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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
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. Compute, GPU, and acceleration concepts
            • 2. Data pipeline and workload characteristics
              AI Infrastructure Deployment and Operations- Operations and lifecycle management
              • 1. Performance tuning and optimization
                • 2. Monitoring and observability
                  - Deployment models
                  • 1. Hybrid AI infrastructure integration
                    • 2. On-premises AI clusters
                      Security and Governance in AI Data Centers- Infrastructure security
                      • 1. Secure access to AI workloads
                        • 2. Network segmentation and policy enforcement
                          Compute and Storage for AI Infrastructure- Compute architecture
                          • 1. HPC-style scaling considerations
                            • 2. GPU-based compute nodes
                              - Storage systems
                              • 1. High-throughput storage for AI training data
                                • 2. Distributed storage concepts

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q16-Q21):

                                  NEW QUESTION # 16
                                  A global enterprise is deploying a new AI-driven analytics platform that requires high-performance GPU acceleration, large memory capacity, and robust virtualization support. The current compute environment must co-exist with the newly purposed GPU-enabled workload. This environment will continue to grow, so the customer wants to scale out the resources as needed. Which Cisco product meets the requirements?

                                  Answer: B

                                  Explanation:
                                  Cisco UCS X-Series is designed for scalable, modular compute environments that support GPU- enabled workloads, high memory capacity, virtualization, and coexistence with existing infrastructure. Its modular architecture allows the enterprise to expand resources as AI workload demands grow.


                                  NEW QUESTION # 17
                                  An organization deploys Cisco Nexus switches supporting RoCEv2 traffic. Which QoS behavior is most critical to maintain reliable GPU communication?

                                  Answer: D

                                  Explanation:
                                  RoCEv2 depends on low-latency and near-lossless Ethernet transport to maintain efficient RDMA communication. Packet drops trigger retransmissions and significantly degrade AI training performance. Best-effort forwarding cannot guarantee delivery quality, while fragmentation and randomized path selection do not address the primary RDMA requirement.


                                  NEW QUESTION # 18
                                  A data center administrator for a medium-sized manufacturing facility uses Intersight to perform unattended operating system installation on already discovered X-Series servers with server profiles assigned. Which set of prerequisites must be met for installing an operating system on a server in Cisco Mode?

                                  Answer: A

                                  Explanation:
                                  In Cisco Intersight, unattended operating system installation requires the OS installation image and the operating system configuration file to be available in the software repository. These files allow Intersight to boot the installer and apply the required unattended installation parameters to the assigned server profile.


                                  NEW QUESTION # 19
                                  Which type of Cisco Intersight profile, when deployed to fabric interconnects, includes the configuration settings for ports, VLANs, and VSANs?

                                  Answer: B

                                  Explanation:
                                  A UCS Domain profile is deployed to fabric interconnects in Cisco Intersight Managed Mode and contains the domain-level configuration, including port policies, VLANs, VSANs, network connectivity, and other fabric interconnect settings.


                                  NEW QUESTION # 20
                                  An engineer configures Cisco Nexus Dashboard Fabric Controller for AI infrastructure automation. The company wants centralized policy management and simplified fabric provisioning across multiple pods. Which capability provides this benefit?

                                  Answer: A

                                  Explanation:
                                  Intent-based fabric automation simplifies deployment and policy consistency across large AI infrastructures. Nexus Dashboard Fabric Controller automates provisioning, validation, and operational management. Distributed ACLs and local VLAN switching are operational features but do not centralize orchestration. Manual CLI verification is error-prone and unsuitable for rapidly scaling AI environments.


                                  NEW QUESTION # 21
                                  ......

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