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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Center Networking for AI Workloads- High-performance fabric design
  • 1. Low-latency switching and routing considerations
    • 2. Leaf-spine architecture in AI environments
      - Cisco Data Center networking technologies
      • 1. Cisco Nexus platform concepts
        • 2. Cisco ACI integration concepts
          Topic 2: 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 3: AI Infrastructure Deployment and Operations- Operations and lifecycle management
              • 1. Performance tuning and optimization
                • 2. Monitoring and observability
                  - Deployment models
                  • 1. On-premises AI clusters
                    • 2. Hybrid AI infrastructure integration
                      Topic 4: Security and Governance in AI Data Centers- Infrastructure security
                      • 1. Secure access to AI workloads
                        • 2. Network segmentation and policy enforcement
                          Topic 5: Compute and Storage for AI Infrastructure- Storage systems
                          • 1. High-throughput storage for AI training data
                            • 2. Distributed storage concepts
                              - Compute architecture
                              • 1. HPC-style scaling considerations
                                • 2. GPU-based compute nodes

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  1. Which type of Cisco Intersight profile, when deployed to fabric interconnects, includes the configuration settings for ports, VLANs, and VSANs?

                                  A) UCS Server profiles
                                  B) Unified Edge profiles
                                  C) UCS Chassis profiles
                                  D) UCS Domain profiles


                                  2. A company is building a network fabric for an AI training cluster that will train large language models. The cluster includes 256 GPUs distributed across 32 servers. Security requirements mandate isolation between different training projects and allowing shared access to a central storage system. Which approach provides the required security isolation and maintains optimal performance for GPU-to-GPU communication?

                                  A) Configure QoS-based traffic steering with separate DSCP markings per project and policy-based routing to shared storage.
                                  B) Deploy separate physical networks for each project with dedicated switches and cross-connects to shared storage.
                                  C) Use VXLAN with separate VNIs per project and Group Policy Option to control granular access to shared storage.
                                  D) Implement port-based VLANs for each project with router ACLs controlling storage access at the distribution layer.


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

                                  A) Real-time visibility with lower overhead
                                  B) Elimination of routing tables
                                  C) Mandatory hardware replacement
                                  D) Increased packet fragmentation


                                  4. A nationwide grocery chain has deployed Unified Edge to all its locations. Each store has 10 or more surveillance cameras that write approximately 1 Gb per hour. The surveillance retention policy requires maintaining 2 weeks of recording per camera. Which type of cost-effective centralized storage solution must be evaluated with Unified Edge devices to adhere to this policy?

                                  A) Fibre Channel shared storage
                                  B) IP-based shared storage
                                  C) local storage
                                  D) Infiniband shared storage


                                  5. Which network design approach should be used to build a high-performance, nonblocking AI/ML data center fabric that supports 64 fully equipped UCS C885A nodes and provides the lowest possible latency and lossless Ethernet?

                                  A) flat Layer 2
                                  B) leaf-spine
                                  C) rail optimized
                                  D) traditional three-tier


                                  Solutions:

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

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