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Cisco 300-640 Exam Syllabus Topics:
| Section | Objectives |
|---|
| Security and Governance in AI Data Centers | - Infrastructure security
- 1. Network segmentation and policy enforcement
- 2. Secure access to AI workloads
|
| 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 | - 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 ACI integration concepts
- 2. Cisco Nexus platform concepts
|
| Compute and Storage for AI Infrastructure | - Compute architecture
- 1. GPU-based compute nodes
- 2. HPC-style scaling considerations
- Storage systems
- 1. High-throughput storage for AI training data
- 2. Distributed storage concepts
|
| Data Center AI Infrastructure Fundamentals | - AI/ML workload requirements in data centers
- 1. Data pipeline and workload characteristics
- 2. Compute, GPU, and acceleration concepts
|
>> 300-640시험난이도 <<
300-640최고품질 인증시험 대비자료 - 300-640시험대비 인증덤프
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최신 CCNP Data Center 300-640 무료샘플문제 (Q75-Q80):
질문 # 75
A network administrator configures RDMA over Converged Ethernet version 2 (RoCEv2). Which transport protocol does RoCEv2 use at Layer 4?
- A. SCTP
- B. ICMP
- C. TCP
- D. UDP
정답:D
설명:
RoCEv2 encapsulates RDMA traffic over UDP/IP, enabling routable RDMA communication across Layer 3 networks. TCP introduces retransmission and latency overhead unsuitable for high-performance GPU communication. SCTP and ICMP are not used for RoCEv2 transport.
질문 # 76
An engineer must configure dynamic load balancing (DLB) on a Cisco Nexus 9000 Series Switch AI fabric using a CLI. Which configuration must be implemented for only the odd-numbered interfaces?
- A. Create a QoS policy that enables DLB and apply that policy to the relevant interfaces.
- B. Create a DLB hardware profile and include the list of desired interfaces.
- C. Under the relevant interface-level configuration, add the keyword dlb-interface.
- D. Exclude the desired interfaces from DLB with the interface level configuration of no dlb-interface.
정답:C
설명:
Dynamic load balancing is enabled on the selected Cisco Nexus 9000 interfaces by applying the interface-level dlb-interface command. For this deployment requirement, the command is applied only to the odd-numbered interfaces that participate in the DLB configuration.
질문 # 77
An engineer must optimize the performance of an AI inference workload running on a Cisco UCS C-Series rack server. The workload experiences intermittent latency spikes, and Intersight system logs show frequent thermal event entries. Which troubleshooting action must be taken first to address the performance issues on the Cisco UCS server?
- A. Inspect the physical environment of the server, including ambient temperature and airflow, and replace any failed fans.
- B. Examine the storage configuration, including the RAID configuration and disk health, to ensure that the storage subsystem is not causing latency issues.
- C. Check the power supply status and power consumption of the UCS server using UCS Manager to ensure that the server has sufficient power.
- D. Review the resource utilization of the AI workload (CPU, memory, and GPU) to identify potential bottlenecks and optimize resource allocation.
정답:A
설명:
Frequent thermal events indicate that the server may be throttling CPU or GPU performance to protect hardware from overheating. The first action is to verify the physical cooling conditions, including ambient temperature, airflow, and fan health, because resolving thermal constraints directly addresses the likely cause of intermittent latency spikes.
질문 # 78
Which result is provided through image recognition using AI?
- A. scheduling of management tasks during maintenance periods
- B. routing of multicast messages across network boundaries
- C. detection and labeling of visual elements from digital sources
- D. anonymization of audit trails for compliance objectives
정답:C
설명:
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.
질문 # 79
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. Implement port-based VLANs for each project with router ACLs controlling storage access at the distribution layer.
- C. Deploy separate physical networks for each project with dedicated switches and cross-connects to shared storage.
- D. Use VXLAN with separate VNIs per project and Group Policy Option to control granular access to shared storage.
정답:D
설명:
VXLAN provides scalable network segmentation by assigning separate VNIs to different training projects, preserving isolation without building separate physical fabrics. Group Policy Option adds policy-based control within the VXLAN overlay, allowing controlled shared access to central storage while maintaining high-performance GPU-to-GPU communication across the AI training fabric.
질문 # 80
......
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