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Exam Code:Data-Architect
Exam Name:Salesforce Certified Data Architect
Certification Provider:Salesforce
Free Question Number:115
Version:v2023-09-04
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# of Questions views:140170
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Recent Comments (The most recent comments are at the top.)

Webb - Jul 17, 2025

I passed Data-Architect exam with high score. The Data-Architect exam questions are valid.

Anjali - Jun 27, 2025

No.# B should be the answer

Anjali - Jun 26, 2025

No.# B and C are correct.

txhai - Mar 28, 2025

No.# B. Use Event Monitoring to extract event data to on-premise systems.
D. Use Weekly Export to extract transactional data to on-premise systems.

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Itay Eshet - Jun 11, 2024

No.# looks like it could be A https://developer.salesforce.com/docs/atlas.en-us.api_asynch.meta/api_asynch/query_compression.htm
but I never got timeouts getting the results

Ramki - Jun 03, 2024

No.# I think C D is correct options

AM - May 31, 2024

No.# BD
use trigger to populate denormalized fields

AM - May 31, 2024

No.# D
bulk API can export data in large volumnes

AM - May 31, 2024

No.# BC
configuration changes means metadata backup using IDE

AM - May 31, 2024

No.# D
backup is not an archiving solution

AM - May 30, 2024

No.# should be B and C.

AM - May 30, 2024

No.# C D E

AM - May 30, 2024

No.# Should be C (but I am still confused as we cannot do this under setup but in object manager). If not C then definitely A where you can make it mandatory on the page layout (only if there is one page layout or make it mandatory on all the page layouts)

Itay Eshet - May 27, 2024

No.# why not c?

Ulysses - May 11, 2024

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Sky - Apr 24, 2024

No.# Shut up test.
Copy-paste all the time.

With Option A you introduce way too much complexity and maintainance. How would you know the behaviour of other system and take responsibility to have it updated in salesforce? and why even?

With Option D External data can be updated in real time and stays fresh after capturing changes with Change Data Capture event notifications in near real-time.
This is not very complex as well. CDC is used for a simple, one-way, outbound, data broadcast from Salesforce. For example, say that an external system wants to receive a broadcast every time a Salesforce account record is created, updated, deleted, or un-deleted.
You can subscribe to change events with CometD, Pub/Sub API, or Apex triggers. CometD is a messaging library that enables listening to events through long polling and simulates push technology. Pub/Sub API is based on gRPC and HTTP/2 and enables clients to control the volume of event messages received. Apex triggers for change events are similar to Apex triggers on platform events....

Susan - Mar 21, 2024

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