Types of Real Cisco 300-640 Exam Questions

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| Section | Objectives |
|---|
| Compute and Storage for AI Infrastructure | - Compute architecture
- 1. HPC-style scaling considerations
- 2. GPU-based compute nodes
- Storage systems
- 1. Distributed storage concepts
- 2. High-throughput storage for AI training data
|
| AI Infrastructure Deployment and Operations | - Deployment models
- 1. On-premises AI clusters
- 2. Hybrid AI infrastructure integration
- Operations and lifecycle management
- 1. Monitoring and observability
- 2. Performance tuning and optimization
|
| Data Center AI Infrastructure Fundamentals | - AI/ML workload requirements in data centers
- 1. Data pipeline and workload characteristics
- 2. Compute, GPU, and acceleration concepts
|
| Security and Governance in AI Data Centers | - Infrastructure security
- 1. Secure access to AI workloads
- 2. Network segmentation and policy enforcement
|
| 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 Nexus platform concepts
- 2. Cisco ACI integration concepts
|
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Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions (Q16-Q21):
NEW QUESTION # 16
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. PFC pause frame transmission rate per interface
- B. spanning tree topology change notifications
- C. VXLAN tunnel packet encapsulation rate
- D. BGP EVPN route count per leaf switch
Answer: A
Explanation:
PFC pause frame transmission rate is the key congestion indicator for lossless Ethernet fabrics used by AI training workloads. A high or increasing pause frame rate shows that interfaces are experiencing congestion and applying flow control, which can directly affect GPU-to-GPU communication performance in a HyperFabric AI environment.
NEW QUESTION # 17
A network architect designs connectivity for a new Cisco AI POD operating in Intersight Managed Mode. To ensure high availability and aggregate bandwidth for external network traffic, a port channel must be established using multiple 100 GbE uplink ports on the fabric interconnects to connect to the upstream core switch infrastructure. Which specific policy, applied through the domain profile, must be modified to define and configure this port channel on the fabric interconnects for the desired uplink connectivity?
- A. port policy
- B. network connectivity policy
- C. LAN connectivity policy
- D. Ethernet network group
Answer: A
Explanation:
In Cisco Intersight Managed Mode, fabric interconnect port roles and uplink port channels are defined in the port policy associated with the UCS domain profile. Modifying the port policy allows the engineer to configure multiple 100 GbE uplink ports as a port channel for aggregated bandwidth and high availability toward the upstream network.
NEW QUESTION # 18
What is a purpose of Cisco AI PODs?
- A. to offer a flexible AI infrastructure focused on inferencing workloads with optional training capabilities
- B. to provide a turnkey, full-stack infrastructure for AI training, fine-tuning, and inferencing
- C. to enable AI lifecycle management through cloud-native software with hardware support limited to compute servers
- D. to deliver modular AI hardware components that can be integrated with third-party software platforms
Answer: B
Explanation:
Cisco AI PODs are designed as integrated, validated full-stack infrastructure solutions that combine compute, networking, storage, and management capabilities to support AI training, fine- tuning, and inferencing workloads with faster deployment and operational consistency.
NEW QUESTION # 19
A server administrator must monitor the performance and utilization of GPUs in Cisco UCS servers running AI workloads. Which two metrics must be used in Cisco Intersight to accomplish these goals? (Choose two.)
- A. Active CPU Utilization
- B. GPU Memory Utilization
- C. Insights
- D. Explorer
- E. Monitor
Answer: A,B
Explanation:
Cisco Intersight performance monitoring uses resource utilization metrics to identify bottlenecks in AI workloads. Active CPU utilization shows whether host processing is limiting workload execution, while GPU memory utilization shows how effectively GPU memory is being consumed during model processing and training or inference tasks.
NEW QUESTION # 20
An engineer is deploying a Cisco AI POD environment to support large-scale AI workloads. The solution must provide a software-defined storage platform with a Disaggregated Shared- Everything architecture, allow compute nodes to run on Cisco UCS C225 M8 servers managed through Cisco Intersight, and deliver exabyte-scale, all-flash performance with integrated high- speed RDMA and GPU Direct Storage capabilities. Which solution meets the requirements?
- A. NetApp All-Flash FAS (AFF)
- B. Pure Storage FlashBlade
- C. VAST Data Universal Storage
- D. Local NVMe SSDs within each GPU server
Answer: C
Explanation:
VAST Data Universal Storage provides a software-defined, disaggregated shared-everything storage architecture designed for AI-scale workloads. It supports Cisco UCS-based deployments managed through Intersight and delivers high-performance all-flash storage with RDMA and GPU Direct Storage capabilities for large-scale AI training, fine-tuning, and inference environments.
NEW QUESTION # 21
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