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| Section | Weight | Objectives |
|---|---|---|
| Data Governance | 10% | - Describe the considerations for data quality - Describe the considerations for data classification - Describe the elements of a data governance framework |
| Large Data Volumes | 20% | - Describe the features and best practices for LDV - Describe the considerations for Large Data Volumes (LDV) - Describe the implications of LDV on data modeling |
| Master Data Management | 5% | - Describe the methods for aligning data across systems - Describe the considerations for a Master Data Management strategy |
| Data Migration | 15% | - Describe the tools and best practices for data migration - Describe the implications of data migration on data quality - Describe the considerations for data migration |
| Data Modeling/Database Design | 25% | - Describe the considerations when designing a data model for Salesforce - Describe the options and considerations for Large Data Volumes (LDV) - Explain the usage of external objects - Describe the implications of LDV on data modeling |
| Salesforce Data Management | 25% | - Describe the considerations for data archival - Describe the considerations for data migration - Describe the considerations for data governance - Describe the implications of LDV on data management |
Question 1
A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API.
The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items. What is the recommended solution?
A. Leverage an External ID from source system orders to import related order lines.
B. Leverage a sequence of numbers on the imported orders to import related order lines.
C. Leverage Batch Apex to update order ID on related order lines after import.
D. Query only indexed ID field values on the imported order to import related order lines.
Question 2
UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record. What are the 3 considerations that data architect should weigh before implementing this requirement? Choose 3 answer
A. Ensure the data is CRM center and able to populate standard of custom objects.
B. Determine if the data is driver of key process implemented within salesforce.
C. Consider whether the data is required for sales reports, dashboards and KPI's.
D. A selection of the tool required to replicate the data.
E. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
F. Heroku Connect is required but this is confusing
Question 3
Northern Trail Outfitters (NTO) has a variety of customers that include householder, businesses, and individuals.
The following conditions exist within its system:
- NTO has a total of five million customers.
- Duplicate records exist, which is replicated across many systems,
including Salesforce.
- Given these conditions, there is a lack of consistent presentation
and clear identification of a customer record.
Which three option should a data architect perform to resolve the issues with the customer data?
A. Create a customer master database external to Salesforce as a system of truth and sync the customer data with all systems.
B. Invest in data duplicate tool to de-dupe and merge duplicate records across all systems.
C. Create a unique global customer ID for each customer and store that in all system for referential identity.
D. Duplicate customer records across the system and provide a two-way sync of data between the systems.
E. Use Salesforce CDC to sync customer data cross all systems to keep customer record in sync.
Question 4
Universal Container require all customers to provide either a phone number of an email address when registering for an account. What should the data architect use to ensure this requirement is met?
A. validation Rule
B. Apex Class
C. Process Builder
D. required Fields
Question 5
A large retail company has recently chosen SF as its CRM solution. They have the following record counts:
- 2500000 accounts
- 25000000 contacts
When doing an initial performance test, the data architect noticed an extremely slow response for reports and list views.
What should a data architect do to solve the performance issue?
A. Load only the data that the users is permitted to access
B. Create a skinny table to represent account and contact objects.
C. Add custom indexes on frequently searched account and contact objects fields
D. Limit data loading to the 2000 most recently created records.
Solutions:
| Question 1 Answer: A | Question 2 Answer: B,D,E | Question 3 Answer: A,B,C | Question 4 Answer: A | Question 5 Answer: C |
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