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Cisco 300-640 guide torrent - Implementing Cisco Data Center AI Infrastructure

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300-640 guide torrent
  • Exam Code: 300-640
  • Exam Name: Implementing Cisco Data Center AI Infrastructure

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Cisco 300-640 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 2: Security and Governance in AI Data Centers- Infrastructure security
      • 1. Secure access to AI workloads
        • 2. Network segmentation and policy enforcement
          Topic 3: AI Infrastructure Deployment and Operations- Deployment models
          • 1. Hybrid AI infrastructure integration
            • 2. On-premises AI clusters
              - Operations and lifecycle management
              • 1. Monitoring and observability
                • 2. Performance tuning and optimization
                  Topic 4: Data Center Networking for AI Workloads- High-performance fabric design
                  • 1. Leaf-spine architecture in AI environments
                    • 2. Low-latency switching and routing considerations
                      - Cisco Data Center networking technologies
                      • 1. Cisco ACI integration concepts
                        • 2. Cisco Nexus platform concepts
                          Topic 5: Compute and Storage for AI Infrastructure- Storage systems
                          • 1. Distributed storage concepts
                            • 2. High-throughput storage for AI training data
                              - Compute architecture
                              • 1. HPC-style scaling considerations
                                • 2. GPU-based compute nodes

                                  Cisco Implementing Cisco Data Center AI Infrastructure Sample Questions:

                                  1. What is the process involved in workload scheduling for AI environments?

                                  A) optimization of licensing structures for compliance
                                  B) aggregation of device statistics for reporting
                                  C) generation of backup images for restoration operations
                                  D) assignment of tasks to compute elements for optimized performance


                                  2. A financial company plans to deploy an AI training and inference infrastructure to support its customers. The team must use a solution that provides 96 GPUs, aligns with NVIDIA-compliant reference architectures, and enables cloud-based management of the entire on-premises network environment. Which Cisco solution meets the requirements?

                                  A) Cisco HyperFabric AI Medium AI Cluster with Cisco 6000 switches and AI servers on premises
                                  B) Cisco HyperFabric AI Small AI Cluster with Cisco 6000 switches and AI servers on premises
                                  C) Cisco Intersight AI fabric with Nexus 9000 switches and AI servers on premises
                                  D) Cisco Nexus Dashboard deployed in AWS or Azure with Nexus 9000 switches and AI servers on premises


                                  3. 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


                                  4. 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) Local NVMe SSDs within each GPU server
                                  B) NetApp All-Flash FAS (AFF)
                                  C) Pure Storage FlashBlade
                                  D) VAST Data Universal Storage


                                  5. During validation testing, an engineer observes microbursts causing packet drops on GPU uplinks. Which monitoring capability best detects short-duration congestion events?

                                  A) Streaming telemetry with high-frequency sampling
                                  B) NetFlow with hourly exports
                                  C) Daily syslog review
                                  D) Manual CLI inspection once per week


                                  Solutions:

                                  Question # 1
                                  Answer: D
                                  Question # 2
                                  Answer: B
                                  Question # 3
                                  Answer: C
                                  Question # 4
                                  Answer: D
                                  Question # 5
                                  Answer: A

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