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HP HPE7-S02 Exam Syllabus Topics:

HP Advanced HPE Compute Integrator Solutions Written Sample Questions:

1. HPE Private Cloud AI Users want to run interactive Spark applications from notebook servers running on HPE AI Essentials. What should you do?

A) Create a custom notebook image that supports magic spark commands.
B) Make sure that Livy is installed from the HPE AI Essentials Administration settings for Tools & Frameworks.
C) Ask users to select the image with "spark" in the name when they run a notebook server.
D) Configure the Spark Operator framework from HPE AI Essentials Tools & Frameworks; enable interactive access.

2. 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 help the customer use to achieve this goal?

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

3. An HPE Private Cloud AI customer has a model deployed with HPE Machine Learning Inference Software (MLIS). You have helped the customer further fine-tune that model. Now the customer would like to test the new model by directing 10% of traffic to it. What should you do?

A) Edit the existing deployment and use the advanced options to set up routing rules to the two model versions.
B) Migrate the deployment to KServe and use autoscaling to set the 10% value for the new model.
C) Add a new version of the model to the existing deployment as a canary roll out, setting the desired percentages per version.
D) Create a second deployment with the new model in MLIS. Use HPE Private Cloud AI's Canal service to set up routing rules to each deployment.

4. An organization running a mixed fleet of HPE ProLiant, Synergy, and Alletra storage systems wants predictive analytics and AI-driven recommendations to prevent infrastructure issues before they occur. Which HPE offering should be proposed?

A) HPE iLO Amplifier Pack
B) HPE OneView Global Dashboard
C) HPE InfoSight
D) HPE Insight Remote Support

5. 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) Katib
B) Airflow
C) MLflow
D) Ray Tune

Solutions: