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Schedule AI Workloads Efficiently on Nomad with Node Pools

HashiCorp via YouTube

Overview

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Learn to efficiently schedule AI workloads on HashiCorp Nomad through this hands-on lab session. Deploy a Nomad cluster on AWS with node pools organized by instance size, then schedule an AI chatbot using Ollama and Open WebUI on appropriately sized nodes. Configure and deploy a fine-tuned workload on GPU-enabled nodes to enhance model performance. Discover how to leverage Nomad's AI workload support to deploy custom applications while minimizing wasted billable resources through strategic node pool management and intelligent workload placement.

Syllabus

Schedule AI workloads efficiently on Nomad with node pools

Taught by

HashiCorp

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