust test. This work was carried out by running algorithms written in the programming language Java by using three data groups in different conditions to analyze their behavior. Results show is that the application of the encapsulation component of the object-oriented paradigm does affect the execution of the scientific software performance.

AB - Performance is considered an important feature rather than the application of programming techniques for better software design in most scientific software developers. Therefore, the problem arises if the software is developed without considering a specific paradigm or some programming technique when performing maintenance; tasks related to this activity are complicated, since almost no one would understand the source code. The goal of this research is to verify the performance of the software with or without an encapsulation component. An ex-post-facto experimental methodology has been implemented, carrying out a descriptive analysis of the data and then concluding by verifying the hypothesis by means of a robust test. This work was carried out by running algorithms written in the programming language Java by using three data groups in different conditions to analyze their behavior. Results show is that the application of the encapsulation component of the object-oriented paradigm does affect the execution of the scientific software performance.

KW - Data science

KW - Design software

KW - Encapsulation

KW - Performance

KW - Scientific software

KW - Software engineering

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DO - 10.1007/978-981-16-4126-8_63

M3 - Conference contribution

AN - SCOPUS:85116739602

SN - 9789811641251

T3 - Smart Innovation, Systems and Technologies

SP - 709

EP - 719

BT - Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021

A2 - Rocha, Álvaro

A2 - López-López, Paulo Carlos

A2 - Salgado-Guerrero, Juan Pablo

PB - Springer

T2 - 7th International Conference on Science, Technology and Innovation for Society, CITIS 2021

Y2 - 26 May 2021 through 28 May 2021

ER -

Pizarro-Vasquez GO, Barahona F, Botto-Tobar M. Encapsulation Component and Its Incidence into Scientific Software Performance. In Rocha Á, López-López PC, Salgado-Guerrero JP, editors, Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. Springer. 2022. p. 709-719. (Smart Innovation, Systems and Technologies). doi: 10.1007/978-981-16-4126-8_63

Encapsulation Component and Its Incidence into Scientific Software Performance

Abstract

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Bibliographical note

Keywords

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