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NVIDIA AI Operations Sample Questions (Q66-Q71):

NEW QUESTION # 66
You're deploying BCM on a multi-tenant Kubernetes cluster. How should you configure BCM to ensure that each tenant only has access to the GPUs allocated to their respective namespaces?

A. Manually assign GPUs to tenants using the 'nvidia-smi' command and update BCM's configuration to reflect these assignments.
B. Utilize Kubernetes resource quotas to limit GPU usage per namespace and configure BCM with namespace-specific service accounts with appropriate RBAC permissions.
C. Configure BCM with a global service account that has cluster-admin privileges.
D. Configure BCM to use the nodeSelector field in pod specifications to restrict jobs to specific GPUs based on tenant ownership.
E. Deploy a separate BCM instance for each tenant, each configured to manage a specific subset of GPU nodes.

Answer: B

Explanation:
Using Kubernetes resource quotas enforces limits on GPU usage per namespace. Configuring BCM with namespace-specific service accounts and appropriate RBAC permissions ensures that BCM only has access to resources within those namespaces. This approach provides the necessary isolation and resource management for a multi-tenant environment. A global service account would grant excessive permissions. Deploying separate BCM instances adds unnecessary complexity. NodeSelectors control pod placement but don't enforce resource quotas. Manually assigning GPUs is not scalable or manageable.

NEW QUESTION # 67
A Slurm user needs to submit a batch job script for execution tomorrow.
Which command should be used to complete this task?

A. srun -begin=tomorrow
B. salloc -begin=tomorrow
C. submit -begin=tomorrow
D. sbatch -begin=tomorrow

Answer: D

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
In Slurm cluster administration, the command to submit a batch job script is sbatch. This command schedules the job to be executed by the Slurm workload manager. The option -begin=tomorrow (or --begin=tomorrow) specifies the start time for the job execution, which in this case is set for tomorrow. The other commands have different purposes:
* submit is not a valid Slurm command.
* salloc is used to allocate resources interactively but does not submit batch jobs for scheduled execution.
* srun runs jobs immediately on allocated resources but is typically used to launch tasks in an active job or interactively, not for batch job submission.
Therefore, the correct command to submit a batch job script for future execution is sbatch -begin=tomorrow.

NEW QUESTION # 68
You are deploying a DOCA-based Intrusion Detection System (IDS) on a BlueField-3 DPU. The IDS needs to analyze network traffic in real-time to detect malicious activity. Which of the following DOCA services would be most suitable for implementing the core functionality of the IDS, and how would you configure them?

A. DOCA RegEx: Implement regular expression matching to identify complex patterns within the network traffic, such as malware signatures or exploit attempts. Configure RegEx rules based on known threat patterns.
B. DOCA Telemetry: Collect network traffic statistics and flow information using DOCA Telemetry. Analyze the collected data to identify anomalies or suspicious behavior that may indicate malicious activity.
C. DOCA DPI: Utilize DOCA DPI to perform deep packet inspection and identify malicious patterns or signatures within the network traffic. Configure DPI rules based on known threat intelligence feeds and custom signatures.
D. DOCA Comm Channel: Communicate the detected intrusions with host server for the purpose of logging.
E. DOCA Flow: Define flow rules to match specific network traffic patterns associated with malicious activity, such as suspicious ports or protocols. Trigger actions such as logging, dropping, or redirecting the traffic for further analysis.

Answer: A,C,E

Explanation:
DOCA DPI, DOCA Flow, and DOCA RegEx are all valuable services for implementing an IDS. DOCA DPI performs deep packet inspection, DOCA Flow matches specific traffic patterns, and DOCA RegEx identifies complex patterns. Telemetry is used for monitoring, and comm channel is for communication. Configuring them with threat intelligent feeds is necessary.

NEW QUESTION # 69
A user is attempting to use the 'srun' command to launch an interactive job on a node with a specific GPU UUID, but they are encountering errors. The user is providing the following command, but it is not working:
srun --gres=gpu:uuid:GPU-UUID-HERE--pty bash
What could be a potential issue why the command is not working?

A. All of the above
B. The specified GPU UUID does not exist or is not correctly configured on the target node.
C. The user does not have the necessary permissions to access the specified GPU.
D. The version of Slurm installed is too old to support specifying GPU UUIDs with 'srun'.
E. The node is currently in a DOWN or DRAINED state.

Answer: A

Explanation:
All given options are correct and must be checked, since the user is providing UUID of the GPU, and it may not work due to any of these reasons.

NEW QUESTION # 70
You are tasked with deploying a multi-tenant AI cluster using Base Command Manager (BCM). How would you best isolate tenant workloads to ensure security and resource utilization?

A. Rely solely on user authentication and authorization for workload isolation.
B. Deploy individual VMS for each tenant's workloads, managed directly by BCM.
C. Utilize Kubernetes namespaces and resource quotas within a single cluster.
D. Create separate physical clusters for each tenant.
E. Use Docker containers without resource limits, relying on the OS to manage resources.

Answer: C

Explanation:
Kubernetes namespaces provide a logical separation of resources within a single cluster. Resource quotas limit the amount of resources that a namespace can consume, providing isolation and preventing one tenant from monopolizing resources. Creating separate clusters is costly. User authentication/authorization isn't sufficient alone for resource isolation.

NEW QUESTION # 71
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NVIDIA NCP-AIO Reliable Test Materials & NCP-AIO Exam Certification

NCP-AIO Exam Certification | NCP-AIO Latest Dumps Free

NVIDIA AI Operations Sample Questions (Q66-Q71):

Marvelous NVIDIA NCP-AIO Reliable Test Materials Are Leading Materials & Verified NCP-AIO: NVIDIA AI Operations