Data-Architect Flexible Testing Engine - 100% Marvelous Questions Pool

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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Large Data Volume and Performance- Scalability considerations
  • 1. Indexing and query optimization
    • 2. Bulk data processing strategies
      Data Modeling and Database Design- Salesforce data model design
      • 1. Schema design for scalability
        • 2. Standard and custom objects usage
          - Data modeling concepts
          • 1. Relational vs. non-relational data design
            • 2. Normalization and denormalization strategies
              Data Integration- Salesforce integration tools
              • 1. Platform events and change data capture
                • 2. MuleSoft and REST/SOAP APIs
                  - Integration patterns
                  • 1. ETL vs real-time integration
                    • 2. API-based integration strategies
                      Master Data Management (MDM)- MDM architecture
                      • 1. Golden record design
                        • 2. Data synchronization approaches
                          Data Governance and Management- Security and compliance
                          • 1. Data access controls
                            • 2. Regulatory compliance considerations
                              - Data quality management
                              • 1. Deduplication strategies
                                • 2. Data validation rules

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                                  Salesforce Certified Data Architect Sample Questions (Q43-Q48):

                                  NEW QUESTION # 43
                                  Northern Trail Outfitters (NTO) has multiple Salesforce orgs based on regions. Users need read-only access to customers across all Salesforce orgs.
                                  Which feature in Salesforce can be used to provide access to customer records across all NTO orgs?

                                  Answer: A


                                  NEW QUESTION # 44
                                  Universal Containers has a requirement to store more than 100 million records in salesforce and needs to create a custom big object to support this business requirement.
                                  Which two tools should a data architect use to build custom object?

                                  Answer: C,D


                                  NEW QUESTION # 45
                                  Universal Containers (UC) plans to implement consent management for its customers to be compliant with General Data Protection Regulation (GDPR). UC has the following requirements:
                                  UC uses Person Accounts and Contacts in Salesforce for its customers.
                                  Data Protection and Privacy is enabled in Salesforce.
                                  Consent should be maintained in both these objects.
                                  UC plans to verify the consent provided by customers before contacting them through email or phone.
                                  Which option should the data architect recommend to implement these requirements?

                                  Answer: C


                                  NEW QUESTION # 46
                                  UC has the following system:
                                  Billing system.
                                  Customer support system.
                                  CRM system.
                                  US has been having trouble with business intelligence across the different systems. Recently US implemented a master data management (MDM) solution that will be the system of truth for the customer records.
                                  Which MDM data element is needed to allow reporting across these systems?

                                  Answer: B

                                  Explanation:
                                  The correct answer is A, global unique customer number. A global unique customer number is a data element that can uniquely identify each customer across different systems. It can be used as a key to link customer records from different sources and enable reporting across these systems. Email address, phone number, and full name are not reliable or consistent identifiers for customers, as they can change over time or be shared by multiple customers.


                                  NEW QUESTION # 47
                                  Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?

                                  Answer: D

                                  Explanation:
                                  Loading new records via the Insert operation and existing records via the Update operation will allow using the external ID field as a unique identifier and avoid any duplication or overwriting of records. This is faster and safer than deleting all existing records or using the Upsert operation, which might cause conflicts or errors .


                                  NEW QUESTION # 48
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