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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
  • 1. Data pipeline and workload characteristics
    • 2. Compute, GPU, and acceleration concepts
      Topic 2: Data Center Networking for AI Workloads- Cisco Data Center networking technologies
      • 1. Cisco Nexus platform concepts
        • 2. Cisco ACI integration concepts
          - High-performance fabric design
          • 1. Low-latency switching and routing considerations
            • 2. Leaf-spine architecture in AI environments
              Topic 3: Compute and Storage for AI Infrastructure- Compute architecture
              • 1. HPC-style scaling considerations
                • 2. GPU-based compute nodes
                  - Storage systems
                  • 1. High-throughput storage for AI training data
                    • 2. Distributed storage concepts
                      Topic 4: AI Infrastructure Deployment and Operations- Deployment models
                      • 1. Hybrid AI infrastructure integration
                        • 2. On-premises AI clusters
                          - Operations and lifecycle management
                          • 1. Monitoring and observability
                            • 2. Performance tuning and optimization
                              Topic 5: Security and Governance in AI Data Centers- Infrastructure security
                              • 1. Network segmentation and policy enforcement
                                • 2. Secure access to AI workloads

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q77-Q82):

                                  NEW QUESTION # 77
                                  A Cisco AI cluster requires segmentation between multiple research teams sharing the same physical infrastructure. Which solution provides scalable tenant isolation?

                                  Answer: D

                                  Explanation:
                                  VXLAN overlays provide scalable multi-tenant segmentation using large VNI spaces beyond traditional VLAN limitations. AI infrastructures often support many isolated environments simultaneously. VLAN-only designs have scalability constraints, while WAN topologies and NAT do not provide modern data center tenant segmentation.


                                  NEW QUESTION # 78
                                  What is a function of NVLink technology within a high-performance AI server or cluster?

                                  Answer: C

                                  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 # 79
                                  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.)

                                  Answer: B,E

                                  Explanation:
                                  Cisco Intersight provides GPU-focused telemetry for UCS servers, including utilization and performance metrics. These measurements allow the administrator to monitor how heavily the GPUs are being used and whether the AI workload is receiving the expected GPU performance.


                                  NEW QUESTION # 80
                                  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?

                                  Answer: D

                                  Explanation:
                                  In Cisco Intersight, unattended operating system installation requires the OS installation image and the operating system configuration file to be available in the software repository. These files allow Intersight to boot the installer and apply the required unattended installation parameters to the assigned server profile.


                                  NEW QUESTION # 81
                                  What describes inference traffic patterns in AI deployments?

                                  Answer: D

                                  Explanation:
                                  Inference traffic is associated with using a trained model to generate predictions or responses from new input data. In AI deployments, this commonly supports real-time or near-real-time decision making, such as classification, recommendations, detection, or automated responses.


                                  NEW QUESTION # 82
                                  ......

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