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NVIDIA AI Infrastructure Sample Questions (Q90-Q95):
NEW QUESTION # 90
Given the following 'nvswitch-cli' output, what does the 'Link Speed' indicate, and what potential bottleneck might a low 'Link Speed' suggest?
- A. It indicates the NVLink protocol version; a low value suggests firmware incompatibility.
- B. It indicates the PCle generation supported by the GPIJ; a low value suggests an outdated GPU.
- C. It indicates the effective bandwidth of the NVLink connection; a low value suggests a potential cable issue or misconfiguration.
- D. It indicates the power consumption of the NVLink switch; a high value suggests overheating issues.
- E. It indicates the clock speed of the GPU memory; a low value suggests a memory bottleneck.
Answer: C
Explanation:
The 'Link Speed' in 'nvswitch-cli' output refers to the effective bandwidth of the NVLink connection between the GPUs and the switch. A low value compared to the expected speed indicates a potential problem with the NVLink cables, their connections, or misconfiguration that's preventing the link from operating at its full potential. It is not related to memory clock, PCle, or NVLink protocol version but direct NVLink performance.
NEW QUESTION # 91
You are troubleshooting performance issues in an A1 training clusten You suspect network congestion. Which of the following network monitoring tools would be MOST helpful in identifying the source of the congestion?
- A. Traceroute
- B. tcpdump/Wireshark
- C. Ping
- D. iPerf/Netperf
- E. netstat
Answer: B,D
Explanation:
iPerf/Netperf can measure network bandwidth and latency between nodes, allowing you to quantify congestion. tcpdump/Wireshark can capture and analyze network packets, providing detailed insights into traffic patterns and potential bottlenecks. Ping and Traceroute are useful for basic connectivity testing but not for detailed congestion analysis. netstat shows network statistics but doesn't capture packet-level details.
NEW QUESTION # 92
You are deploying a BlueField-2 DPU-based server in a VMware vSphere environment. Which network virtualization technology is most commonly used in conjunction with the DPU to provide accelerated networking and security features within the virtualized environment?
- A. GRE (Generic Routing Encapsulation)
- B. VXLAN (Virtual Extensible LAN)
- C. SR-IOV (Single Root 1/0 Virtualization)
- D. LACP (Link Aggregation Control Protocol)
- E. IPsec (Internet Protocol Security)
Answer: B
Explanation:
VXLAN is a widely adopted network virtualization technology that is frequently used with BlueField DPUs in vSphere environments. DPUs can offload VXLAN encapsulation and decapsulation, improving performance and reducing the CPU load on the host. SR-IOV provides direct access to the NIC for VMs, but it's not a network virtualization technology in the same sense as VXLAN. GRE and IPsec are tunneling protocols but less common in vSphere for this specific use case. LACP is for link aggregation, not virtualization.
NEW QUESTION # 93
You are implementing a security policy on a BlueField-2 DPU to filter traffic based on specific application signatures. Which technology, supported by BlueField, allows you to achieve deep packet inspection (DPI) and apply security rules based on the detected application?
- A. OVS (Open vSwitch) with OpenFlow rules.
- B. IPsec (Internet Protocol Security) tunnels.
- C. TC (Traffic Control) with 'iptables' rules.
- D. eBPF (extended Berkeley Packet Filter) with XDP (eXpress Data Path).
- E. Netfilter with connection tracking.
Answer: D
Explanation:
eBPF with XDP is the most suitable technology for deep packet inspection (DPI) on BlueField. It allows you to run custom code at near-line speed to inspect packets and apply security rules based on application signatures. TC and Netfilter are less efficient for DPI, OVS/OpenFlow are more for switching policies, and IPsec focuses on encryption.
NEW QUESTION # 94
A user needs to configure NGC CLI to access resources across multiple organizations. What is the recommended command syntax to achieve this?
- A. ngc config set --org org-name --ace ace-name
- B. ngc registry login --org org-name
- C. export NGC_CLI_ORG=org-name & & ngc config set
- D. ngc config list to manually edit the JSON configuration file.
Answer: A
Explanation:
The correct answer is ngc config set --org org-name --ace ace-name. NGC CLI uses configuration context to determine which organization, team, or entitlement scope the user is operating in. When users belong to multiple organizations, the CLI must be configured with the intended organization context so that registry access, model downloads, private containers, and enterprise software resources resolve correctly. NVIDIA documentation shows ngc config set as the command used to configure or switch NGC context, including organization and team values, and other NVIDIA installation workflows show NGC configuration prompting for organization, team, and ACE fields. Manually editing JSON configuration files is not the recommended operational method because it increases the risk of syntax errors and inconsistent authentication state. ngc registry login is not the normal command for setting persistent NGC CLI organization context. Exporting an environment variable may influence a session, but it is not the best persistent configuration method. In AI infrastructure operations, correct NGC configuration is important for pulling validated containers, GPU drivers, vGPU software, models, and enterprise assets from the correct account scope.
NEW QUESTION # 95
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