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| Section | Weight | Objectives |
|---|
| Kubernetes Integration | 10-15% | - Networking for AI workloads in Kubernetes
- 1. RDMA and SR-IOV integration
- 2. Network policy and service management
|
| Automation and Configuration Management | 10-15% | - Infrastructure as Code and automation
- 1. Configuration templates and scripts
- 2. API usage and integration
|
| NVIDIA InfiniBand Networking | 20-25% | - UFM (Unified Fabric Manager) operations
- 1. Fabric monitoring and diagnostics
- 2. Performance tuning and optimization
- InfiniBand fabric deployment
- 1. Subnet management and routing
- 2. Multi-tenant and partition configuration
|
| AI Data Center Design and Optimization | 20-25% | - Performance optimization strategies
- 1. Congestion control and flow management
- 2. Latency and bandwidth optimization
- AI data center architecture principles
- 1. Distributed training and communication requirements
- 2. Network topology design for GPU clusters
|
| Troubleshooting Tools and Techniques | 10-15% | - Diagnostic and monitoring tools
- 1. Performance benchmarking and validation
- 2. NetQ, CloudAI, NCCL analysis
- Common issues and resolution
- 1. Connectivity and performance problems
- 2. Error detection and correction
|
| NVIDIA Spectrum Networking | 20-25% | - Spectrum-X solutions and features
- 1. Rail-optimized topologies
- 2. Security and access control
- Spectrum switch configuration and management
- 1. Quality of Service (QoS) settings
- 2. RoCEv2 and RDMA configuration
|
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NVIDIA-Certified Professional AI Networking Sample Questions (Q67-Q72):
NEW QUESTION # 67
You suspect there might be connectivity issues in your InfiniBand fabric and need to perform a comprehensive check. Which tool should you use to run a full fabric diagnostic and generate a report?
- A. taping
- B. ibnetdiscover
- C. ibdiagnet
- D. perfquery
Answer: C
Explanation:
The ibdiagnet utility is a fundamental tool for InfiniBand fabric discovery, error detection, and diagnostics. It provides comprehensive reports on the fabric's health, including error reporting, switch and Host Channel Adapter (HCA) configuration dumps, various counters reported by the switches and HCAs, and parameters of devices such as switch fans, power supply units, cables, and PCI lanes. Additionally, ibdiagnet performs validation for Unicast Routing, Adaptive Routing, and Multicast Routing to ensure correctness and a credit-loop-free routing environment.
NEW QUESTION # 68
In which mode of the BlueField DPU does the ARM system on the DPU control the NIC data path, but allow access to the DPU OS from the host?
- A. Restricted mode
- B. Separated Host mode
- C. NIC mode
- D. DPU mode
Answer: D
Explanation:
In DPU Mode, the ARM cores on Blue Fieldown the NIC data path, while still allowing the host system to access the DPU OS (via OOB or virtio).
NEW QUESTION # 69
Which NVIDIA technology is specifically designed to provide high-performance networking for AI workloads?
- A. TensorFlow
- B. CUDA-X AI
- C. Mellanox ConnectX
- D. CUDA
Answer: C
Explanation:
Mellanox ConnectX is a high-performance network interface card (NIC) that is optimized for data centers, providing low-latency and high-throughput networking, which is crucial for AI workloads.
NEW QUESTION # 70
A cloud service provider is deploying the NVIDIA Spectrum-X Ethernet platform in a multi-tenant environment. To ensure the security and isolation of each tenant's AI workload, the provider wants to implement a feature that prevents unauthorized access to the network.
Which of the following features of the Spectrum-X platform should the provider implement?
- A. Adaptive Routing
- B. Streaming Telemetry
- C. Traffic Isolation
- D. Congestion Control
Answer: C
NEW QUESTION # 71
You are troubleshooting an InfiniBand network issue and need to check the status of the InfiniBand interfaces. Which command should you use to display the state, physical state, and link layer of InfiniBand interfaces?
- A. cat /proc/net/ib/device
- B. ibv_devices -c mlx5_0
- C. sudo ibnodes -C mlx5_0
- D. ibstat -d mlx5_X
Answer: D
Explanation:
The ibstat command is utilized to display the operational status of InfiniBand Host Channel Adapters (HCAs).
It provides detailed information, including the state (e.g., Active, Down), physical state (e.g., LinkUp, Polling), and link layer (e.g., InfiniBand, Ethernet) of each port on the HCA. This information is crucial for diagnosing connectivity issues and ensuring that the InfiniBand interfaces are functioning correctly.
Reference Extracts from NVIDIA Documentation:
* "The ibstat command displays the status of the host channel adapters (HCAs) in your InfiniBand fabric.
The status includes the HCAs' state, physical state, and link layer."
* "For proper operation, you are looking for 'State: Active' and 'Physical State: LinkUp'."
NEW QUESTION # 72
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