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| Section | Weight | Objectives |
|---|
| Topic 1: Large Data Volume Considerations | 20% | - Storage and optimization
- 1. Archiving and off-platform storage
- 2. Storage limits and management
- 3. Performance tuning techniques
- Performance and scalability
- 1. Handling millions of records
- 2. Governor limits and bulk processing
- 3. Avoiding and resolving data skew
|
| Topic 2: Salesforce Data Management | 25% | - Data import and export strategies
- 1. Migration planning and execution
- 2. Data validation and cleansing
- 3. Tools: Data Loader, Import Wizard, Bulk API
- Sharing and visibility design
- 1. Sharing rules, manual sharing, Apex sharing
- 2. Organization-wide defaults, role hierarchy
- 3. Data access and security model
|
| Topic 3: Data Modeling and Database Design | 25% | - Design scalable data models
- 1. Custom and standard object design
- 2. Data model optimization for performance
- 3. Object relationships and cardinality
- Indexing and data structure
- 1. Query optimization strategies
- 2. Standard and custom indexes
- 3. Skinny tables and big objects
|
| Topic 4: Data Governance and Compliance | 20% | - Data governance framework
- 1. Data stewardship and ownership
- 2. Data quality standards
- 3. Compliance and regulatory requirements
- Data lifecycle management
- 1. Data retention and archiving policies
- 2. Data classification and handling
- 3. Data privacy and security
|
| Topic 5: Data Integration and Master Data Management | 10% | - Master data management
- 1. MDM strategy and implementation
- 2. Data synchronization and consistency
- 3. Single source of truth design
- Integration patterns and tools
- 1. REST, SOAP, and Bulk API usage
- 2. Real-time vs batch integration
- 3. External data sources and objects
|
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Data-Architect Learning Materials: Salesforce Certified Data Architect & Data-Architect Test Braindumps
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Salesforce Certified Data Architect Sample Questions (Q241-Q246):
NEW QUESTION # 241
UC has millions of Cases and are running out of storage. Some user groups need to have access to historical cases for up to 7 years.
Which 2 solutions should a data architect recommend in order to minimize performance and storage issues?
Choose 2 answers:
- A. Export data out of salesforce and store in Flat files on external system.
- B. Leverage on premise data archival and build integration to view archived data.
- C. Leverage big object to archive case data and lightning components to show archived data.
- D. Create a custom object to store case history and run reports on it.
Answer: B,C
NEW QUESTION # 242
A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?
- A. Improve reporting performance by creating an Apex trigger for the Report object that will pre-fetch data before the report is run.
- B. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
- C. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
- D. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
Answer: B
Explanation:
Improving reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud can avoid the time-out issues by leveraging the power and scalability of Analytics Cloud.
Analytics Cloud can handle large volumes of data and provide faster and more interactive reports than Sales Cloud .
NEW QUESTION # 243
UC is using SF CRM. UC sales managers are complaining about data quality and would like to monitor and measure data quality.
Which 2 solutions should a data architect recommend to monitor and measure data quality?
Choose 2 answers.
- A. Review data quality reports and dashboards.
- B. Use custom objects and fields to identify issues.
- C. Export data and check for data completeness outside of Salesforce.
- D. Install and run data quality analysis dashboard app
Answer: A,D
NEW QUESTION # 244
UC is planning a massive SF implementation with large volumes of dat
a. As part of the org's implementation, several roles, territories, groups, and sharing rules have been configured. The data architect has been tasked with loading all of the required data, including user data, in a timely manner.
What should a data architect do to minimize data load times due to system calculations?
- A. Leverage the Bulk API and concurrent processing with multiple batches
- B. Enable defer sharing calculations, and suspend sharing rule calculations
- C. Load the data through data loader, and turn on parallel processing.
- D. Enable granular locking to avoid "UNABLE _TO_LOCK_ROW" error.
Answer: B
Explanation:
The correct answer is A, enable defer sharing calculations, and suspend sharing rule calculations. Defer sharing calculations and suspend sharing rule calculations are features that allow you to temporarily disable the automatic recalculation of sharing rules when you load large volumes of data. This can improve the performance and speed of your data load process by avoiding unnecessary system calculations. Loading the data through data loader, leveraging the bulk API, or enabling granular locking are also options that can help with data load times, but they do not directly address the system calculations issue.
NEW QUESTION # 245
Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?
- A. Remove the master-detail relationship and keep the objects separate.
- B. Change the master-detail relationship to a lookup relationship.
- C. Mandate the selection of a custom product for each discount request.
- D. Create a placeholder product record for the generic discount request.
Answer: B
NEW QUESTION # 246
......
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