Cloud Query Alchemy: Transforming Database Performance with Next-Gen Optimization Techniques
Alt Text: Cloud Query Alchemy: Transforming Database Performance with Next-Gen Optimization Techniques
Title: Cloud Query Alchemy: Transforming Database Performance with Next-Gen Optimization Techniques
Caption: Transforming Cloud Database Performance
Description: Explore advanced optimization techniques for cloud databases, including indexing, caching, query rewriting, and machine learning strategies for query performance improvement.
Keywords: ijet journal, cloud databases, query optimization, machine learning, adaptive query execution
International Journal of Engineering and Techniques – Volume 11 Issue 2, April 2025
Kundan Kumar1*, Dr. Nandeshwar Prasad Singh2, Dr. Arif Md. Sattar3, Mritunjay Kr. Ranjan4
1*Research Scholar, Computer Science & Information Technology, Magadh University, Bodh Gaya, India. Email: kundankd620@gmail.com
2Associate Professor, Dept. of Mathematics, S.N. Sinha College, Jehanabad, Bihar, India. Email: nandesh.pd2@gmail.com
3Associate Professor, Dept. of MCA, Dewan Institute of Management Studies, Meerut, U.P, India. Email: amsattargaya@gmail.com
4Assistant Professor, School of Computer Sciences and Engineering, Sandip University, Nashik, Maharashtra, India. Email: mritunjaykranjan@gmail.com
Abstract
This paper discusses the challenges of enhancing query performance in cloud-based databases amidst changing workloads, network delays, and competition for resources. The study explores traditional and modern optimization techniques such as indexing, caching, query rewriting, and machine learning for adaptive and workload-aware execution. It delves into distributed query execution profiles, multi-cloud strategies, and serverless architectures to eliminate bottlenecks and improve cloud database performance.
Keywords
Query Optimization, Cloud Databases, Indexing, Machine Learning, Adaptive Query Execution
How to Cite
Kundan Kumar, Dr. Nandeshwar Prasad Singh, Dr. Arif Md. Sattar, Mritunjay Kr. Ranjan, “Cloud Query Alchemy: Transforming Database Performance with Next-Gen Optimization Techniques,” International Journal of Engineering and Techniques, Volume 11, Issue 2, April 2025. ISSN 2395-1303
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