Design and Implementation of an Intelligent Data Analysis Platform Combining Large Models and Cloud Computing

Dayi Wang, Pengpeng Liu

2025

Abstract

The design and implementation of an intelligent data analysis platform combining large models and cloud computing will effectively solve the problem of large-scale heterogeneous data processing. In this paper, the platform is designed and implemented, which will improve the efficiency of data processing based on the distributed architecture of cloud computing, and improve the accuracy of data analysis by combining large models. In the process of research, this paper gradually builds a complete platform from data collection and processing, storage, analysis and prediction. The final experimental data shows that the platform has low latency when processing massive data, and at the same time, the prediction accuracy is 96%, which has high reliability and scalability. Research has shown that the platform not only addresses the challenges of today's data growth and complexity, but also provides extremely powerful technical support for tomorrow's intelligent data analysis.

Paper Citation

in Harvard Style

Wang D. and Liu P. (2025). Design and Implementation of an Intelligent Data Analysis Platform Combining Large Models and Cloud Computing. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 5-10. DOI: 10.5220/0013534300004664

in Bibtex Style

@conference{incoft25,
author={Dayi Wang and Pengpeng Liu},
title={Design and Implementation of an Intelligent Data Analysis Platform Combining Large Models and Cloud Computing},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT},
year={2025},
pages={5-10},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013534300004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 1: INCOFT
TI - Design and Implementation of an Intelligent Data Analysis Platform Combining Large Models and Cloud Computing
SN - 978-989-758-763-4
AU - Wang D.
AU - Liu P.
PY - 2025
SP - 5
EP - 10
DO - 10.5220/0013534300004664
PB - SciTePress