Exam Name: Implementing Cisco Data Center AI Infrastructure
Certification Provider: Cisco
Corresponding Certification: CCNP Data Center
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- Total Questions: 82
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Cisco 300-640 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Infrastructure Fundamentals | 20% | - Describe AI use cases in data center environments - Describe AI and machine learning concepts - Explain Cisco AI infrastructure solutions and portfolio - Describe types of AI infrastructure: on-premises, cloud, hybrid, edge - Describe core components of AI infrastructure: network, compute, storage, orchestration, monitoring |
| Topic 2: AI Infrastructure Components and Architecture | 30% | - Evaluate hybrid and multi-cloud AI integration - Evaluate storage requirements: capacity, performance, data pipelines, distributed architectures - Evaluate network requirements for AI workloads: bandwidth, latency, congestion control, RoCEv2, QoS - Evaluate power, cooling, and efficiency requirements - Evaluate compute requirements: CPU, GPU, NVLink, virtualization, containerization, scalability |
| Topic 3: AI Infrastructure Operations and Troubleshooting | 20% | - Monitor infrastructure: Nexus Dashboard, Intersight, telemetry, alerts - Troubleshoot network, compute, storage, and orchestration issues - Optimize performance, security, and reliability - Implement performance benchmarking and validation - Manage health, logs, and events |
| Topic 4: AI Infrastructure Deployment and Data Management | 30% | - Integrate AI frameworks and applications with Cisco infrastructure - Implement data management and lifecycle for AI workloads - Configure compute and storage using Cisco UCS: profiles, policies, Intersight - Deploy and manage AI infrastructure with orchestration tools - Configure high-performance networks for AI: Cisco Nexus, NDFC, lossless fabrics |
Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:
A network architect wants to provide high availability for AI compute nodes connected to dual Cisco Nexus switches. Which technology enables active-active uplink forwarding without STP blocking?
- A. GLBP
- B. PVST+
- C. VRRP
- D. vPC
Correct Answer: D 🗳️
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A large-scale retail store manages many compute resources spread across branch offices, which enables AI workloads to be processed on-premises. Each workload and site location requires specific OS installation and configuration. To simplify management, configuration, and deployment of the workloads, a Cisco Intersight feature must be used that enables workload deployment at scale. Which feature must be used to accomplish this functionality?
- A. domain management
- B. chassis management
- C. fleet management
- D. server management
Correct Answer: C 🗳️
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When considering a rail-only network design, when would adding spine switches make sense?
- A. when scaling out to support traffic between multiple scalable units
- B. when providing greater overall total bandwidth within a single scalable unit
- C. when needing a greater path redundancy within a single scalable unit
- D. when increasing the overall available buffers that spines provide
Correct Answer: A 🗳️
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A medium-sized breadmaking operation must deploy a fleet of GPU servers that meet these requirements for their flagship application:
- policy managed through cloud-based interface
- low latency between specific pairs of GPUs
- at least 2 GPUs per server
- all GPUs should be same model
- Intel CPU
- well suited for Inferencing
- customer is power conscious
Which server meets the requirements?
- A. X210C M8 with x580 PCIe node
- B. C845A M8
- C. C885A M8
- D. C245 M8
Correct Answer: A 🗳️
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A network operations team deploys HyperFabric AI and wants to monitor fabric health to proactively identify performance issues. The team must track metrics specifically relevant to AI training workloads. Which metric is most critical for identifying congestion issues that could impact AI training performance in a HyperFabric AI deployment?
- A. VXLAN tunnel packet encapsulation rate
- B. BGP EVPN route count per leaf switch
- C. spanning tree topology change notifications
- D. PFC pause frame transmission rate per interface
Correct Answer: D 🗳️
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