Amazon Adds Studio UI Management for SageMaker HyperPod Spaces
AWS ML Blog · rss · 2026-10-06
AWS now lets data scientists create, start/stop, and open SageMaker Spaces on HyperPod EKS clusters directly from SageMaker Studio—no CLI needed. Admins do one-time setup (Spaces add-on, three managed IAM policies, per-user identity propagation); cold starts take minutes, 30–40 seconds with over-provisioning, and environments persist on EBS.
More from Infra
- Mistral CEO: Large 4 trained on our own compute, 'RL shows no sign of saturation' — sivareddyg · 2026-10-07
- HF engineer releases free local AI slide deck: prefill vs decode, MoE, quantization, llama.cpp — mervenoyann · 2026-10-07
- HF engineer releases open slide deck on local AI: quantization to speculative decoding — mervenoyann · 2026-10-07
- 21M model + 6.4B SSD-resident lookup table matches a 114M dense model — fechyyy · 2026-10-07
- Ollama 0.35 adds local decision models from Cloudflare, Together and Bespoke — Technovangelist · 2026-10-07
- CostGraph becomes a drop-in InfraCost replacement for comparing GPU prices from L40 to A100 — saheedniyi_02 · 2026-10-07