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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
  • 1. Data pipeline and workload characteristics
    • 2. Compute, GPU, and acceleration concepts
      Compute and Storage for AI Infrastructure- Storage systems
      • 1. High-throughput storage for AI training data
        • 2. Distributed storage concepts
          - Compute architecture
          • 1. HPC-style scaling considerations
            • 2. GPU-based compute nodes
              Security and Governance in AI Data Centers- Infrastructure security
              • 1. Secure access to AI workloads
                • 2. Network segmentation and policy enforcement
                  AI Infrastructure Deployment and Operations- Deployment models
                  • 1. Hybrid AI infrastructure integration
                    • 2. On-premises AI clusters
                      - Operations and lifecycle management
                      • 1. Performance tuning and optimization
                        • 2. Monitoring and observability
                          Data Center Networking for AI Workloads- High-performance fabric design
                          • 1. Leaf-spine architecture in AI environments
                            • 2. Low-latency switching and routing considerations
                              - Cisco Data Center networking technologies
                              • 1. Cisco Nexus platform concepts
                                • 2. Cisco ACI integration concepts

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  Question 1

                                  Drag and Drop Question
                                  A network engineer is designing congestion management for an AI cluster using RoCEv2 transport. Based on Cisco best practices, the engineer must understand how ECN and PFC work together to provide lossless Ethernet transport. Drag and drop the congestion management mechanisms from the left onto the corresponding descriptions on the right. Not all options are used.


                                  Question 2

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

                                  A. to provide a high-speed, low-latency direct interconnect for GPU-to-GPU communication
                                  B. to establish a secure, encrypted channel for data transfer between the AI server and external storage
                                  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


                                  Question 3

                                  Which type of Cisco Intersight profile, when deployed to fabric interconnects, includes the configuration settings for ports, VLANs, and VSANs?

                                  A. UCS Chassis profiles
                                  B. UCS Server profiles
                                  C. UCS Domain profiles
                                  D. Unified Edge profiles


                                  Question 4

                                  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.


                                  Question 5

                                  A data center administrator for a medium-sized manufacturing facility uses Intersight to perform unattended operating system installation on already discovered X-Series servers with server profiles assigned. Which set of prerequisites must be met for installing an operating system on a server in Cisco Mode?

                                  A. configuring a virtual KVM policy
                                  adding a server configuration utility to the software repository
                                  B. adding an OS image to the software repository
                                  adding an operating system configuration file to the software repository
                                  C. configuring a firmware policy
                                  adding an operating system configuration file to the software repository
                                  D. adding an OS image to the software repository
                                  adding a server configuration utility to the software repository


                                  Solutions:

                                  Question 1
                                  Answer: Only visible for members
                                  Question 2
                                  Answer: A
                                  Question 3
                                  Answer: C
                                  Question 4
                                  Answer: Only visible for members
                                  Question 5
                                  Answer: B

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