300-640 Cert Guide - Free PDF Quiz 300-640 - Implementing Cisco Data Center AI Infrastructure–First-grade PDF Dumps Files

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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
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 ACI integration concepts
        • 2. Cisco Nexus platform concepts
          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
                  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. Distributed storage concepts
                        • 2. High-throughput storage for AI training data
                          - Compute architecture
                          • 1. GPU-based compute nodes
                            • 2. HPC-style scaling considerations
                              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 (Q57-Q62):

                                  NEW QUESTION # 57
                                  Drag and Drop Question
                                  An organization is deploying an AI/ML infrastructure with multiple network fabrics, each serving a specific purpose. The network architect must match the network fabric type with its primary function. Drag and drop the network fabric types from the left onto the corresponding descriptions on the right.

                                  Answer:

                                  Explanation:


                                  NEW QUESTION # 58
                                  An engineer deploys BGP EVPN in a Cisco VXLAN fabric. Which route type advertises MAC and IP binding information for endpoints?

                                  Answer: C

                                  Explanation:
                                  EVPN Type 2 routes advertise MAC and optional IP bindings for endpoints, enabling efficient host reachability in VXLAN overlays. Type 5 routes advertise IP prefixes, while Types 1 and 4 handle Ethernet segment and multihoming information. AI fabrics rely heavily on accurate endpoint advertisement for scalability.


                                  NEW QUESTION # 59
                                  What is a function of NVLink technology within a high-performance AI server or cluster?

                                  Answer: B

                                  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 # 60
                                  A data center operator configures telemetry streaming on Cisco Nexus switches. What is the primary operational advantage over traditional SNMP polling?

                                  Answer: A

                                  Explanation:
                                  Streaming telemetry continuously exports operational data in near real time, improving visibility and reducing polling overhead compared to SNMP. AI infrastructures require rapid monitoring of congestion and latency conditions. Telemetry does not remove routing tables or require hardware replacement.


                                  NEW QUESTION # 61
                                  A company implements multicast traffic optimization for distributed AI training nodes. Which protocol enables efficient multicast receiver discovery in IPv4 networks?

                                  Answer: D

                                  Explanation:
                                  Internet Group Management Protocol (IGMP) allows hosts to join and leave multicast groups dynamically. This improves multicast efficiency for distributed AI workloads. ARP resolves MAC addresses, while LLDP and CDP are neighbor discovery protocols that do not manage multicast memberships.


                                  NEW QUESTION # 62
                                  ......

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