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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Topic 1: AI Infrastructure Deployment and Operations- Operations and lifecycle management
  • 1. Monitoring and observability
    • 2. Performance tuning and optimization
      - Deployment models
      • 1. Hybrid AI infrastructure integration
        • 2. On-premises AI clusters
          Topic 2: 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 3: 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 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: Security and Governance in AI Data Centers- Infrastructure security
                              • 1. Network segmentation and policy enforcement
                                • 2. Secure access to AI workloads

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  1. A network operations team deploys HyperFabric AI and wants to monitor fabric health to proactively identify performance issues. The team must track metrics specifically relevant to AI training workloads. Which metric is most critical for identifying congestion issues that could impact AI training performance in a HyperFabric AI deployment?

                                  A) spanning tree topology change notifications
                                  B) VXLAN tunnel packet encapsulation rate
                                  C) BGP EVPN route count per leaf switch
                                  D) PFC pause frame transmission rate per interface


                                  2. A data center is deploying an AI infrastructure for LLM training and model inference. This infrastructure requires high GPU density, low-latency interconnects, and the ability to scale compute resources. When considering the Cisco UCS C885A M8 Rack Server for the deployment, which design aspect is the most critical for achieving optimal performance and scalability in this environment?

                                  A) using the maximum number of CPU cores to support the virtualization overhead
                                  B) selecting the appropriate Nexus Fabric and its configuration to minimize latency
                                  C) configuring the server with the minimum amount of RAM to reduce initial costs
                                  D) implementing a redundant power supply configuration to ensure high availability


                                  3. 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?

                                  A) OSPF
                                  B) BGP EVPN
                                  C) HSRP
                                  D) STP


                                  4. Which set of statements describes Quantized Congestion Notification?

                                  A) Priority Flow Control reacts first to mitigate congestion, and Explicit Congestion Notification acts as a fail-safe to prevent traffic drops if Priority Flow Control is insufficient.
                                  A congestion notification packet sent toward the source by hosts and the network switch in response to receiving Explicit Congestion Notification with congestion experienced bits set.
                                  B) Priority Flow Control reacts first to mitigate congestion, and Explicit Congestion Notification acts as a fail-safe to prevent traffic drops if Priority Flow Control is insufficient.
                                  A congestion notification packet sent toward the source by a network switch in response to receiving Explicit Congestion Notification with congestion experienced bits set.
                                  C) Explicit Congestion Notification reacts first to mitigate congestion, and Priority Flow Control acts as a fail-safe to prevent traffic drops if Explicit Congestion Notification is insufficient.
                                  A congestion notification packet sent toward the source by hosts and the network switch in response to receiving Explicit Congestion Notification with congestion experienced bits set.
                                  D) Explicit Congestion Notification reacts first to mitigate congestion, and Priority Flow Control acts as a fail-safe to prevent traffic drops if Explicit Congestion Notification is insufficient.
                                  A congestion notification packet sent toward the source by a host in response to receiving Explicit Congestion Notification with congestion experienced bits set.


                                  5. 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?

                                  A) OSPF
                                  B) BGP EVPN
                                  C) HSRP
                                  D) STP


                                  Solutions:

                                  Question # 1
                                  Answer: D
                                  Question # 2
                                  Answer: B
                                  Question # 3
                                  Answer: B
                                  Question # 4
                                  Answer: D
                                  Question # 5
                                  Answer: B

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