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Author

Pranay Kumar Raini

2 papers indexed here

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Conference Aug 2026

Generative AI-Driven Data Lakehouse Evolution: Automated Schema Design and Adaptive Query Optimization

The traditional architectures for managing the resultant enormous amounts of stored data have been found wanting in terms of supporting analytical workloads because heterogeneous data sources are growing at an exponential rate. In this work, we explore how data Lakehouse architecture through automated schema design and...

Pranay Kumar Raini · 0 citations
Conference Aug 2026

Autonomous Data Pipelines Using Deep Reinforcement Learning for Self-Optimization in Cloud Environments

The growth of cloud-based data infrastructure has skyrocketed and the complexities in managing and optimizing data pipelines at scale has never been higher. Conventional pipeline orchestration techniques are based on models that use rigid configurations and rule-based scheduling systems, which are inherently non-adapti...

Pranay Kumar Raini · 0 citations

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