KubeCon + CloudNativeCon India 2026: Full Schedule

18-19 June
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12:40pm IST

KServe in Production: Scaling Generative Inference the Cloud Native Way - Johnu George, Nutanix

Friday June 19, 2026 12:40pm - 1:10pm IST

204 (Level 2)

KServe has evolved into a powerful, production-ready model serving platform for a wide range of machine learning and generative AI use cases. This Maintainer Track session will provide a comprehensive overview of how KServe supports everything from deploying your first inference service to running advanced, large-scale generative inference workloads in production.

We will highlight the latest feature enhancements, including distributed inference support, KV cache optimized inference, token-based rate limiting, and integration with external model providers. The session will also cover architectural considerations, scaling strategies, and operational best practices for real-world deployments.

Finally, we will share the roadmap for generative inference in KServe and discuss how the community is shaping the future of scalable, efficient, and cloud-native AI serving.

Speakers

Johnu George

Technical Director, Nutanix

Johnu George is a Technical Director at Nutanix, where he leads the AI Systems team. He has driven several industry collaborations across projects such as Kubeflow, KServe, and Knative. His research interests include machine learning systems design, distributed learning infrastructure... Read More →

Friday June 19, 2026 12:40pm - 1:10pm IST
204 (Level 2)

Maintainer Track, kserve

KubeCon + CloudNativeCon India 2026

12:40pm IST

Johnu George

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