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Cisco 300-640 Exam Syllabus Topics:

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

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q68-Q73):

                                  NEW QUESTION # 68
                                  Which result is provided through image recognition using AI?

                                  Answer: B

                                  Explanation:
                                  Image recognition uses AI to analyze digital images or video frames and identify, detect, classify, or label visual elements such as objects, people, patterns, or scenes.


                                  NEW QUESTION # 69
                                  A Cisco Nexus switch is configured with QoS policies for AI traffic. Which scheduling mechanism guarantees bandwidth for critical traffic classes during congestion?

                                  Answer: B

                                  Explanation:
                                  Weighted scheduling allocates bandwidth according to configured priorities, ensuring critical AI traffic receives adequate forwarding resources during congestion. FIFO provides no prioritization, while MAC filtering and port mirroring are unrelated to congestion management or QoS scheduling.


                                  NEW QUESTION # 70
                                  A customer deploys a UCS 885a server in a data center with two power grids. Three of the
                                  3000W power supplies in the server connect to each grid. Due to an external event, one of the grids will be shut down for maintenance. How does the server respond to this event?

                                  Answer: C

                                  Explanation:
                                  With three 3000W power supplies lost from one power grid, the UCS C885A continues operating on the remaining grid but no longer has the full power budget available for maximum GPU operation. The server reduces performance by enforcing power limits, including capping GPU power, so workloads can continue running within the available power capacity.


                                  NEW QUESTION # 71
                                  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?

                                  Answer: D


                                  NEW QUESTION # 72
                                  An engineer configures quality of service in the Cisco ACI fabric to connect VAST storage servers. Which combination of attributes must be selected?

                                  Answer: D

                                  Explanation:
                                  VAST storage integration in a Cisco ACI fabric requires QoS settings that support lossless, congestion-aware Ethernet behavior. Weighted Random Early Detection with congestion notification enabled allows the fabric to signal congestion early through ECN before buffer exhaustion occurs, helping maintain predictable performance for high-throughput storage traffic.


                                  NEW QUESTION # 73
                                  ......

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