New Latest Braindumps 300-640 Book 100% Pass | Valid 300-640 Exam Guide Materials: Implementing Cisco Data Center AI Infrastructure

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| Section | Objectives |
|---|
| Topic 1: 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
|
| Topic 2: Security and Governance in AI Data Centers | - Infrastructure security
- 1. Network segmentation and policy enforcement
- 2. Secure access to AI workloads
|
| Topic 3: Data Center Networking for AI Workloads | - Cisco Data Center networking technologies
- 1. Cisco ACI integration concepts
- 2. Cisco Nexus platform concepts
- High-performance fabric design
- 1. Leaf-spine architecture in AI environments
- 2. Low-latency switching and routing considerations
|
| Topic 4: Data Center AI Infrastructure Fundamentals | - AI/ML workload requirements in data centers
- 1. Data pipeline and workload characteristics
- 2. Compute, GPU, and acceleration concepts
|
| Topic 5: 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
|
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Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q47-Q52):
NEW QUESTION # 47
A medical company has existing third-party AI servers and NVMe storage, but they want to purchase Cisco network switches with a cloud managed feature for simplicity. Which solution best meets the requirements?
- A. HyperFabric AI with Cisco 6000 Series Switches and Premier license
- B. Bring Your Own AI (BYO AI) HyperFabric with Cisco 6000 Series Switches and Essentials license
- C. Bring Your Own AI (BYO AI) HyperFabric with Cisco 6000 Series Switches and Premier license
- D. Nexus Dashboard with Nexus 9000 Series Switches and Cloud license
Answer: C
Explanation:
Bring Your Own AI HyperFabric is the best fit when the customer already has third-party AI servers and NVMe storage but wants Cisco 6000 Series switching with simplified cloud-managed fabric operations. The Premier license aligns with the AI-focused HyperFabric use case, while Cisco describes Nexus HyperFabric as a cloud-managed AI infrastructure solution using Cisco
6000 Series switches for AI workloads.
NEW QUESTION # 48
A corporate network administrator manages a HyperFabric AI environment and wants to receive email notifications about assertions in the fabric. The administrator sets up a recipient email endpoint under the notification endpoints in the controller, but notifications are not received.
Which two configurations cause the issue? (Choose two.)
- A. The DNS server IP is not defined in the controller.
- B. The fabric of interest and email endpoint are not configured in the default notification policy.
- C. The email server configuration is not configured using the DNS name.
- D. The recipient email address is not verified by the HyperFabric controller.
- E. The HyperFabric controller cannot reach the email server of the Acme Corporation.
Answer: B,D
Explanation:
Email endpoints must be verified before they can receive HyperFabric notifications, and the endpoint must also be included with the relevant fabric in the notification policy. Creating the email endpoint alone does not activate assertion notifications for a fabric until both of these notification requirements are completed.
NEW QUESTION # 49
Which IP-based storage transport supports flow control between directly connected devices?
- A. Fibre Channel
- B. NVMe/TCP
- C. NVMe/RoCE
- D. iSCSI
Answer: C
Explanation:
NVMe/RoCE uses RDMA over Converged Ethernet and relies on lossless Ethernet behavior, including priority-based flow control between directly connected devices. This makes it suitable for high-performance AI storage traffic that needs low latency and minimal packet loss.
NEW QUESTION # 50
What is the process involved in workload scheduling for AI environments?
- A. aggregation of device statistics for reporting
- B. generation of backup images for restoration operations
- C. assignment of tasks to compute elements for optimized performance
- D. optimization of licensing structures for compliance
Answer: C
Explanation:
Workload scheduling in AI environments assigns jobs or tasks to available compute resources such as CPUs, GPUs, or accelerator nodes to improve utilization, reduce wait time, and optimize overall workload performance.
NEW QUESTION # 51
An administrator configures VXLAN EVPN in a Cisco AI data center fabric. The requirement is to provide Layer 2 adjacency across multiple leaf switches while maintaining scalable control-plane learning. Which protocol fulfills this function?
- A. STP
- B. BGP EVPN
- C. HSRP
- D. OSPF
Answer: B
Explanation:
BGP EVPN provides scalable control-plane MAC and IP route advertisement for VXLAN fabrics.
It eliminates excessive flooding associated with traditional Layer 2 networks and supports efficient multi-tenant AI infrastructures. STP only prevents loops, OSPF is a Layer 3 routing protocol, and HSRP provides gateway redundancy rather than overlay endpoint learning.
NEW QUESTION # 52
......
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