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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
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
          Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
          • 1. Compute, GPU, and acceleration concepts
            • 2. Data pipeline and workload characteristics
              Security and Governance in AI Data Centers- Infrastructure security
              • 1. Secure access to AI workloads
                • 2. Network segmentation and policy enforcement
                  AI Infrastructure Deployment and Operations- Deployment models
                  • 1. Hybrid AI infrastructure integration
                    • 2. On-premises AI clusters
                      - Operations and lifecycle management
                      • 1. Performance tuning and optimization
                        • 2. Monitoring and observability
                          Data Center Networking for AI Workloads- Cisco Data Center networking technologies
                          • 1. Cisco Nexus platform concepts
                            • 2. Cisco ACI integration concepts
                              - High-performance fabric design
                              • 1. Low-latency switching and routing considerations
                                • 2. Leaf-spine architecture in AI environments

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  1. Which components are part of the HyperFabric AI solution?

                                  A) integrated compute and networking hardware optimized for AI workloads, with optional cloud management
                                  B) Cisco UCS servers with NVIDIA GPUs, switches, optional VAST Data Storage and cloud- managed networking
                                  C) combination of Cisco networking hardware and software-defined storage designed for AI scalability
                                  D) Cisco UCS servers combined with high-speed networking switches and third-party storage


                                  2. 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 Memory Utilization
                                  B) Active CPU Utilization
                                  C) Monitor
                                  D) Insights
                                  E) Explorer


                                  3. A bank is planning to deploy an AI inference solution at its branch locations. The solution must support workloads that require a balance of compute, memory, and potential GPU acceleration, and it must be suitable for installation by nontechnical onsite resources. The requirements are:
                                  - high availability of the chassis management plane.
                                  - support for up to 768 GB of memory for in-memory model storage and
                                  processing
                                  - remote server launch requiring no on-site IT staff
                                  - use of Cisco Intersight for SaaS-based infrastructure lifecycle
                                  management
                                  Which solution meets the requirements?

                                  A) Cisco Unified Edge
                                  B) Cisco UCS C845A M8 Server
                                  C) Cisco UCS C240 Servers
                                  D) Cisco UCS X-Series Direct


                                  4. What does workload distribution offer in an AI infrastructure with local and external resources?

                                  A) distribution of computational tasks across multiple locations
                                  B) isolation of analytic functions within remote processing clusters
                                  C) restriction of automation to local storage and performance measures
                                  D) enforcement of fixed security policies on distribution endpoints


                                  5. An engineer notices excessive broadcast traffic inside a legacy AI server VLAN. Which technology should be implemented to reduce flooding and improve scalability?

                                  A) RIP
                                  B) VXLAN EVPN
                                  C) PAT
                                  D) GRE tunneling


                                  Solutions:

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

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