Exam 300-640 Papers, Latest 300-640 Test Answers

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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Security and Governance in AI Data Centers- Infrastructure security
  • 1. Network segmentation and policy enforcement
    • 2. Secure access to AI workloads
      Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
      • 1. Compute, GPU, and acceleration concepts
        • 2. Data pipeline and workload characteristics
          Compute and Storage for AI Infrastructure- Storage systems
          • 1. High-throughput storage for AI training data
            • 2. Distributed storage concepts
              - Compute architecture
              • 1. GPU-based compute nodes
                • 2. HPC-style scaling considerations
                  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
                          AI Infrastructure Deployment and Operations- Deployment models
                          • 1. On-premises AI clusters
                            • 2. Hybrid AI infrastructure integration
                              - Operations and lifecycle management
                              • 1. Performance tuning and optimization
                                • 2. Monitoring and observability

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                                  Latest 300-640 Test Answers - 300-640 VCE Exam Simulator

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q13-Q18):

                                  NEW QUESTION # 13
                                  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?

                                  Answer: C


                                  NEW QUESTION # 14
                                  A Cisco AI environment requires synchronized packet processing timestamps across network devices for analytics accuracy. Which protocol should be deployed?

                                  Answer: A

                                  Explanation:
                                  Precision Time Protocol (PTP) provides highly accurate clock synchronization required for latency-sensitive AI and analytics environments. NTP offers lower precision suitable for general IT systems. FTP and DNS are unrelated to time synchronization.


                                  NEW QUESTION # 15
                                  A network administrator configures RDMA over Converged Ethernet version 2 (RoCEv2). Which transport protocol does RoCEv2 use at Layer 4?

                                  Answer: D

                                  Explanation:
                                  RoCEv2 encapsulates RDMA traffic over UDP/IP, enabling routable RDMA communication across Layer 3 networks. TCP introduces retransmission and latency overhead unsuitable for high-performance GPU communication. SCTP and ICMP are not used for RoCEv2 transport.


                                  NEW QUESTION # 16
                                  How does RAG enhance the capabilities of LLMs?

                                  Answer: A

                                  Explanation:
                                  RAG enhances LLMs by retrieving relevant external or proprietary information at generation time and using that context to produce more accurate, current, and domain-specific responses without changing the model's core parameters.


                                  NEW QUESTION # 17
                                  An engineer notices excessive broadcast traffic inside a legacy AI server VLAN. Which technology should be implemented to reduce flooding and improve scalability?

                                  Answer: C

                                  Explanation:
                                  VXLAN EVPN reduces unknown unicast and broadcast flooding by using control-plane learning with BGP EVPN. This improves scalability in modern AI data centers. RIP is outdated for large- scale fabrics, while PAT and GRE tunneling do not address broadcast domain limitations.


                                  NEW QUESTION # 18
                                  ......

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