Hey everyone,
I’m currently planning a High Performance Computing (HPC) system for tasks like AI training, 3D rendering, and large-scale simulations, and I’m a bit stuck on the storage setup. Gaming PCs usually get by with a single NVMe or SATA SSD, but I know HPC workloads can really push storage to the limit.
Some things I’m wondering about:
I’m currently planning a High Performance Computing (HPC) system for tasks like AI training, 3D rendering, and large-scale simulations, and I’m a bit stuck on the storage setup. Gaming PCs usually get by with a single NVMe or SATA SSD, but I know HPC workloads can really push storage to the limit.
Some things I’m wondering about:
- NVMe vs. SATA SSD: Is NVMe always worth it for HPC, or is a combination better?
- PCIe Gen 4 vs. Gen 5: Does the extra bandwidth actually make a difference for large datasets?
- RAID or not RAID: Are RAID setups necessary, or just overkill for a high-speed workstation?
- HDDs for archiving: Should I pair fast SSDs with large-capacity HDDs for older data?
- Optane / persistent memory: Anyone tried these in HPC setups — are they worth the cost?