A Practical Approach to Managing and Monitoring Data in the Cloud

Authors: Bhargavi Tanneru

DOI: https://doi.org/10.5281/zenodo.14850948

Short DOI: https://doi.org/g84qgj

Country: USA

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Abstract: The exponential growth of cloud adoption has introduced complex data management and monitoring challenges, requiring organizations to ensure performance optimization, cost efficiency, and security compliance. This paper presents a pragmatic and automated framework that integrates AI-driven anomaly detection, cost-aware governance, and intelligent observability pipelines to enhance cloud data operations. The proposed solution effectively reduces storage costs by 35%, decreases incident resolution time by 40%, and minimizes compliance violations by 80%, demonstrating its effectiveness in real-world enterprise environments. This research provides insights into the design, implementation, and scalability of cloud-native monitoring solutions, setting a benchmark for future cloud governance and optimization strategies.

Keywords: Cloud Data Management, AI-driven Monitoring, Cost Optimization, Compliance Automation, Observability, Cloud Governance, Data Security

Paper Id: 232115

Published On: 2025-02-11

Published In: Volume 13, Issue 1, January-February 2025

Cite This: A Practical Approach to Managing and Monitoring Data in the Cloud - Bhargavi Tanneru - IJIRMPS Volume 13, Issue 1, January-February 2025. DOI 10.5281/zenodo.14850948

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