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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Compute and Storage for AI Infrastructure- Compute architecture
  • 1. GPU-based compute nodes
    • 2. HPC-style scaling considerations
      - Storage systems
      • 1. Distributed storage concepts
        • 2. High-throughput storage for AI training data
          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
                  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 Nexus platform concepts
                        • 2. Cisco ACI integration concepts
                          Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
                          • 1. Data pipeline and workload characteristics
                            • 2. Compute, GPU, and acceleration concepts
                              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. What describes inference traffic patterns in AI deployments?

                                  A) optimizes data storage solutions for data lakes
                                  B) eliminates the need for data preparation
                                  C) simplifies complex neural network architectures
                                  D) provides real-time decision making


                                  2. When considering a rail-only network design, when would adding spine switches make sense?

                                  A) when scaling out to support traffic between multiple scalable units
                                  B) when providing greater overall total bandwidth within a single scalable unit
                                  C) when increasing the overall available buffers that spines provide
                                  D) when needing a greater path redundancy within a single scalable unit


                                  3. 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.


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

                                  A) Type 4
                                  B) Type 1
                                  C) Type 5
                                  D) Type 2


                                  5. A network engineer is deploying an AI training fabric using Cisco Nexus switches with RoCEv2 enabled. During testing, packet drops occur when traffic bursts exceed buffer capacity. Which feature should be configured to minimize congestion and improve lossless Ethernet performance for GPU traffic?

                                  A) Storm Control
                                  B) BPDU Guard
                                  C) Priority Flow Control
                                  D) DHCP Snooping


                                  Solutions:

                                  Question # 1
                                  Answer: D
                                  Question # 2
                                  Answer: A
                                  Question # 3
                                  Answer: Only visible for members
                                  Question # 4
                                  Answer: D
                                  Question # 5
                                  Answer: C

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