AI storage for GPU clusters
AI storage for GPU clusters covers high-throughput parallel file and object storage that feeds GPUs during training, checkpointing and inference (including KV/context offload).
In brief
AI storage for GPU clusters, in brief.
What it isAI storage for GPU clusters covers high-throughput parallel file and object storage that feeds GPUs during training, checkpointing and inference (including KV/context offload).
Where it sitsOne of 14 categories in the Compute layer. Compute is the hardware AI runs on and the companies that rent it out: GPU clouds, AI chips, servers, data centres, and the software that schedules jobs across them. It is where the cost of training and running models is set.
What we track30 products, including Alluxio, Amazon FSx for Lustre / S3 Express One Zone, Azure Managed Lustre, Ceph and Cloudian HyperStore / HyperScale AI.
The products
30 products in AI storage for GPU clusters.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
AI storage for GPU clusters, answered.
What is AI storage for GPU clusters in AI infrastructure?AI storage for GPU clusters covers high-throughput parallel file and object storage that feeds GPUs during training, checkpointing and inference (including KV/context offload).
Which layer of AI infrastructure is AI storage for GPU clusters in?AI storage for GPU clusters is in the Compute layer. Compute is the hardware AI runs on and the companies that rent it out: GPU clouds, AI chips, servers, data centres, and the software that schedules jobs across them. It is where the cost of training and running models is set.
Which products are in AI storage for GPU clusters?We track 30 products in AI storage for GPU clusters, including Alluxio, Amazon FSx for Lustre / S3 Express One Zone, Azure Managed Lustre, Ceph, Cloudian HyperStore / HyperScale AI, CoreWeave AI Object Storage, DAOS and DDN EXAScaler / Infinia. The full list is on this page.
Compute
The other categories in Compute.
AI chips / accelerator cloudsAI data centres & colocationAI networking & optical interconnectAI servers & on-prem systemsCloud GPU notebooks & dev environmentsCompute price indexes & GPU price trackersEdge AI accelerators & NPU toolchainsGPU cluster schedulers & orchestrationGPU marketplacesGPU observability & efficiencyHyperscaler GPUNeoclouds / GPU cloudsServerless GPU