MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641075258 A) filed by Mr. Naga Madhusudana Rao Chadaram on June 17, 2026, for Machine Learning-Based Cross-Platform Sql Query Optimization Engine For Distributed Database Systems.
Inventor includes Mr. Naga Madhusudana Rao Chadaram.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: The present invention discloses a machine learning-based cross-platform SQL query optimization engine for distributed database systems configured to intelligently optimize SQL query execution across heterogeneous database environments. The system receives SQL queries, generates an intermediate query representation, extracts query and database-related features, and applies machine learning models to determine optimized execution strategies. The invention dynamically generates execution plans, performs cross-platform query adaptation, and continuously improves optimization accuracy through runtime feedback and adaptive learning mechanisms. The system enables automated query rewriting, execution plan selection, workload-aware optimization, and resource-efficient distributed processing across relational databases, cloud databases, distributed SQL platforms, and hybrid database architectures. The invention improves query performance, reduces execution latency, enhances resource utilization, and provides autonomous optimization capabilities for complex distributed database environments.
Disclaimer: Curated by HT Syndication.
