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ai-infrastructure

2 posts tagged “ai-infrastructure

Self-Hosting LLMs on Kubernetes: A Practical Guide

How to deploy, serve, and autoscale open-source large language models on Kubernetes with vLLM — from GPU node pools and deployment manifests to KEDA-based autoscaling and production guardrails.

FinOps for AI Infrastructure: Beyond Cloud Cost Tags

Traditional FinOps practices fall short for AI workloads. Here's how to build a cost management strategy that accounts for GPU economics.