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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 2: 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 3: Security and Governance in AI Data Centers- Infrastructure security
              • 1. Network segmentation and policy enforcement
                • 2. Secure access to AI workloads
                  Topic 4: 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
                          Topic 5: Compute and Storage for AI Infrastructure- Compute architecture
                          • 1. HPC-style scaling considerations
                            • 2. GPU-based compute nodes
                              - Storage systems
                              • 1. Distributed storage concepts
                                • 2. High-throughput storage for AI training data

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  1. An engineer must monitor congestion, flow latency, and traffic drops using Cisco Nexus Dashboard and chooses to use the Traffic Analytics feature. Which Nexus Dashboard feature is automatically disabled when Traffic Analytics is enabled?

                                  A) Flow Telemetry
                                  B) Connectivity Analysis
                                  C) SNMP Traps
                                  D) Delta Analysis


                                  2. An engineer deploys an AI fabric on Cisco Nexus 9000 Series Switches connected to Cisco UCS nodes with NVIDIA GPUs. The requirements call for optimal network performance for training workloads. Adaptive routing is enabled on the NICs, and per-packet load balancing is enabled on the switches. Which other configuration must be implemented for this integration to be fully operational?

                                  A) Set the cisco_dlb=1 option in the NIC configuration so the NIC knows it can use adaptive routing.
                                  B) Add the "adaptive-routing" keyword under the switch load balancing configuration.
                                  C) Include matching statements in your QoS policy so the switch knows which incoming packets to load balance.
                                  D) Include switch configuration "hardware profile spectrum-x" in global configuration mode.


                                  3. A server administrator must monitor the performance and utilization of GPUs in Cisco UCS servers running AI workloads. Which two metrics must be used in Cisco Intersight to accomplish these goals? (Choose two.)

                                  A) GPU Performance
                                  B) GPU Utilization
                                  C) Explorer
                                  D) System CPU Utilization
                                  E) Monitor


                                  4. What is a purpose of Cisco AI PODs?

                                  A) to enable AI lifecycle management through cloud-native software with hardware support limited to compute servers
                                  B) to deliver modular AI hardware components that can be integrated with third-party software platforms
                                  C) to provide a turnkey, full-stack infrastructure for AI training, fine-tuning, and inferencing
                                  D) to offer a flexible AI infrastructure focused on inferencing workloads with optional training capabilities


                                  5. A financial company plans to deploy an AI training and inference infrastructure to support its customers. The team must use a solution that provides 96 GPUs, aligns with NVIDIA-compliant reference architectures, and enables cloud-based management of the entire on-premises network environment. Which Cisco solution meets the requirements?

                                  A) Cisco HyperFabric AI Medium AI Cluster with Cisco 6000 switches and AI servers on premises
                                  B) Cisco Nexus Dashboard deployed in AWS or Azure with Nexus 9000 switches and AI servers on premises
                                  C) Cisco HyperFabric AI Small AI Cluster with Cisco 6000 switches and AI servers on premises
                                  D) Cisco Intersight AI fabric with Nexus 9000 switches and AI servers on premises


                                  Solutions:

                                  Question # 1
                                  Answer: A
                                  Question # 2
                                  Answer: A
                                  Question # 3
                                  Answer: A,B
                                  Question # 4
                                  Answer: C
                                  Question # 5
                                  Answer: C


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