Isolating GPU Performance: Per-Tenant Tracing Without Per-Tenant Agents

Multi-tenant GPU environments blur performance insights when using aggregate metrics alone. By embedding cgroup identity directly into eBPF traces across all GPU subsystems, operators can now isolate per-tenant behavior without deploying separate monitoring agents—transforming GPU troubleshooting from guesswork into precision investigation.