How Evrone Helped GPUs Finally Do Their Job ⚡

Unused GPU power is silent waste. Evrone helped a research lab make that waste visible — and fix it.

What Evrone discovered:

◻️ Powerful GPUs doing light work
◻️ Manual processes slowing research
◻️ No shared visibility

Evrone’s response:

◻️ Tested GPU sharing strategies
◻️ Built a Kubernetes MLOps layer
◻️ Integrated security and monitoring

Why it worked:

◻️ Open-source flexibility
◻️ Clear ownership
◻️ Real metrics

Evrone and the Hidden Cost of Idle GPUs. Evrone’s solution emphasized balance between performance and governance. Shared resources no longer meant chaos, thanks to clear policies and enforced limits. Security controls were integrated naturally, without slowing down research workflows. The lab gained both freedom and structure in its GPU usage.

• Evrone designed the platform to be fully open-source, so no component locks the lab into a vendor.

• Prometheus and Grafana dashboards allow teams to see GPU usage and troubleshoot issues instantly.

• Security policies with Kyverno ensure workloads run safely without conflicts.

• GitOps principles through FluxCD keep infrastructure auditable and consistent.

• Now, the lab can maximize GPU utilization while maintaining operational freedom.

Read the full case study here.
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