300-640 Valid Test Pattern - New 300-640 Exam Experience

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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Compute and Storage for AI Infrastructure- Compute architecture
  • 1. GPU-based compute nodes
    • 2. HPC-style scaling considerations
      - Storage systems
      • 1. Distributed storage concepts
        • 2. High-throughput storage for AI training data
          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
                  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
                          Security and Governance in AI Data Centers- Infrastructure security
                          • 1. Network segmentation and policy enforcement
                            • 2. Secure access to AI workloads
                              Data Center AI Infrastructure Fundamentals- AI/ML workload requirements in data centers
                              • 1. Compute, GPU, and acceleration concepts
                                • 2. Data pipeline and workload characteristics

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                                  Pass Guaranteed 300-640 - Implementing Cisco Data Center AI Infrastructure Perfect Valid Test Pattern

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                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q26-Q31):

                                  NEW QUESTION # 26
                                  A Cisco Nexus switch is configured with QoS policies for AI traffic. Which scheduling mechanism guarantees bandwidth for critical traffic classes during congestion?

                                  Answer: A

                                  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 # 27
                                  Which type of Cisco Intersight profile, when deployed to fabric interconnects, includes the configuration settings for ports, VLANs, and VSANs?

                                  Answer: D

                                  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 # 28
                                  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?

                                  Answer: B

                                  Explanation:
                                  A rail-optimized design is used for large AI/ML clusters because it aligns GPU-to-GPU communication paths across the fabric, minimizes latency, and supports high-throughput lossless Ethernet for distributed training workloads.


                                  NEW QUESTION # 29
                                  A network engineer must secure management access to Cisco Nexus AI switches. Which protocol should replace Telnet to provide encrypted administrative sessions?

                                  Answer: D

                                  Explanation:
                                  SSH provides encrypted remote management sessions and protects credentials and configuration traffic from interception. Telnet transmits data in plaintext and is unsuitable for secure AI data center environments. FTP and TFTP are file transfer protocols, while SNMPv1 lacks modern security protections.


                                  NEW QUESTION # 30
                                  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?

                                  Answer: A

                                  Explanation:
                                  Traffic Analytics and Flow Telemetry use overlapping telemetry resources in Cisco Nexus Dashboard. When Traffic Analytics is enabled to monitor congestion, latency, and drops, Flow Telemetry is automatically disabled to avoid resource and data collection conflicts.


                                  NEW QUESTION # 31
                                  ......

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