HP HPE7-S02 - Advanced HPE Compute Integrator Solutions Written Exam

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HP HPE7-S02 Exam Syllabus Topics:

HP Advanced HPE Compute Integrator Solutions Written Sample Questions:

1. An AI team is using Spark Applications to analyze and format data for AI fine-tuning. The team would like to automate running the applications in a series.
Which component of HPE AI Essentials can help?

A) MLflow
B) Ray Tune
C) Airflow
D) Katib

2. An HPE Private Cloud AI customer wants to prevent Airflow from consuming too many resources on the cluster.
What is one approach you can take to fulfill this request?

A) From the Airflow UI, reduce the memory and CPU for executor pods.
B) Configure the Airflow framework to enable autoscaling.
C) From the Airflow UI, reduce the number of slots assigned to the default pool.
D) Configure the Airflow framework values to adjust the resources assigned to the executor pods.

3. An HPE Private Cloud AI customer wants to eliminate the certificate errors that show when users access HPE AI Essentials. The customer has created a certificate signed by their CA to replace the current certificate. The customer has given you the certificate file, private key file, and CA certificate file.
How should you install this certificate?

A) Create a CertificateIssuer that references the CA certificate in the HPE AI Essential cert-manager namespace. Then create an ingress-cert certificate based on the provided certificate and private key in the istio-system namespace.
B) Log into the Keycloak interface using the credentials stored in the HPE AI Essentials ezaddon-system namespace. Upload the certificate, private key, and CA certificate files in the "ua" realm.
C) Delete the current "ingress-cert" certificate and secret in the HPE AI Essentials istio-system namespace.Add a new "ingress-cert" secret in this namespace referencing the provided files.
D) Use the HPE Private Cloud AI interface to access the VM that hosts the HPE AI Essentials UI. Install the certificate, private key, and CA certificate on that VM.

4. A hospital wants to fine-tune an LLM on their own dataset. However, the data needs to have sensitive information redacted.
Duplicate records also need to be cleaned up.
What can the customer use to achieve this goal?

A) MLflow
B) NeMo Curator
C) Katib
D) NeMo Customizer

5. A customer has HPE Cray XD systems, an HPE Slingshot network that includes HPE Slingshot Fabric Manager, HPE Performance Cluster Manager (HPCM), HPE Slingshot AIOps Software, and SchedMD Slurm.
Which tool provides heatmaps and interactive topologies that help you find trouble spots in the network performance?

A) HPCM
B) HPE Slingshot AIOps software
C) HPE Slingshot Fabric Manager
D) SchedMD Slurm

Solutions: