GPU Cluster Audit
A fixed-scope, two-week engagement: we find your cluster's real bottlenecks and ship the safe fixes during the audit - the rest arrives as a prioritized plan, not a slide deck.
We audit the actual system: the fabric configuration and RDMA data path (is GPUDirect really in the path, or is NCCL silently on TCP?), the scheduler and sharing setup, GPU health and observability, the storage data path, and node build consistency.
What you get
- Benchmark results (NCCL tests, before/after where fixes were applied)
- Configuration findings
- Prioritized fix plan
- Knowledge-transfer session
Fixed price, scoped on a 20-minute call.
Book the auditFrequently Asked Questions
What access do you need?
Read access is enough to start: SSH or kubectl with permission to run diagnostics and benchmarks, plus access to your monitoring. Any fix that changes configuration is agreed with your team before it ships.
Remote or on-site?
Remote by default. On-site can be arranged when the work needs hands on the hardware.
What cluster sizes?
From a few nodes to a few racks.