Skill Topic · Cinematic

☸️ Kubernetes Advanced — GPU Scheduling, Istio, KServe

MLOps Series #41 — Advanced K8s — GPU scheduling, service mesh, KServe for ML inference!…

Overview

☸️ Kubernetes Advanced — GPU Scheduling, Istio, KServe — Quick Facts

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Feature: Basic K8s

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Scaling: HPA only

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Routing: Service

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GPU: Manual

Topic 1

💡 Advanced K8s ML Architecture

📚 ` ┌─────────────────────────────────────────────────────────┐ │ ADVANCED K8s ML PLATFORM…

Topic 2

📊 Advanced Features Comparison

Topic 3

💻 Advanced K8s ML Generator

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key: "nvidia.com/gpu"

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key: "gpu-type"

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weight: 100

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name: model-server

Topic 4

❓ Quiz

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a) Speed ke liye

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b) Sirf GPU-wale pods GPU nodes…

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c) Networking ke liye

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a) Data split

Comparison

📊 Advanced Features Comparison

⚖️

Scaling: HPA only

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Routing: Service

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GPU: Manual

Quick Quiz

Quiz — Question 1

☸️ Kubernetes Advanced — GPU Scheduling, Istio, KServe ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

☸️ Kubernetes Advanced — GPU Scheduling, Istio, KServe ka 'Scaling' kya hai?

Complete! 🎉

☸️ Kubernetes Advanced — GPU Scheduling, Istio, KServe Complete!

Aliens School · HIEN · Cinematic Knowledge

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