The interactive impact and integration of AI, big data, and cloud computing combined with photonics technology

This article aims to analyze the interactive impact and integration development trend of three technologies: artificial intelligence, big data, and cloud computing. Overview of its basic concepts and technical characteristics, analysis of its interconnections and impacts, the development of AI technology relies on the support of big data, and cloud computing provides powerful infrastructure and computing capabilities for the application of AI and big data. Modern optical and photonics technologies have also played an important role in this fusion process, particularly in terms of data security and privacy protection. By analyzing the current integration status of these technologies in practical applications, such as intelligent transportation management, personalized medical and health services, further discussions were held on the challenges encountered in the process of technology integration, such as data security and privacy protection, and future development directions were also discussed. The analysis results indicate that the deep integration of AI, big data, and cloud computing will bring more innovation opportunities and development momentum to various industries, while also emphasizing the importance of strengthening interdisciplinary cooperation and improving laws and regulations to ensure that technological progress is balanced with social ethics and public interests.

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Publication Details

Published
2025-03-20
DOI
https://doi.org/10.1117/12.3059785
Primary Topic
Big Data and Business Intelligence
Type
article
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article

The interactive impact and integration of AI, big data, and cloud computing combined with photonics technology

Yixuan Xu, Yang Lei, Chan Zeng
Big Data and Business Intelligence
article

The interactive impact and integration of AI, big data, and cloud computing combined with photonics technology

Yixuan Xu, Yang Lei, Chan Zeng
article en

Abstract

This article aims to analyze the interactive impact and integration development trend of three technologies: artificial intelligence, big data, and cloud computing. Overview of its basic concepts and technical characteristics, analysis of its interconnections and impacts, the development of AI technology relies on the support of big data, and cloud computing provides powerful infrastructure and computing capabilities for the application of AI and big data. Modern optical and photonics technologies have also played an important role in this fusion process, particularly in terms of data security and privacy protection. By analyzing the current integration status of these technologies in practical applications, such as intelligent transportation management, personalized medical and health services, further discussions were held on the challenges encountered in the process of technology integration, such as data security and privacy protection, and future development directions were also discussed. The analysis results indicate that the deep integration of AI, big data, and cloud computing will bring more innovation opportunities and development momentum to various industries, while also emphasizing the importance of strengthening interdisciplinary cooperation and improving laws and regulations to ensure that technological progress is balanced with social ethics and public interests.

Industry, innovation and infrastructure
Openalex Percentile: Top 92%
Big Data and Business Intelligence
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The interactive impact and integration of AI, big data, and cloud computing combined with photonics technology — Yixuan Xu, Yang Lei, et al. · (2025) | TGRS Research Map | TGRS