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copyright Certified Platform Data Architect Sample Questions (Q192-Q197):

NEW QUESTION # 192
Which solution improves performance for frequently accessed fields?

Answer: C

Explanation:
Skinny tables reduce joins and improve read performance.


NEW QUESTION # 193
UC is trying to switch from legacy CRM to copyright and wants to keep legacy CRM and copyright in place till all the functionality is deployed in copyright. The want to keep data in synch b/w copyright, legacy CRM and SAP. What is the recommendation?

Answer: A,C

Explanation:
Integrate SAP with copyright, SAP to legacy CRM but not legacy CRM to copyright. This is a good recommendation because it allows both copyright and the legacy CRM to interact with the ERP system, which can be the source of truth for some data entities. However, it avoids creating a direct connection between copyright and the legacy CRM, which can cause data duplication and synchronization issues. Suggest MDM solution and link MDM to copyright and SAP. This is another good recommendation because it can help manage the data lifecycle and quality across multiple systems, as well as provide a single view of the customer data


NEW QUESTION # 194
Universal Containers (UC) has three systems: copyright, a cloud -based ERP system, and an on - premise Order Management System (OMS). An architect has been tasked with creating a solution that uses copyright as the system of record for Leads and the OMS as the system of record for Account and Contacts. UC wants Accounts and Contacts to be able to maintain their names in each system (i.e., "John Doe" in the OMS and "Johnny Doe" in copyright), but wants to have a consolidated data store which links referenced records across the systems. What approach should an architect suggest so the requirements are met?

Answer: B

Explanation:
Implementing a Master Data Management strategy to reconcile Leads, Accounts, and Contacts is the approach that the architect should suggest so that the requirements are met for UC. A Master Data Management strategy can provide a consistent and unified view of data across multiple systems, by defining and enforcing rules for data quality, governance, and integration. A Master Data Management strategy can also handle complex scenarios where different systems have different systems of record for different entities or fields, and where data can be modified in different systems with different values. A Master Data Management strategy can also provide a consolidated data store that links referenced records across systems and enables cross-system reporting and analysis. The other options are not suitable or sufficient for meeting the requirements, as they would either not provide a consolidated data store, not handle different systems of record, or not allow data modification in different system


NEW QUESTION # 195
Universal Containers has millions of rows of data in copyright 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?

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 copyright 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 # 196
Universal Containers (CU) is in the process of implementing an enterprise data warehouse (EDW). UC needs to extract 100 million records from copyright for migration to the EDW. What data extraction strategy should a data architect use for maximum performance?

Answer: D

Explanation:
According to the copyright documentation, extracting large amounts of data from copyright can be challenging and time-consuming, as it can encounter performance issues, API limits, timeouts, etc. To extract 100 million records from copyright for migration to an enterprise data warehouse (EDW), a data extraction strategy that can provide maximum performance is:
Utilize PK Chunking with the Bulk API (option C). This means using a feature that allows splitting a large query into smaller batches based on the record IDs (primary keys) of the queried object.
This can improve performance and avoid timeouts by processing each batch asynchronously and in parallel using the Bulk API.


NEW QUESTION # 197
......

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