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| Section | Weight | Objectives |
|---|---|---|
| Data Modeling and Database Design | 25% | - Metadata management
|
| Data Migration | 15% | - Migration strategy and planning
|
| Data Integration | 20% | - Integration patterns and technologies
|
| Master Data Management | 5% | - MDM implementation approaches
|
| Large Data Volumes and Performance | 20% | - LDV architecture design
|
| Data Governance, Quality and Security | 15% | - Data quality management
|
1. NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?
A) Partner community.
B) Customer community plus.
C) Lightning external apps starter.
D) Customer community.
2. Universal Containers is exporting 40 million Account records from Salesforce using Informatica Cloud. The ETL tool fails and the query log indicates a full table scan time-out failure. What is the recommended solution?
A) Modify the export job header to specify Sforce-Enable-PKChunking.
B) Modify the export query with LIMIT clause with Batch size 10,000.
C) Modify the export job header to specify Export-in-Parallel.
D) Modify the export query that includes standard index fields(s).
3. Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:
- Data will be used to drive marketing and product development
initiatives.
- NTO estimates that the program will generate 100 million rows of date monthly.
- NTO will use Salesforce's Einstein Analytics and Discovery to
leverage their data and make business and marketing decisions.
What should the Data Architect do to store, collect, and use the reward program data?
A) Create a custom big object in Salesforce which will be used to capture the Reward Program data for consumption by Einstein.
B) Create a custom object in Salesforce that will be used to capture the Reward Program data.
C) Create a big object in Einstein Analytics to capture the Loyalty Program data.
D) Have Einstein connect to the point of sales system to capture the Reward Program data.
4. Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes. Some of NTOs team are complaining they see new fields on their page unsure of which values need be input. NTO is concerned about lack of governance in making changes to Salesforce. Which governance measure should a data architect recommend to solve this issue?
A) Create reports to identify which users are leaving blank, and use external data sources o agreement the missing data.
B) Create validation rules with error messages to explain why the fields is used
C) Add description fields to explain why the field is used, and mark the field as required.
D) Create and manage a data dictionary and ups a governance process for changes made to common objects.
5. US has released a new disaster recovery (DR)policy that states that cloud solutions need a business continuity plan in place separate from the cloud providers built in data recovery solution.
Which solution should a data architect use to comply with the DR policy?
A) Leverage a 3rd party tool that extract salesforce data/metadata and stores the information in an external protected system.
B) Leverage salesforce weekly exports, and store data in Flat files on a protected system.
C) Utilize an ETL tool to migrate data to an on-premise archive solution.
D) Write a custom batch job to extract data changes nightly, and store in an external protected system.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: A |
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