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NVIDIA AI Infrastructure Sample Questions:

1. In an InfiniBand fabric, what is the primary role of the Subnet Manager (SM) with respect to routing?

A) To forward packets based on destination IP addresses, similar to a traditional IP router.
B) To discover the network topology, calculate routing paths, and program the forwarding tables (LID tables) in the switches.
C) To monitor the network for congestion and dynamically adjust packet priorities using Quality of Service (QOS) mechanisms.
D) To provide a command-line interface for users to manually configure routing tables on each InfiniBand switch.
E) To act as a firewall, blocking unauthorized traffic based on pre-defined rules.

2. You are configuring a switch port connected to a host in an NCP-AII environment. The host is running RoCEv2. To optimize performance and prevent packet loss, which flow control mechanism should you enable on the switch port?

A) Priority Flow Control (PFC) or 802.1 Qbb, specifically for the traffic class associated with RoCEv2.
B) Simple Network Management Protocol (SNMP).
C) TCP flow control.
D) Spanning Tree Protocol (STP).
E) None; flow control is not needed with RoCEv2.

3. When deploying a BlueField DPIJ in an inline security appliance role, which networking configuration is MOST efficient and provides the lowest latency for inspecting all traffic passing through the server?

A) Implement a hairpin configuration where traffic is sent to the DPIJ and then looped back to the same physical interface after inspection.
B) Utilize a switchdev-based configuration where the DPIJ directly programs the switch ASIC to steer traffic.
C) Configure the BlueField as a router, performing Layer 3 forwarding between subnets.
D) Configure the BlueField as a traditional bridge, forwarding traffic between two physical interfaces.
E) Use SR-IOV to create Virtual Functions (VFs) for both the host and the DPIJ, and then route traffic between them.

4. An NVIDIA-based AI server is experiencing intermittent network connectivity issues. You suspect a problem with the SFP28 transceiver connecting the server to the network. You want to use command-line tools to retrieve the DOM (Digital Optical Monitoring) information from the transceiver to diagnose the problem. Assuming you have appropriate network administration privileges, which command sequence is the MOST likely to provide the necessary DOM data (assuming 'eth0' is the interface)?

A)

B)

C)

D)

E)

5. You've installed the NGC CLI, but when you run 'ngc registry model list' you get an error indicating authentication failure. You're sure your API key is correct. What could be the cause, and how would you diagnose this?

A) The host machine's clock is not synchronized, causing authentication issues. Synchronize the clock using 'ntpd' or 'chronyd'.
B) The NGC CLI version is outdated. Upgrade to the latest version using 'pip install -upgrade nvidia-cli'.
C) Your organization might be behind a proxy that is blocking the NGC CLI from accessing the internet. Configure the proxy settings for the NGC CLI.
D) The environment variables 'NGC API_KEY or 'NGC CLI_API_KEY are set incorrectly or not set at all. Verify and set them correctly.
E) Your account lacks the necessary permissions to access the NGC registry. Contact your NVIDIA administrator.

Solutions: