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SAP Certified Professional - Solution Architect - SAP BTP Sample Questions (Q16-Q21):

NEW QUESTION # 16
Which of the following are process steps in serving up a model in SAP AI Core? Note: There are 2 correct answers to this question.

A. Make an inference
B. Create an Al Launchpad instance
C. Register the Input Dataset
D. Prepare the data

Answer: A,B

Explanation:
When serving up a model in SAP AI Core, the process includes the following key steps:
* Create an AI Launchpad Instance (B):
* AI Launchpad serves as the interface to manage and deploy machine learning models in SAP AI Core.
* It is a required step to orchestrate and monitor AI model serving.
* Make an Inference (C):
* Once the model is deployed, making inferences involves providing input data and receiving predictions or results from the deployed model.
* Other Options:
* A (Prepare the Data): This is a prerequisite task for model training but not directly part of serving a deployed model.
* D (Register the Input Dataset): Relevant during the training phase but not a step in serving the model.
References:
* SAP AI Core Documentation
* SAP AI Launchpad Overview

NEW QUESTION # 17
A company is struggling with organizing and managing their dat
a. Their data is distributed across many databases and datastores. The data structures are also very inconsistent. They need harmonized aggregated data to be used as the basis of advanced highly summarized reports for senior executives. They prefer to use the latest SAP solutions.
Which of the following solutions would you recommend?

A. SAP Datasphere
B. SAP Analytics Cloud
C. SAP HANA Cloud
D. SAP HANA Cloud, data lake

Answer: A

NEW QUESTION # 18
Given the following use case parameters:
*End users will need to restart messages in SAP S/4HANA using SAP AIF
*End users will need to change message payload in SAP S/4HANA using SAP AIF
*Clean core integration principles are to be applied.
Which of the following could be used as an "adapter" in the attached diagram? Note: There are 2 correct answers to this question.

A. ODATA
B. SOAP
C. HTTP
D. IDOC

Answer: B,D

Explanation:
For the given use case, where SAP Application Interface Framework (AIF) in SAP S/4HANA is used for message monitoring, error handling, and payload modifications while adhering to clean core principles, the adapters need to support structured message exchange and integration.
* SOAP Adapter (A):
* SOAP is widely supported by SAP AIF for synchronous and asynchronous message communication.
* It allows structured message payloads and is commonly used for integrating SAP systems, especially in scenarios requiring reliable message transmission.
* IDOC Adapter (C):
* IDocs (Intermediate Documents) are a core SAP technology for asynchronous message exchange between SAP systems.
* SAP AIF natively supports IDoc monitoring and modification, making it a suitable choice for clean core integration.
* Why Not ODATA (B) or HTTP (D)?
* ODATA: Primarily used for RESTful communication, but it is less suitable for managing structured payloads in AIF-based error handling.
* HTTP: Used for lightweight API integration but lacks robust support for structured messages and error processing in AIF.
References:
* SAP AIF Documentation
* SAP Integration Suite Adapters Overview

NEW QUESTION # 19
In which phase of the SAP Integration Solution Advisory Methodology is a technology mapping of customer use cases and SAP BTP integration services produced (for an example of a solution architecture blueprint, see the attached diagram)?

A. Design your hybrid integration platform
B. Enable a practice of empowerment
C. Define integration best practices
D. Assess your integration strategy

Answer: A

Explanation:
The technology mapping of customer use cases and SAP BTP integration services is produced during the
"Design your hybrid integration platform" phase of the SAP Integration Solution Advisory Methodology (ISA- M). This phase focuses on aligning customer-specific integration scenarios with the available integration capabilities provided by SAP Business Technology Platform (BTP).
Key activities in this phase include:
* Mapping Use Cases to SAP BTP Services:This involves evaluating the customer's integration requirements and determining how they align with the integration services offered by SAP BTP (e.g., SAP Integration Suite, APIs, or event-driven services). For example, in the attached diagram, integration services such as the Integration Advisor, Trading Partner Management, and APIs are mapped to specific customer needs.
* Defining Solution Architecture Blueprints:Based on the mapped use cases, solution architects create integration blueprints that guide the technical implementation. These blueprints show how components like message mappings, B2B scenarios, and runtime environments in SAP BTP can be used effectively.
* Hybrid Integration Strategy:This phase also emphasizes designing an architecture that supports both cloud and on-premise integrations, leveraging the capabilities of SAP BTP.
* SAP Integration Solution Advisory Methodology (ISA-M): The ISA-M framework defines the "Design your hybrid integration platform" phase as the stage where organizations formalize their technical architecture by combining customer use cases with SAP BTP services.
* SAP Integration Suite Guide: This guide outlines the use of Integration Suite components like Integration Advisor and Trading Partner Management, which are referenced in the diagram.
* Solution Architecture Methodology: This course details how to produce solution architecture blueprints as part of integration platform design.
SAP Documentation References:This phase (option C) is critical for ensuring that customer requirements are implemented using the best practices and services offered by SAP BTP.

NEW QUESTION # 20
Applications on a customer's Marketing subaccount continuously crash due to insufficient memory.
At the global account level, what can you use to allocate more memory to the Marketing subaccount?

A. Service Assignment
B. Entitlement
C. Entity Assignment
D. Quota

Answer: D

NEW QUESTION # 21
......

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