~/talks

Janakiram MSV

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Run Your Own AI Cluster on a DGX Spark: Kubernetes, GPUs, and DRAKubeCon + CloudNativeCon India 20262026-06-18
Start from a single-node Ubuntu-based cluster on a DGX Spark and enable GPUs with either the NVIDIA GPU Operator or the modern DRA driver; DRA runs as…
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Keynote: Kubernetes for GenAI: The New Operating System of the AI-First WorldKubeCon + CloudNativeCon India 20252025-08-06
Claim: Kubernetes is the production substrate for GenAI, not the LLM. Evidence includes OpenAI scaling to 7,500 nodes (2021), Google showing 65,000 nodes on…
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Keynote: Powering Generative AI with KubernetesKCD Hyderabad 20242024-06-22
Claims a reproducible on‑prem GenAI stack that uses Kubernetes to run mistl 7B instruct for inference and a separate text-embedding-inference model, with a…
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Powering Generative AI with Kubernetes: A Cloud Native ApproachGreat International Developer Summit 20242024-04-23
A working event-driven RAG platform on a single-node Kubernetes GPU cluster demonstrates live PDF updates transforming chatbot answers: a PDF uploaded to MinIO…
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Building a Cloud Native Edge Platform for Accelerating AI InferenceContainerDays 20222022-09-05
A compact, working edge inference stack that runs on a four‑node Jetson cluster using Jetson Mate with 4 Jetson Nano modules, k3s and a shared NFS PVC for…
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Exploring The Multi-Cloud Paradigm Through Azure ArcAzConf 20202020-11-24
Azure Arc extends Azure Resource Manager to treat external resources as first-class Azure objects and the demos register VMs from Azure GCP AWS and on‑prem…
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