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Cisco 300-640 Exam Syllabus Topics:

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

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Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q61-Q66):

NEW QUESTION # 61
What is a function of NVLink technology within a high-performance AI server or cluster?

A. to establish a secure, encrypted channel for data transfer between the AI server and external storage
B. to provide a high-speed, low-latency direct interconnect for GPU-to-GPU communication
C. to enable remote access and virtualization of GPU resources for distributed AI development teams
D. to manage power distribution and thermal regulation across all installed GPU units

Answer: B

Explanation:
NVLink provides a high-bandwidth, low-latency direct interconnect between GPUs. In AI servers and clusters, it accelerates GPU-to-GPU communication for training and inference workloads by allowing GPUs to exchange data much faster than through standard PCIe paths.

NEW QUESTION # 62
A customer deploys a UCS 885a server in a data center with two power grids. Three of the
3000W power supplies in the server connect to each grid. Due to an external event, one of the grids will be shut down for maintenance. How does the server respond to this event?

A. The server initiates a graceful shut down of the operating system.
B. The server continues to operate at full performance using redundant power supplies, but the PSU status LED glows solid amber.
C. The server immediately shuts down and stops all operations.
D. The server operates with reduced performance and caps power to GPUs at 60%.

Answer: D

Explanation:
With three 3000W power supplies lost from one power grid, the UCS C885A continues operating on the remaining grid but no longer has the full power budget available for maximum GPU operation. The server reduces performance by enforcing power limits, including capping GPU power, so workloads can continue running within the available power capacity.

NEW QUESTION # 63
Which network design approach should be used to build a high-performance, nonblocking AI/ML data center fabric that supports 64 fully equipped UCS C885A nodes and provides the lowest possible latency and lossless Ethernet?

A. flat Layer 2
B. traditional three-tier
C. rail optimized
D. leaf-spine

Answer: C

Explanation:
A rail-optimized design is used for large AI/ML clusters because it aligns GPU-to-GPU communication paths across the fabric, minimizes latency, and supports high-throughput lossless Ethernet for distributed training workloads.

NEW QUESTION # 64
A server administrator must monitor the performance and utilization of GPUs in Cisco UCS servers running AI workloads. Which two metrics must be used in Cisco Intersight to accomplish these goals? (Choose two.)

A. Insights
B. Active CPU Utilization
C. GPU Memory Utilization
D. Explorer
E. Monitor

Answer: B,C

Explanation:
Cisco Intersight performance monitoring uses resource utilization metrics to identify bottlenecks in AI workloads. Active CPU utilization shows whether host processing is limiting workload execution, while GPU memory utilization shows how effectively GPU memory is being consumed during model processing and training or inference tasks.

NEW QUESTION # 65
Which result is provided through image recognition using AI?

A. anonymization of audit trails for compliance objectives
B. routing of multicast messages across network boundaries
C. scheduling of management tasks during maintenance periods
D. detection and labeling of visual elements from digital sources

Answer: D

Explanation:
Image recognition uses AI to analyze digital images or video frames and identify, detect, classify, or label visual elements such as objects, people, patterns, or scenes.

NEW QUESTION # 66
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