Cedana is an artificial intelligence company based in New York City[1][4] that was accepted into Y Combinator's Summer 2023 batch[5]. The company operates with a team of five people[7][13] and focuses on GPU live migration technology[2]. According to its description, Cedana provides orchestration capabilities for AI workflows, with core functionality enabling live migration for CPU and GPU workloads[3][9]. The company claims its technology can increase cost savings up to 80 percent, accelerate time to first token 2-10 times, and enable stateful reliability of training jobs through GPU failures[3][9]. Cedana has integrated its solution into Kubernetes and supports Kueue and Slurm for distributed training jobs, as well as Kserve for inference serving[3][9]. The company's stated vision is to transform cloud compute into a real-time, arbitraged commodity[3][9].
About
- Cedana (YC S23) brings hyperscaler and frontier-lab orchestration capabilities for AI workflows. Our core capability is live migration for CPUs and GPUs workloads. This increases cost savings up to 80%, accelerates time to first token 2-10x, and enables stateful reliability of training jobs even through catastrophic GPU failures. We've integrated our solution into K8s, and support Kueue and Slurm for training distributed jobs, and Kserve for serving inference. OpenAI, Meta and Microsoft have flavors of these capabilities internally and we’re bringing them to everyone. Our vision is to transform cloud compute into a real-time, arbitraged commodity. https://www.cedana.ai[3]
- Cedana (YC S23) brings hyperscaler and frontier-lab orchestration capabilities for AI workflows. Our core capability is live migration for CPUs and GPUs workloads. This increases cost savings up to 80%, accelerates time to first token 2-10x, and enables stateful reliability of training jobs even through catastrophic GPU failures. We've integrated our solution into K8s, and support Kueue and Slurm for training distributed jobs, and Kserve for serving inference. OpenAI, Meta and Microsoft have flavors of these capabilities internally and we’re bringing them to everyone. Our vision is to transform cloud compute into a real-time, arbitraged commodity. https://www.cedana.ai[9]
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