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Exam Certified Data Architect topic 1 question 15 discussion

Actual exam question from Salesforce's Certified Data Architect
Question #: 15
Topic #: 1
[All Certified Data Architect Questions]

Northern Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org. NTO also owns several secondary orgs that the service, finance, and marketing teams work out of. At the moment, there is no integration between central and secondary orgs, leading to data visibility issues.
Moving forward, NTO has identified that a hub-and-spoke model is the proper architecture to manage its data, where the central org is the hub and the secondary orgs are the spokes.
Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

  • A. A middleware solution that extracts and distributes data across both the hub and spokes.
  • B. Develop custom APIs to poll the spoke org for change data and push into the hub org.
  • C. Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
  • D. A backup and archive solution that extracts and restores data across orgs.
Show Suggested Answer Hide Answer
Suggested Answer: A 🗳️
by ksho at Sept. 15, 2023, 1:27 a.m.

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ksho
Highly Voted 1 year, 2 months ago
Selected Answer: A
A - a middleware tool makes the most sense so that index matching to minimize duplictes can be done and rules of master data can be followed. Polling is a dated solution (resource expensive) with CDC becoming available. A backup/restore solution isn't appropriate here due to Ids being different in the various orgs.
upvoted 5 times
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ETH777
Most Recent 10 months, 3 weeks ago
Selected Answer: A
Not B - Polling can be inefficient and resource-intensive. Also, requires significant development effort and maintenance overhead. Not C - Places the burden of data synchronization on the central org. Not D - Not designed for real-time data synchronization and distribution.
upvoted 2 times
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