Autonomous AI Agents for End-to-End Big Data Analytics in Cloud-Native Platforms

Authors

  • Srimanth Maddipatla

Keywords:

Autonomous AI Agents, Cloud-Native Platforms, Big Data Analytics, Machine Learning Automation, Distributed Computing Orchestration

Abstract

Given the sheer scale of big data generated in every industry, there is a need for data analytics to evolvefrom manual human-in-the-loop models to autonomous AI models that can provide a new class ofspecialized software agents capable of performing end-to-end big data analysis in the cloud through clever data ingestion, pre-processing

References

Min Chen, et al., "Big Data: A Survey," SpringerNature Link, 2014. [Online]. Available:

https://link.springer.com/article/10.1007/s11036-013-0489-0

Stuart Russell and Peter Norvig, “Artificial Intelligence: A Modern Approach,” 4th ed. Pearson, 2022.

[Online]. Available: https://api.pageplace.de/preview/DT0400.9781292401171_A41586057/preview

_A41586057.pdf

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Published

2026-01-18

How to Cite

Srimanth Maddipatla. (2026). Autonomous AI Agents for End-to-End Big Data Analytics in Cloud-Native Platforms . Journal of Computational Analysis and Applications (JoCAAA), 35(1), 624–637. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4761

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Section

Articles