Whitepaper
Cloud-Native AI Infrastructure
A practical whitepaper on designing and deploying AI workloads on Kubernetes, covering scalability, observability and cost optimization.
Bishal Saha
Jan 2023 · 26 pages
Abstract
AI workloads mix long-running training, bursty inference and heavy data movement. This whitepaper describes a cloud-native platform for all three, with guidance on GPU scheduling, autoscaling and cost controls.
Cite This Whitepaper
Saha, B. (2023). Cloud-Native AI Infrastructure. Whitepaper, iambishal.com. https://iambishal.com/work/research/whitepapers/cloud-native-ai-infrastructure