Beyond Indexes: How AI is Revolutionizing Database Performance at Scale | AI in The New Era FEB 2026

Описание: Beyond Indexes: How AI is Revolutionizing Database Performance at Scale

Speaker: Nagamalleswararao Bellamkonda
Organization: Gartner
Conference: AI in The New Era – FEB 2026

Database performance optimization has reached an inflection point. Traditional manual tuning and static indexing strategies are no longer sufficient for modern production workloads.

In this session from AI in The New Era (FEB 2026), Nagamalleswararao Bellamkonda presents AI-driven database optimization frameworks that continuously analyze query patterns and automatically evolve configurations in real time.

Key Highlights:

• Machine learning models identifying optimal indexing strategies
• AI systems outperforming experienced DBAs in test scenarios
• Analysis of 1.2 million queries across 78 production databases
• Significant reductions in DBA workload
• Improved system throughput and SLA compliance
• Reduced cloud database costs for enterprise clients

This session bridges theory and real-world implementation, covering:

• Self-tuning database architectures
• Real-time learning from query logs
• AI-powered indexing strategies
• Enterprise ROI metrics for database AI investments
• Integration strategies for modern data platforms

Case studies include financial services, e-commerce, and healthcare environments where AI-driven tuning delivered measurable performance improvements.

Ideal for:
• Database Administrators
• Cloud Architects
• Data Platform Engineers
• Enterprise IT Leaders
• ML Infrastructure Engineers

About the Speaker:
Nagamalleswararao Bellamkonda is a Senior Database Administrator with over 15 years of experience across enterprise environments. Currently serving at Gartner, he specializes in high-availability architectures, performance tuning, cloud migrations, and AI-driven database optimization strategies.

---

🌐 AI in The New Era – FEB 2026
A global platform for AI research, infrastructure innovation, and enterprise transformation.

Subscribe for more expert AI sessions.