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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Modeling | 25% | - Skinny tables for performance optimization - Indexing strategies - Big Objects and external objects - Large Data Volumes (LDV) design considerations - Normalization and denormalization strategies |
| Topic 2: Data Architecture | 20% | - Performance tuning and optimization - Architecture patterns and design principles - Governor limits and bulk processing - Archiving and data lifecycle management |
| Topic 3: Master Data Management | 20% | - Identity resolution - Data cleansing techniques - Data duplication and matching rules |
| Topic 4: Data Integration | 15% | - API-based integration (REST, SOAP, Bulk API) - Handling locks and parallelism during migration - ETL tools and data migration strategies - Real-time vs batch integration patterns - Sharing rules impact on data integration |
| Topic 5: Data Governance | 20% | - Compliance and regulatory considerations - Data stewardship roles and responsibilities - Data retention and archiving policies - Data quality standards and metrics |
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NEW QUESTION # 240
A customer is operating in a highly reputated industry and is planning to implement SF. The customer information maintained in SF, includes the following:
* Personally, identifiable information (PII)
* IP restrictions on profiles organized by Geographic location
* Financial records that need to be private and accessible only by the assigned Sales associate.
* User should not be allowed to export information from Salesforce.
Enterprise security has mandate access to be restricted to users within a specific geography and detail monitoring of user activity. Which 3 Salesforce shield capabilities should a data architect recommend?
Choose 3 answers:
Answer: A,D,E
Explanation:
The best Salesforce Shield capabilities for the customer are to restrict access to SF from users outside specific geography, implement transaction security policies to prevent export of SF data, and encrypt sensitive customer information maintained in SF. Salesforce Shield is a set of security features that help protect enterprise data on the Salesforce platform. It includes three components: Event Monitoring, Platform Encryption, and Field Audit Trail. Restricting access to SF from users outside specific geography can be done using network-based security features, such as IP whitelisting or VPN. Transaction security policies can be used to define actions or notifications based on user behavior patterns, such as exporting data or logging in from an unknown device. Platform Encryption can be used to encrypt data at rest using a tenant secret key that is controlled by the customer.
NEW QUESTION # 241
Universal Containers (UC) has implemented Salesforce, UC is running out of storage and needs to have an archiving solution, UC would like to maintain two years of data in Saleforce and archive older data out of Salesforce.
Which solution should a data architect recommend as an archiving solution?
Answer: C
NEW QUESTION # 242
Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders.
What should be used to mitigate this problem?
Answer: B
NEW QUESTION # 243
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries.
UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?
Answer: A,C
Explanation:
Ask support to create a skinny table for Application with the necessary reporting fields. This is an option that can improve report performance by creating a custom table that contains frequently used fields and copies their values from standard or custom objects. Skinny tables are kept in sync with their source tables and are used in place of them for reports and queries4. Add custom indexes to the Date fields used for filtering the report. This is another option that can improve report performance by creating custom indexes on fields that are often used as filters or join conditions in reports and queries. Custom indexes can speed up data retrieval and reduce query execution time
NEW QUESTION # 244
Universal Containers (UC) has implemented Sales Cloud for its entire sales organization, UC has built a custom object called projects_c that stores customers project detail and employee bitable hours.
The following requirements are needed:
A subnet of individuals from the finance team will need to access to the projects object for reporting and adjusting employee utilization.
The finance users will not access to any sales objects, but they will need to interact with the custom object.
Which license type a data architect recommend for the finance team that best meets the requirements?
Answer: B
Explanation:
The data architect should recommend Lighting platform plus license type for the finance team that best meets the requirements. This license type allows users to access custom objects and run reports and dashboards on them, without accessing any sales objects. Option A is incorrect because Service Cloud license type is more suitable for customer service users who need to access cases, knowledge, and other service objects. Option B is incorrect because Sales Cloud license type is more suitable for sales users who need to access accounts, contacts, opportunities, and other sales objects. Option C is incorrect because Light Platform Start license type does not allow users to run reports and dashboards on custom objects.
NEW QUESTION # 245
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