Performance and Scalability of Frontends in Processing Vectorized Text Data: A Comparison Between Traditional Monolithic and Modular Frontends

Luiz Felipe Cirqueira dos Santos, Alberto Luciano de Souza Bastos, Shexmo Richarlison Ribeiro dos Santos, Mariano Florencio Mendonça, Marcus Silva, Marcos Cesar Barbosa dos Santos, Marcos Venicius Santos, Marckson Fábio da Silva Santos, Fabio Gomes Rocha, Michel Soares

2025

Abstract

Text vectorization is essential for information search and retrieval systems, requiring efficient front-end architectures. This study compares monolithic and modular approaches for vectorized data processing, evaluating performance and scalability. Using Dynamic Capacity Theory as a basis, we developed two functionally equivalent implementations and evaluated them quantitatively using the Lighthouse tool (Chrome DevTools) in Timespan and Snapshot modes. Results show clear tradeoffs: while the monolithic architecture presents better initial performance, the modular solution shows superior scalability for large data volumes. Our conclusions provide practical guidelines for architectural selection based on specific vector processing requirements, contributing to the optimization of high-demand web systems.

Paper Citation

in Harvard Style

Cirqueira dos Santos L., Bastos A., Ribeiro dos Santos S., Mendonça M., Silva M., Barbosa dos Santos M., Santos M., Santos M., Rocha F. and Soares M. (2025). Performance and Scalability of Frontends in Processing Vectorized Text Data: A Comparison Between Traditional Monolithic and Modular Frontends. In Proceedings of the 21st International Conference on Web Information Systems and Technologies - Volume 1: WEBIST; ISBN 978-989-758-772-6, SciTePress, pages 105-112. DOI: 10.5220/0013655200003985

in Bibtex Style

@conference{webist25,
author={Luiz Cirqueira dos Santos and Alberto Bastos and Shexmo Ribeiro dos Santos and Mariano Mendonça and Marcus Silva and Marcos Barbosa dos Santos and Marcos Santos and Marckson Santos and Fabio Rocha and Michel Soares},
title={Performance and Scalability of Frontends in Processing Vectorized Text Data: A Comparison Between Traditional Monolithic and Modular Frontends},
booktitle={Proceedings of the 21st International Conference on Web Information Systems and Technologies - Volume 1: WEBIST},
year={2025},
pages={105-112},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013655200003985},
isbn={978-989-758-772-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 21st International Conference on Web Information Systems and Technologies - Volume 1: WEBIST
TI - Performance and Scalability of Frontends in Processing Vectorized Text Data: A Comparison Between Traditional Monolithic and Modular Frontends
SN - 978-989-758-772-6
AU - Cirqueira dos Santos L.
AU - Bastos A.
AU - Ribeiro dos Santos S.
AU - Mendonça M.
AU - Silva M.
AU - Barbosa dos Santos M.
AU - Santos M.
AU - Santos M.
AU - Rocha F.
AU - Soares M.
PY - 2025
SP - 105
EP - 112
DO - 10.5220/0013655200003985
PB - SciTePress