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| Section | Weight | Objectives |
|---|---|---|
| Salesforce Data Management | 25% | - Describe the considerations for data governance - Describe the considerations for data archival - Describe the considerations for data migration - Describe the implications of LDV on data management |
| Data Modeling/Database Design | 25% | - Describe the options and considerations for Large Data Volumes (LDV) - Explain the usage of external objects - Describe the implications of LDV on data modeling - Describe the considerations when designing a data model for Salesforce |
| Data Governance | 10% | - Describe the elements of a data governance framework - Describe the considerations for data classification - Describe the considerations for data quality |
| Data Migration | 15% | - Describe the implications of data migration on data quality - Describe the tools and best practices for data migration - Describe the considerations for data migration |
| Master Data Management | 5% | - Describe the methods for aligning data across systems - Describe the considerations for a Master Data Management strategy |
| 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 |
1. Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answer
A) Share each report with fewer users.
B) Create one skinny table per report.
C) Enable Divisions for large data objects.
D) Index key fields used in report criteria.
2. UC is implementing sales cloud for patient management and would like to encrypt sensitive patient records being stored in files. Which solution should a data architect recommend to solve this requirement?
A) Use classic encryption to encrypt files.
B) Implement 3rd party App Exchange app to encrypt files.
C) Store files outside of salesforce and access them to real time.
D) Implement shield platform encryption to encrypt files.
3. Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?
A) Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.
B) Extract the Salesforce data into Excel and manually compare this against the trusted source.
C) Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
D) Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
4. A large retail B2C customer wants to build a 360 view of its customer for its call center agents.
The customer interaction is currently maintained in the following system:
1. Salesforce CRM
2. Custom billing solution
3. Customer Master Data management (MDM)
4. Contract Management system
5. Marketing solution
What should a data architect recommend that would help upgrade uniquely identify customer across multiple systems:
A) Create a custom field as external id to maintain the customer Id from the MDM solution.
B) Create a custom object that will serve as a cross reference for the customer id.
C) Create a customer data base and use this id in all systems.
D) Store the salesforce id in all the solutions to identify the customer.
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) Add custom indexes on frequently searched account and contact objects fields
B) Create a skinny table to represent account and contact objects.
C) Load only the data that the users is permitted to access
D) Limit data loading to the 2000 most recently created records.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A |
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