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Cisco 300-640 Exam Syllabus Topics:

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

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q81-Q86):

                                  NEW QUESTION # 81
                                  What is a purpose of Cisco AI PODs?

                                  Answer: B

                                  Explanation:
                                  Cisco AI PODs are designed as integrated, validated full-stack infrastructure solutions that combine compute, networking, storage, and management capabilities to support AI training, fine- tuning, and inferencing workloads with faster deployment and operational consistency.


                                  NEW QUESTION # 82
                                  An engineer must configure dynamic load balancing (DLB) on a Cisco Nexus 9000 Series Switch AI fabric using a CLI. Which configuration must be implemented for only the odd-numbered interfaces?

                                  Answer: D

                                  Explanation:
                                  Dynamic load balancing is enabled on the selected Cisco Nexus 9000 interfaces by applying the interface-level dlb-interface command. For this deployment requirement, the command is applied only to the odd-numbered interfaces that participate in the DLB configuration.


                                  NEW QUESTION # 83
                                  A data center team enables jumbo frames in a Cisco AI cluster. What is the primary benefit of increasing the MTU for east-west GPU traffic?

                                  Answer: B

                                  Explanation:
                                  Jumbo frames reduce the number of packets needed to transmit large AI datasets, decreasing CPU interrupts and protocol overhead. This improves throughput and efficiency for GPU communication. Larger MTUs do not directly affect convergence or eliminate buffering, and they typically reduce rather than increase processing overhead.


                                  NEW QUESTION # 84
                                  Which function is provided through natural language processing?

                                  Answer: D

                                  Explanation:
                                  Natural language processing enables systems to interpret, process, and transform human language from spoken or written inputs into structured data that applications can analyze, search, classify, or use for automation.


                                  NEW QUESTION # 85
                                  An engineer must monitor congestion, flow latency, and traffic drops using Cisco Nexus Dashboard and chooses to use the Traffic Analytics feature. Which Nexus Dashboard feature is automatically disabled when Traffic Analytics is enabled?

                                  Answer: D

                                  Explanation:
                                  Traffic Analytics and Flow Telemetry use overlapping telemetry resources in Cisco Nexus Dashboard. When Traffic Analytics is enabled to monitor congestion, latency, and drops, Flow Telemetry is automatically disabled to avoid resource and data collection conflicts.


                                  NEW QUESTION # 86
                                  ......

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