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Cisco 300-640 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: AI Infrastructure Security and Compliance	10%	- Security Best Practices - Access Control and Authentication - Compliance Considerations
Topic 2: AI Infrastructure Deployment	25%	- Cabling and Connectivity - Storage Configuration for AI - GPU Server Configuration - Network Switch Configuration - Hardware Installation and Configuration
Topic 3: AI Infrastructure Fundamentals	15%	- AI Workload Characteristics - AI Ecosystem Components - AI Infrastructure Requirements - GPU Architecture and Types
Topic 4: AI Infrastructure Operations	20%	- Monitoring and Management Tools - Capacity Planning - Troubleshooting Common Issues - Performance Optimization
Topic 5: Cisco AI Infrastructure Architecture	30%	- Storage Architecture Considerations - Network Architecture for AI Workloads - Cisco UCS AI Infrastructure Solutions - Hyperconverged Infrastructure for AI

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Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q71-Q76):

NEW QUESTION # 71
Refer to the exhibit. Users report delayed response times and network latency when running certain AI workloads on a specific Cisco UCS Intersight Managed Mode Domain. Based on the fault message and reported symptoms, which troubleshooting action must be taken first to address the network latency issues?

A. Check the physical cabling and SFP+ transceivers on port 11 of switch B for potential hardware failures or incorrect configurations.
B. Review the AI workload configuration to optimize resource allocation (CPU, memory, GPU) for the affected applications.
C. Examine the UCS fabric interconnect configuration for port-channel 11 on Fabric Interconnect B.
D. Review the pause frame counters for signs of congestion on Fabric Interconnect B Port 11.

Answer: A

Explanation:
The fault shows a receive error statistics threshold crossing on switch B port 11. Because receive errors on a physical interface commonly indicate cabling, transceiver, or physical-layer issues, the first troubleshooting step is to inspect the physical connection and SFP+ components on the affected port before investigating workload or higher-layer configuration.

NEW QUESTION # 72
An engineer deploys an AI fabric on Cisco Nexus 9000 Series Switches connected to Cisco UCS nodes with NVIDIA GPUs. The requirements call for optimal network performance for training workloads. Adaptive routing is enabled on the NICs, and per-packet load balancing is enabled on the switches. Which other configuration must be implemented for this integration to be fully operational?

A. Include matching statements in your QoS policy so the switch knows which incoming packets to load balance.
B. Add the "adaptive-routing" keyword under the switch load balancing configuration.
C. Include switch configuration "hardware profile spectrum-x" in global configuration mode.
D. Set the cisco_dlb=1 option in the NIC configuration so the NIC knows it can use adaptive routing.

Answer: D

Explanation:
The NIC must be explicitly configured with the Cisco dynamic load-balancing setting so it recognizes that the connected Cisco Nexus fabric supports adaptive routing. This completes the integration between NIC-side adaptive routing and switch-side per-packet load balancing for optimized AI training traffic.

NEW QUESTION # 73
An engineer is deploying a Cisco AI POD environment to support large-scale AI workloads. The solution must provide a software-defined storage platform with a Disaggregated Shared- Everything architecture, allow compute nodes to run on Cisco UCS C225 M8 servers managed through Cisco Intersight, and deliver exabyte-scale, all-flash performance with integrated high- speed RDMA and GPU Direct Storage capabilities. Which solution meets the requirements?

A. VAST Data Universal Storage
B. NetApp All-Flash FAS (AFF)
C. Pure Storage FlashBlade
D. Local NVMe SSDs within each GPU server

Answer: A

Explanation:
VAST Data Universal Storage provides a software-defined, disaggregated shared-everything storage architecture designed for AI-scale workloads. It supports Cisco UCS-based deployments managed through Intersight and delivers high-performance all-flash storage with RDMA and GPU Direct Storage capabilities for large-scale AI training, fine-tuning, and inference environments.

NEW QUESTION # 74
A Cisco Nexus switch is configured with QoS policies for AI traffic. Which scheduling mechanism guarantees bandwidth for critical traffic classes during congestion?

A. MAC filtering
B. Weighted scheduling
C. Port mirroring
D. FIFO

Answer: B

Explanation:
Weighted scheduling allocates bandwidth according to configured priorities, ensuring critical AI traffic receives adequate forwarding resources during congestion. FIFO provides no prioritization, while MAC filtering and port mirroring are unrelated to congestion management or QoS scheduling.

NEW QUESTION # 75
Drag and Drop Question

Refer to the exhibit. When a new AI backend network that supports Cisco UCS-based GPU servers with NVIDIA Connect-X network adapters is benchmarked, the traffic distribution observed has unacceptable variability across the interfaces. Drag and drop the code snippets from the bottom onto the boxes in the code to configure the switch to resolve the issue.

Answer:

Explanation:

NEW QUESTION # 76
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