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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Venkata Velavarthipati

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Open access Oct 2026

Proactive Cloud Elasticity via XGBoost Predictive Scaling

Cloud-native systems commonly scale resources reactively, adjusting capacity only after a monitored metric such as CPU utilisation or request rate crosses a threshold. This creates a structural lag between demand onset and capacity availability. This paper proposes a proactive elasticity framework that uses XGBoost to...

Venkata Velavarthipati · 0 citations

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