NCP-AII LATEST TEST COST, BEST NCP-AII STUDY MATERIAL

NCP-AII Latest Test Cost, Best NCP-AII Study Material

NCP-AII Latest Test Cost, Best NCP-AII Study Material

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Tags: NCP-AII Latest Test Cost, Best NCP-AII Study Material, Exam Dumps NCP-AII Collection, NCP-AII Valid Test Pattern, NCP-AII Reliable Test Camp

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NVIDIA AI Infrastructure Sample Questions (Q209-Q214):

NEW QUESTION # 209
You're designing a new InfiniBand network for a distributed deep learning workload. The workload consists of a mix of large-message all- to-all communication and small-message parameter synchronization. Considering the different traffic patterns, what routing strategy would MOST effectively minimize latency and maximize bandwidth utilization across the fabric?

  • A. Disable multicast.
  • B. Rely solely on the default Subnet Manager (SM) with a Min Hop path selection algorithm.
  • C. Implement a purely deterministic routing scheme, disabling all adaptive routing features.
  • D. Implement a static routing scheme with manually configured forwarding tables on each switch.
  • E. Utilize a combination of Adaptive Routing (AR) to handle dynamic traffic patterns and Quality of Service (QOS) to prioritize small-message parameter synchronization.

Answer: E

Explanation:
A combination of AR and QOS provides the most flexible and effective solution. AR can dynamically adapt to changing traffic patterns and congestion, optimizing for large-message all-to-all communication. QOS can prioritize small-message parameter synchronization, minimizing latency for critical control traffic. Min Hop routing may not always choose the optimal paths, especially in complex topologies. Static routing is difficult to manage and doesn't adapt to changing network conditions. Disabling AR can lead to congestion.


NEW QUESTION # 210
You are deploying a multi-tenant AI infrastructure where different users or groups have isolated network environments using VXLAN. Which of the following is the MOST important consideration when configuring the VTEPs (VXLAN Tunnel Endpoints) on the hosts to ensure proper network isolation and performance?

  • A. Ensuring that each tenant has a unique VXLAN Network Identifier (VNI) to isolate their traffic.
  • B. Disabling multicast routing to prevent broadcast traffic.
  • C. Using the default MTU size of 1500 bytes for VXLAN traffic.
  • D. Using the same VNI for all tenants to maximize network utilization.
  • E. Using the same IP address for all VTEPs to simplify routing.

Answer: A

Explanation:
The most critical aspect of VXLAN configuration for multi-tenancy is ensuring that each tenant has a unique VNI. The VNI is a 24-bit identifier that segments the VXLAN network into isolated logical networks. Using unique VNIs guarantees that traffic from one tenant remains isolated from other tenants, preventing data leakage and ensuring security. Using overlapping or shared VNIs would defeat the purpose of VXLAN- based isolation.


NEW QUESTION # 211
You are tasked with configuring an NVIDIA NVLink Switch system. After physically connecting the GPUs and the switch, what is the typical first step in the software configuration process?

  • A. Installing the latest NVIDIA drivers on all connected GPUs.
  • B. Updating the firmware of the NVLink Switch.
  • C. Configuring the system BIOS to enable NVLink support.
  • D. Running a memory bandwidth test between all connected GPUs.
  • E. Installing the NVLink Switch management software.

Answer: B

Explanation:
Updating the NVLink Switch firmware is crucial for ensuring compatibility and stability with the connected GPIJs and the overall system. It addresses potential bugs, security vulnerabilities, and performance issues. It should always be done first before any other software configuration. BIOS settings should be checked beforehand, and the NVLink management software comes after the firmware update.


NEW QUESTION # 212
Which of the following is a primary benefit of using a CLOS network topology (e.g., Spine-Leaf) in a data center?

  • A. Simplified network management
  • B. Enhanced security
  • C. Reduced capital expenditure (CAPEX)
  • D. Improved scalability and bandwidth utilization
  • E. Increased network diameter

Answer: D

Explanation:
CLOS networks like Spine-Leaf provide excellent scalability due to their non-blocking architecture, allowing for increased bandwidth utilization and easy expansion. CAPEX might be higher due to more switches. The network diameter can be larger compared to traditional topologies. While CLOS networks can be managed effectively, the management complexity can be higher. Security benefits are not a primary characteristic of the CLOS topology itself.


NEW QUESTION # 213
Which of the following statements regarding the benefits of using a BlueField DPU for network offload are TRUE? (Select TWO)

  • A. Elimination of the need for a dedicated network interface card (NIC).
  • B. Simplified network configuration compared to traditional NICs.
  • C. Automatic compatibility with all existing network protocols without requiring software updates.
  • D. Reduced CPU utilization on the host server for network-related tasks.
  • E. Increased network throughput due to hardware acceleration.

Answer: D,E

Explanation:
BlueField DPUs offload network tasks, freeing up CPU resources and improving network performance through hardware acceleration. Simplified configuration is not always guaranteed, as DPUs often require more configuration due to their advanced features. DPUs do not eliminate the need for a NIC, they are a NIC with advanced processing capabilities.


NEW QUESTION # 214
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