Data-Architect Quizfragen Und Antworten, Data-Architect Zertifizierung

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Topic 1: Data Modeling and Database Design	- Data modeling concepts 1. Normalization and denormalization strategies 2. Relational vs. non-relational data design - Salesforce data model design 1. Standard and custom objects usage 2. Schema design for scalability
Topic 2: Data Integration	- Salesforce integration tools 1. MuleSoft and REST/SOAP APIs 2. Platform events and change data capture - Integration patterns 1. ETL vs real-time integration 2. API-based integration strategies
Topic 3: Master Data Management (MDM)	- MDM architecture 1. Golden record design 2. Data synchronization approaches
Topic 4: Data Governance and Management	- Data quality management 1. Data validation rules 2. Deduplication strategies - Security and compliance 1. Data access controls 2. Regulatory compliance considerations
Topic 5: Large Data Volume and Performance	- Scalability considerations 1. Indexing and query optimization 2. Bulk data processing strategies

>> Data-Architect Quizfragen Und Antworten <<

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Salesforce Certified Data Architect Data-Architect Prüfungsfragen mit Lösungen (Q257-Q262):

257. Frage
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

A. Load all data after deferring sharing calculations.
B. Load all data using external IDs to link to parent records.
C. Calculate summary values instead of Roll-Up by using triggers.
D. Calculate summary values instead of Roll-Up by using workflow.

Antwort: A

Begründung:
According to the exam guide, one of the objectives is to " describe the use cases and considerations for deferring sharing calculations " 1 . This implies that option A is the correct way to load large amounts of data into Salesforce without affecting performance and data integrity. Deferring sharing calculations allows the data to be loaded first and then the sharing rules to be applied later 2 . Option B is not correct because workflows are not recommended for calculating summary values, as they can cause performance issues and data skew 3 . Option C is not correct because triggers are also not recommended for calculating summary values, as they can cause governor limit errors and data inconsistency. Option D is not correct because external IDs are used to link records from different systems, not to improve data loading performance.

258. Frage
A customer is facing locking issued when importing large data volumes of order records that are children in a master-detail relationship with the Account object. What is the recommended way to avoid locking issues during import?

A. Change the relationship to Lookup and update the relationship to master-detail after import.
B. Import Order records and Account records separately and populate AccountID in orders using batch Apex.
C. Import Account records first followed by order records after sorting order by OrderID.
D. Import Account records first followed by order records after sorting orders by AccountID.

Antwort: D

259. Frage
Universal Containers is looking to use Salesforce to manage their sales organization. They will be migrating legacy account data from two aging systems into Salesforce. Which two design considerations should an architect take to minimize data duplication? Choose 2 answers

A. Import the data concurrently.
B. Clean data before importing to Salesforce.
C. Use Salesforce matching and duplicate rules.
D. Use a workflow to check and prevent duplicates.

Antwort: B,C

260. Frage
Universal Containers (UC) has a requirement to create an Account plan object that is related to the Account object. Each Account plan needs to have an Account object, but the accessibility requirement of the Account plan is different from the Account object. What should an Architect recommend?

A. Create an account plan object with a lookup relations to Account without any validation rules to enforce the Account association.
B. Create a custom account plan object as detail with Account as master with additional sharing rules to allow access.
C. Create an account plan object with a lookup relationship to Account with validation rules to enforce the Account association.
D. Create a custom account plan object as detail with Account as mater in a master-detail relationship.

Antwort: C

261. Frage
Northern Trail Outfitters is concerned because some of its data is sensitive and needs to be identified for access.
What should be used to provide ways to filter and identify the sensitive data?

A. Define data classification metadata.
B. Custom checkbox denoting sensitive data.
C. Define data grouping metadata.
D. Implement field-level security.

Antwort: A

Begründung:
According to the official Salesforce guide 1 , data classification metadata is a feature that allows administrators to classify data fields based on their sensitivity level, such as confidential, restricted, or general. Data classification metadata can be used to filter and identify sensitive data fields and apply appropriate security measures, such as encryption, masking, or auditing. Option D is the correct answer because it suggests using data classification metadata to provide ways to filter and identify sensitive data.
Option A is incorrect because data grouping metadata is not a feature in Salesforce. Option B is incorrect because field-level security is a feature that controls the visibility and editability of fields based on user profiles or permission sets, but it does not provide ways to filter and identify sensitive data. Option C is incorrect because creating a custom checkbox denoting sensitive data is not a scalable or reliable solution, as it requires manual maintenance and does not enforce any security measures.

262. Frage
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