Modular architecture:
Decouple compute from storage so each can scale independently. This makes it easier to adapt to growing or shifting workloads over time.
Future-ready hardware:
Select GPUs and CPUs not just for current workloads but with an eye on scalability, including support for newer accelerator types.
Scalable design:
Ensure the system allows seamless addition of compute nodes or storage without a full redesign.
Open ecosystems:
Rely on open source tools and open standards to stay agile, reduce long-term costs, and avoid vendor lock-in. This helps you tailor the stack as your needs evolve.
On-prem setups are complex, but with the right foundation, they offer deep control, performance tuning, and long-term flexibility.
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