cedana.com valid
Cedana
Cedana provides GPU and CPU workload save, migrate, and resume infrastructure for AI, HPC, inference, training, spot capacity, and scientific computing workloads.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-23T11:18:01.495Z. Cached copy · Source on cedana.com
# Cedana
> Cedana provides GPU and CPU workload save, migrate, and resume infrastructure for AI, HPC, inference, training, spot capacity, and scientific computing workloads.
Use this file as a curated map of the key Cedana pages and all published blog posts.
## Canonical Pages
- [Cedana | GPU Job Migration Infrastructure](https://cedana.com/)
- [About Cedana | Compute Infrastructure for AI Factories](https://cedana.com/about/)
- [Schedule a Cedana Demo](https://cedana.com/demo/)
- [Cedana Blog | Engineering Notes and Field Reports](https://cedana.com/blog/)
- [How Cedana Works | Save, Migrate, Resume Workloads](https://cedana.com/product/how-it-works/)
- [Cedana Performance | Improve Utilization and Reduce Cost](https://cedana.com/product/performance/)
- [Cedana Orchestration | Real-Time Compute Orchestration](https://cedana.com/product/orchestration/)
- [Cedana Reliability | Unbreakable AI and HPC Workloads](https://cedana.com/product/reliability/)
- [Automatic Spot Workloads](https://cedana.com/use-cases/auto-spot/)
- [Cedana for HPC and Computational Biology](https://cedana.com/use-cases/comp-bio/)
- [Elastic Inference on Your Infrastructure](https://cedana.com/use-cases/inference/)
- [Distributed Training Reliability](https://cedana.com/use-cases/training/)
- [Cedana for Pharma and Biotech | GPU Infrastructure for R&D](https://cedana.com/solutions/pharma-biotech/)
- [Cedana for Research Computing | GPU Cluster Utilization](https://cedana.com/solutions/research-computing/)
- [Cedana for AI Inference Providers | Cold Starts in Seconds](https://cedana.com/solutions/inference-providers/)
- [Cedana for Neoclouds and GPU Clouds | More Revenue per Megawatt](https://cedana.com/solutions/neoclouds/)
- [Cedana for Digital-Native and Consumer Tech | GPU Inference at Scale](https://cedana.com/solutions/digital-native/)
## Blog Posts
- [Serve a Portfolio of Coding Models on a Single Node with NVIDIA Dynamo, NeMo Switchyard and Cedana](https://cedana.com/blog/coding-model-portfolio-single-node/): Host a portfolio of frontier coding models on one 8x B200 node. NVIDIA Dynamo serves, NeMo Switchyard routes and escalates, and Cedana switches models in about a minute with sessions intact.
- [How to choose a GPU for LLM inference](https://cedana.com/blog/choose-gpu-llm-inference/): Build an inference GPU shortlist using your traffic, memory needs, precision, latency, interconnect and rack cost, then measure startup and recovery on your path.
- [What roofline analysis cannot see: the costs outside the steady state](https://cedana.com/blog/roofline-analysis-limitations/): Add startup, recovery and movement time to your inference measurements. Understand what steady-state roofline analysis explains and which fleet costs sit outside it.
- [What Cedana saves, and what it does not](https://cedana.com/blog/what-cedana-saves/): See which GPU, process, file, network and scheduler state Cedana saves, what remains outside the checkpoint, and what a compatible restore r
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