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| Section | Objectives |
|---|
| Salesforce Data Model and Platform Capabilities | - Relationships and schema design - Standard and custom objects - Reporting and analytics considerations
|
| Data Integration | - ETL vs ELT strategies - Integration patterns in Salesforce - API-based integration approaches
|
| Data Migration | - Data cleansing and transformation - Data migration strategies and planning
|
| Data Architecture and Design | - Handling large data volume and scalability considerations - Data modeling best practices in Salesforce - Conceptual and logical data modeling
|
| Data Management | - Master data management (MDM) concepts - Data quality management - Data governance principles
|
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Salesforce Certified Platform Data Architect Sample Questions (Q119-Q124):
NEW QUESTION # 119
Universal Containers has millions of rows of data in Salesforce that are being used in reports to evaluate historical trends. Performance has become an issue, as well as data storage limits.
Which two strategies should be recommended when talking with stakeholders?
- A. Combine Analytics Snapshots with a purging plan by reporting on the snapshot data and deleting the original records.
- B. Use Data Loader to extract data, aggregate it, and write it back to a custom object, then delete the original records.
- C. Configure the Salesforce Archiving feature to archive older records and remove them from the data storage limits.
- D. Use scheduled batch Apex to copy aggregate information into a custom object and delete the original records.
Answer: C,D
Explanation:
Using scheduled batch Apex to copy aggregate information into a custom object and delete the original records can improve the performance and reduce the data storage limits by removing unnecessary data and keeping only the summary data that is needed for reporting. Configuring the Salesforce Archiving feature to archive older records and remove them from the data storage limits can also help with performance and storage issues by moving historical data to a separate system that is still accessible but does not affect the operational data
NEW QUESTION # 120
Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
- Access to customer information based on record ownership
- Ability for customers to request removal of their information from
Salesforce
- Prevent users from accessing Salesforce from outside company network
(virtual private network, or VPN)
What should a data architect recommend to address these requirements?
- A. Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
- B. Allow users access to Salesforce through a custom web application hosted within VPN.
- C. Implement Salesforce shield with Event Monitoring to address the requirement.
- D. Contact Salesforce support to restrict access only with VPN and other requirements
Answer: A
Explanation:
IP restrictions can be used to prevent users from accessing Salesforce from outside the company network or VPN. According to this article, sharing settings can be used to control access to customer information based on record ownership. According to this article, custom Apex can be used to support customer requests for removal of their information from Salesforce.
NEW QUESTION # 121
UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error. What tool should a data architect use to identify why the query is taking too long?
- A. Use salesforce's query optimizer to analyze the query in the developer console.
- B. Enable and use the query plan tool in the developer console.
- C. Use Splunk to query the system logs looking for transaction time and CPU usage.
- D. Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.
Answer: B
Explanation:
According to the Salesforce documentation, the query plan tool is a tool that can be enabled and used in the developer console to analyze the performance of a SOQL query. The query plan tool shows the cost, cardinality, sObject type, and relative cost of each query plan that Salesforce considers for a query. The relative cost indicates how expensive a query plan is compared to the Force.com query optimizer threshold. A query plan with a relative cost above 1.0 is likely to cause a time-out error.
To identify why the query is taking too long, a data architect should use the query plan tool in the developer console (option B). This way, the data architect can see which query plan is chosen by Salesforce and how it affects the performance of the query. The data architect can also use the query plan tool to optimize the query by adding indexes, filters, or limits to reduce the cost and improve the efficiency of the query.
NEW QUESTION # 122
Universal Containers (UC) has 1,000 accounts and 50,000 opportunities. UC has an enterprise security requirement to export all sales data outside of Salesforce on a weekly basis. The security requirement also calls for exporting key operational data that includes events such as file downloads, logins, logouts, etc. Which two recommended approaches would address the above requirement?
- A. Use a custom built extract job to extract operational data to on-premise systems.
- B. Use Weekly Export to extract transactional data to on-premise systems.
- C. Use Field Audit History to capture operational data and extract it to on-premise systems.
- D. Use Event Monitoring to extract event data to on-premise systems.
Answer: B,D
Explanation:
Using Weekly Export to extract transactional data to on-premise systems and using Event Monitoring to extract event data to on-premise systems are two recommended approaches that would address the security requirement of UC. Weekly Export is a built-in feature that allows UC to download a zip file of their Salesforce data on a weekly basis. Event Monitoring is a tool that allows UC to access detailed information about various events that occur in their Salesforce org, such as logins, logouts, file downloads, etc.
NEW QUESTION # 123
Universal container (UC) would like to build a Human resources application on Salesforce to manage employee details, payroll, and hiring efforts. To adequately and store the relevant data, the application will need to leverage 45 custom objects. In addition to this, UC expects roughly
20,00 API calls into Salesfoce from an n-premises application daily. Which license type should a data architect recommend that best fits these requirements?
- A. Lightning Platform plus
- B. Service Cloud
- C. Lightning External Apps Starts
- D. Lightning platform Start
Answer: A
Explanation:
Lightning Platform Plus is the license type that best fits UC's requirements, as it allows up to 50 custom objects and 40,000 API calls per user per 24-hour period. Service Cloud does not provide enough custom objects or API calls. Lightning Platform Start only allows up to 10 custom objects and 5,000 API calls per user per 24-hour period. Lightning External Apps Start is for external users and does not provide enough API calls.
NEW QUESTION # 124
......
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