Universities & Labs

Academic AI Compute That Keeps Up With Your Research

Universities and research labs are running some of the most demanding AI workloads in the world — foundation model training, large-scale simulation, multi-modal research, and more. DVUN provides the on-premise hardware infrastructure that academic institutions need to do this work without cloud dependency, data sovereignty concerns, or procurement timelines that outlast the grant.

What Academic Institutions Need From Hardware

Research environments have requirements that commercial deployments don't: open hardware standards that integrate with existing HPC software, configurations flexible enough to support diverse research groups, procurement processes compatible with institutional purchasing, and infrastructure that can be maintained and expanded over multi-year research programs.

DVUN is built to meet all of these requirements.

Hardware DVUN Supplies for Academic Research

  • GPU Servers & Accelerators — Multi-GPU nodes for distributed training, simulation, and large-scale inference research. NVIDIA, AMD, and emerging accelerator options.
  • HPC Networking — InfiniBand and high-speed Ethernet for low-latency multi-node cluster communication.
  • AI Storage Nodes — High-throughput shared storage for large datasets and model checkpoints.
  • Workstation-Class Nodes — Single-researcher and small-group compute for labs that don't need a full cluster.
  • Rack & Facility Infrastructure — Racks, PDUs, and cooling for data center and server room deployments.

Why Universities Choose DVUN

  • Grant & budget cycle compatible — Detailed quotes for funding applications, flexible procurement timelines.
  • Data sovereignty by default — On-premise deployment keeps research data under institutional control.
  • No vendor lock-in — Open, standards-based hardware compatible with SLURM, OpenMPI, PyTorch, and standard HPC software stacks.
  • Compatibility advisory included — We verify hardware compatibility with your existing infrastructure before anything ships.
  • Long-term supply relationship — DVUN supports multi-year research programs with ongoing hardware supply and advisory.

Build Your Research Cluster

Tell us about your research program, your existing infrastructure, and your funding timeline. We'll help you design and source the right hardware stack.

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