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Cisco 300-640 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Infrastructure Deployment and Data Management | 30% | - Implement data management and lifecycle for AI workloads - Integrate AI frameworks and applications with Cisco infrastructure - Deploy and manage AI infrastructure with orchestration tools - Configure compute and storage using Cisco UCS: profiles, policies, Intersight - Configure high-performance networks for AI: Cisco Nexus, NDFC, lossless fabrics |
| Topic 2: AI Infrastructure Fundamentals | 20% | - Describe AI use cases in data center environments - Explain Cisco AI infrastructure solutions and portfolio - Describe AI and machine learning concepts - Describe core components of AI infrastructure: network, compute, storage, orchestration, monitoring - Describe types of AI infrastructure: on-premises, cloud, hybrid, edge |
| Topic 3: AI Infrastructure Components and Architecture | 30% | - Evaluate power, cooling, and efficiency requirements - Evaluate hybrid and multi-cloud AI integration - Evaluate network requirements for AI workloads: bandwidth, latency, congestion control, RoCEv2, QoS - Evaluate storage requirements: capacity, performance, data pipelines, distributed architectures - Evaluate compute requirements: CPU, GPU, NVLink, virtualization, containerization, scalability |
| Topic 4: AI Infrastructure Operations and Troubleshooting | 20% | - Troubleshoot network, compute, storage, and orchestration issues - Implement performance benchmarking and validation - Manage health, logs, and events - Monitor infrastructure: Nexus Dashboard, Intersight, telemetry, alerts - Optimize performance, security, and reliability |
Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:
Which function is provided through natural language processing?
- A. compression of large configuration files for storage efficiency
- B. annotation of data transmission protocols for device authorization
- C. automated conversion of spoken or written content into structured data
- D. filtration of duplicate entries from transaction records
Correct Answer: C 🗳️
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
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. Deploy separate physical networks for each project with dedicated switches and cross-connects to shared storage.
- B. Configure QoS-based traffic steering with separate DSCP markings per project and policy-based routing to shared storage.
- C. Use VXLAN with separate VNIs per project and Group Policy Option to control granular access to shared storage.
- D. Implement port-based VLANs for each project with router ACLs controlling storage access at the distribution layer.
Correct Answer: C 🗳️
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What describes inference traffic patterns in AI deployments?
- A. optimizes data storage solutions for data lakes
- B. simplifies complex neural network architectures
- C. eliminates the need for data preparation
- D. provides real-time decision making
Correct Answer: D 🗳️
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
A network engineer is deploying an AI training fabric using Cisco Nexus switches with RoCEv2 enabled. During testing, packet drops occur when traffic bursts exceed buffer capacity. Which feature should be configured to minimize congestion and improve lossless Ethernet performance for GPU traffic?
- A. Priority Flow Control
- B. Storm Control
- C. BPDU Guard
- D. DHCP Snooping
Correct Answer: A 🗳️
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A Cisco AI cluster requires segmentation between multiple research teams sharing the same physical infrastructure. Which solution provides scalable tenant isolation?
- A. VLAN-only design
- B. Static NAT
- C. VXLAN overlays
- D. Hub-and-spoke WAN
Correct Answer: C 🗳️
Explanation: Only visible for ActualVCE members. You can sign-up / login (it's free).
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