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Salesforce Data-Architect (Salesforce Certified Data Architect) Exam is a certification program designed to validate the skills and knowledge of professionals in the Salesforce platform. It is an advanced-level certification test that assesses the abilities of individuals to design and implement complex data architectures and management strategies using Salesforce products and solutions.
Salesforce Certified Data Architect Sample Questions (Q130-Q135):NEW QUESTION # 130
North 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 architect 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. Develop custom APIs to poll the spoke for change data and push into the org.
- B. A backup and archive solution that extracts and restores data across orgs.
- C. Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
- D. A middleware solution that extracts and distributes data across both the hub and spokes.
Answer: D
Explanation:
According to the Salesforce documentation, a hub-and-spoke model is an integration architecture pattern that allows connecting multiple Salesforce orgs using a central org (hub) and one or more secondary orgs (spokes).
The hub org acts as the master data source and orchestrates the data flow between the spoke orgs. The spoke orgs act as the consumers or producers of the data and communicate with the hub org.
To orchestrate data between the hub org and spoke orgs, a data architect should use:
A middleware solution that extracts and distributes data across both the hub and spokes (option A). This means using an external service or tool that can connect to multiple Salesforce orgs using APIs or connectors, and perform data extraction, transformation, and distribution operations between the hub and spoke orgs. This can provide a scalable, flexible, and reliable way to orchestrate data across multiple orgs.
Developing custom APIs to poll the hub org for change data and push into the spoke orgs (option B) is not a good solution, as it can be complex, costly, and difficult to maintain. It may also not be able to handle large volumes of data or complex transformations efficiently. Developing custom APIs to poll the spoke orgs for change data and push into the hub org (option C) is also not a good solution, as it can have the same drawbacks as option B. It may also not be able to handle conflicts or errors effectively. Using a backup and archive solution that extracts and restores data across orgs (option D) is also not a good solution, as it can incur additional costs and dependencies. It may also not be able to handle real-time or near-real-time data orchestration requirements.
NEW QUESTION # 131
The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration?
Choose 3 answers
- A. Remove custom indexes on the data being loaded.
- B. Determine if the legacy system is still in use.
- C. Review the time zones of the User loading the data.
- D. Defer sharing calculations of the Salesforce Org.
- E. Deactivate approval processes and workflow rules.
Answer: A,D,E
Explanation:
Removing custom indexes on the data being loaded will prevent unnecessary index maintenance and improve the data load speed. Deferring sharing calculations of the Salesforce Org will avoid frequent sharing rule evaluations and reduce the load time. Deactivating approval processes and workflow rules will prevent triggering any automation logic that might slow down or fail the data load.
NEW QUESTION # 132
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. Import Account records first followed by order records after sorting order by OrderID.
- B. Change the relationship to Lookup and update the relationship to master-detail after import.
- C. Import Order records and Account records separately and populate AccountID in orders using batch Apex.
- D. Import Account records first followed by order records after sorting orders by AccountID.
Answer: D
NEW QUESTION # 133
Northern Trail Outfitters (NTO) has multiple Salesforce orgs based on regions. Users need read-only access to customers across all Salesforce orgs.
Which feature in Salesforce can be used to provide access to customer records across all NTO orgs?
- A. Salesforce Connect
- B. External APIs
- C. Salesforce 2 Salesforce
- D. Federated Search
Answer: A
NEW QUESTION # 134
Northern Trail Outfitters (NTO) has recently implemented Salesforce to track opportunities across all their regions. NTO sales teams across all regions have historically managed their sales process in Microsoft Excel. NTO sales teams are complaining that their data from the Excel files were not migrated as part of the implementation and NTO is now facing low Salesforce adoption.
What should a data architect recommend to increase Salesforce adoption?
- A. Create a chatter group and upload all Excel files to the group.
- B. Load data in external database and provide access to database to sales users.
- C. Define a standard mapping and train sales users to import opportunity data.
- D. Use the Excel connector to Salesforce to sync data from individual Excel files.
Answer: C
NEW QUESTION # 135
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