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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Architecture | 20% | - Governor limits and bulk processing - Archiving and data lifecycle management - Architecture patterns and design principles - Performance tuning and optimization |
| Topic 2: Master Data Management | 20% | - Data duplication and matching rules - Identity resolution - Data cleansing techniques |
| Topic 3: Data Integration | 15% | - API-based integration (REST, SOAP, Bulk API) - ETL tools and data migration strategies - Handling locks and parallelism during migration - Real-time vs batch integration patterns - Sharing rules impact on data integration |
| Topic 4: Data Governance | 20% | - Data quality standards and metrics - Data retention and archiving policies - Compliance and regulatory considerations - Data stewardship roles and responsibilities |
| Topic 5: Data Modeling | 25% | - Large Data Volumes (LDV) design considerations - Big Objects and external objects - Skinny tables for performance optimization - Normalization and denormalization strategies - Indexing strategies |
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NEW QUESTION # 170
Ursa Major Solar has defined a new Data Quality Plan for their Salesforce data.
Which two approaches should an Architect recommend to enforce the plan throughout the organization?
(Choose two.)
Answer: A,C
Explanation:
Enforcing critical business processes by using Workflow, Validation Rules, and Apex code can help ensure data quality and consistency by applying rules and logic to the data entry and update3. Scheduling a weekly dashboard displaying records that are missing information to be sent to managers for review can help identify and fix data quality issues by providing visibility and accountability4.
NEW QUESTION # 171
Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solution should a data architect recommend to mitigate data quality issues?
Answer: C,D
NEW QUESTION # 172
Cloud Kicks is launching a Partner Community, which will allow users to register shipment requests that are then processed by Cloud Kicks employees. Shipment requests contain header information, and then a list of no more than 5 items being shipped.
First, Cloud Kicks will introduce its community to 6,000 customers in North America, and then to 24,000 customers worldwide within the next two years. Cloud Kicks expects 12 shipment requests per week per customer, on average, and wants customers to be able to view up to three years of shipment requests and use Salesforce reports.
What is the recommended solution for the Cloud Kicks Data Architect to address the requirements?
Answer: D
Explanation:
The recommended solution for the Cloud Kicks Data Architect to address the requirements is to create a custom object to track shipment requests and a child custom object to track shipment items. Implement an archiving process that moves data off-platform after three years. This solution would allow Cloud Kicks to store and manage their shipment data on Salesforce, and use Salesforce reports to analyze it. However, since Cloud Kicks expects a large volume of data over time, they should implement an archiving process that moves data off-platform after three years to avoid hitting the Org data storage limit and maintain optimal performance3. External objects are not a good option for this scenario, because they are stored off-platform in an external system, such as Heroku's Postgres database, and they have limited functionality and performance compared to custom objects
NEW QUESTION # 173
Northern Trail Outfitters needs to implement an archive solution for Salesforce dat a. This archive solution needs to help NTO do the following:
1. Remove outdated Information not required on a day-to-day basis.
2. Improve Salesforce performance.
Which solution should be used to meet these requirements?
Answer: C
NEW QUESTION # 174
A manager at Cloud Kicks is importing Leads into Salesforce and needs to avoid creating duplicate records.
Which two approaches should the manager take to achieve this goal? (Choose two.)
Answer: A,C
NEW QUESTION # 175
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