Scaling Inference Horizontally — Roadmap Step & Resources
Adding capacity to handle growing request volume
- Level: beginner
- Estimated time: 1 days
- Roadmap: LLMOps & AI Infrastructure
Before this step
Study resources
- Hugging Face Documentation (Article) — Official documentation covering model serving, inference tooling and deployment for open-weight models. Background reading/viewing for: Scaling Inference Horizontally.
- Google Cloud Vertex AI Documentation (Article) — Google Cloud's official documentation on scaling inference infrastructure. Relevant to: Scaling Inference Horizontally.
Part of
- Scaling Inference Infrastructure — section
- LLMOps & AI Infrastructure roadmap — the full learning path