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Sridhar Mahadevan

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Open access Aug 2026

Governed Serverless Automation Ecosystem for AI-Driven Enterprise Integration and Sustainable Cloud Operations

A clear governance model can enable sustainable Cloud AI Automation for the enterprises and the ecosystem through the consideration of a Cloud Automation Control Plane that governs the core events and processes of Cloud Automation on behalf of initiation parties.

Sridhar Mahadevan · 0 citations
Jul 2026

Learning in Infinitesimal Non-Compositional Sketches

This paper develops a categorical framework -- Learning in Infinitesimal Non-Compositional Sketches (LINCS) -- as the repair of non-compositionality: failures of diagrams to factor through quotient sketches lifted to the tangent category setting. Machine learning problems are specified as sketches: graphs with commutat...

Sridhar Mahadevan · 2 citations · ⚡1

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