Madhu Goutham Reddy Ambati

Github

Madhu Goutham Reddy Ambati's contributions

A stylized illustration representing an artificial neural network, set against a dark purple background within a slightly rounded, darker purple square icon shape. The neural network consists of multiple layers of interconnected nodes, depicted as glossy, spherical red orbs. Lines connect these red orbs, forming a complex web. White arrow shapes extend horizontally from the left side, pointing towards the network, suggesting input or data flowing into the system.
Article

Intelligent inference scheduling with llm-d on Red Hat AI

Madhu Goutham Reddy Ambati +1

Learn how llm-d routes each inference request to the GPU that already has the relevant data cached, cutting down on time-to-first-token, and doubling throughput without changing hardware. Discover how Red Hat's stack packages this neatly into a single Kubernetes resource.