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Cisco 300-640 Exam Syllabus Topics:

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

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                                  최신 CCNP Data Center 300-640 무료샘플문제 (Q77-Q82):

                                  질문 # 77
                                  A medical company has existing third-party AI servers and NVMe storage, but they want to purchase Cisco network switches with a cloud managed feature for simplicity. Which solution best meets the requirements?

                                  정답：C

                                  설명：
                                  Bring Your Own AI HyperFabric is the best fit when the customer already has third-party AI servers and NVMe storage but wants Cisco 6000 Series switching with simplified cloud-managed fabric operations. The Premier license aligns with the AI-focused HyperFabric use case, while Cisco describes Nexus HyperFabric as a cloud-managed AI infrastructure solution using Cisco
                                  6000 Series switches for AI workloads.


                                  질문 # 78
                                  An administrator configures VXLAN EVPN in a Cisco AI data center fabric. The requirement is to provide Layer 2 adjacency across multiple leaf switches while maintaining scalable control-plane learning. Which protocol fulfills this function?

                                  정답：C

                                  설명：
                                  BGP EVPN provides scalable control-plane MAC and IP route advertisement for VXLAN fabrics.
                                  It eliminates excessive flooding associated with traditional Layer 2 networks and supports efficient multi-tenant AI infrastructures. STP only prevents loops, OSPF is a Layer 3 routing protocol, and HSRP provides gateway redundancy rather than overlay endpoint learning.


                                  질문 # 79
                                  Which result is provided through image recognition using AI?

                                  정답：D

                                  설명：
                                  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.


                                  질문 # 80
                                  A network engineer must secure management access to Cisco Nexus AI switches. Which protocol should replace Telnet to provide encrypted administrative sessions?

                                  정답：B

                                  설명：
                                  SSH provides encrypted remote management sessions and protects credentials and configuration traffic from interception. Telnet transmits data in plaintext and is unsuitable for secure AI data center environments. FTP and TFTP are file transfer protocols, while SNMPv1 lacks modern security protections.


                                  질문 # 81
                                  A customer is deploying a new AI fabric with all new NVIDIA GPUs and must verify the performance between the nodes in the network. Which tool must be used to validate the customer benchmarks?

                                  정답：A

                                  설명：
                                  NCCL is the standard tool used to validate GPU-to-GPU communication performance in NVIDIA- based AI fabrics. It measures collective communication behavior between GPU nodes, making it appropriate for benchmarking the AI training network performance.


                                  질문 # 82
                                  ......

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