高質量的Data-Architect考題和認證考試的領導者材料和免費PDF Data-Architect通過考試

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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Modeling and Database Design- Salesforce data model design
  • 1. Standard and custom objects usage
    • 2. Schema design for scalability
      - Data modeling concepts
      • 1. Normalization and denormalization strategies
        • 2. Relational vs. non-relational data design
          Topic 2: Master Data Management (MDM)- MDM architecture
          • 1. Golden record design
            • 2. Data synchronization approaches
              Topic 3: 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
                      Topic 4: Data Governance and Management- Security and compliance
                      • 1. Data access controls
                        • 2. Regulatory compliance considerations
                          - Data quality management
                          • 1. Data validation rules
                            • 2. Deduplication strategies
                              Topic 5: Large Data Volume and Performance- Scalability considerations
                              • 1. Bulk data processing strategies
                                • 2. Indexing and query optimization

                                  >> Data-Architect考題 <<

                                  Salesforce Data-Architect通過考試 & Data-Architect考古題介紹

                                  Testpdf是一個專門為一些IT認證考試提供針對性練習題及當前考試題目的培訓網站。我們針對熱門的Salesforce Data-Architect 認證考試研究出來了最新的培訓方案,相信又可以滿足很多人的需求。Salesforce Data-Architect 認證證書是很多知名IT企業錄用人的依據之一,所以這個認證考試現在很熱門。同時Testpdf也被很多人認可了,也很受一大部分人的信賴,也幫助了很多人成就了小小的夢想。如果你選擇Testpdf卻沒有成功通過考試,Testpdf會全額退款給你。

                                  最新的 Salesforce Application Architect Data-Architect 免費考試真題 (Q177-Q182):

                                  問題 #177
                                  NTO processes orders from its website via an order management system (OMS). The OMS stores over 2 million historical records and is currently not integrated with SF. The Sales team at NTO using Sales cloud and would like visibility into related customer orders yet they do not want to persist millions of records directly in Salesforce. NTO has asked the data architect to evaluate SF connect and the concept of data verification. Which 3 considerations are needed prior to a SF Connect implementation?
                                  Choose 3 answers:

                                  答案:A,C,D

                                  解題說明:
                                  The three considerations needed prior to a SF Connect implementation are to develop an object relationship strategy, identify the external tables to sync into external objects, and assess whether the external data source is reachable via an ODATA endpoint. SF Connect is a feature that allows integrating external data sources with Salesforce using external objects. External objects are similar to custom objects, but they store metadata only and not data. They enable on-demand access to external data via standard Salesforce APIs and user interfaces. To implement SF Connect, a data architect needs to consider how the external objects will relate to other objects in Salesforce, which external tables will be exposed as external objects, and whether the external data source supports ODATA protocol for data access.


                                  問題 #178
                                  Universal Container (US) is replacing a home-grown CRM solution with Salesforce, UC has decided to migrate operational (Open and active) records to Salesforce, while keeping historical records in legacy system, UC would like historical records to be available in Salesforce on an as needed basis.
                                  Which solution should a data architect recommend to meet business requirement?

                                  答案:C

                                  解題說明:
                                  According to the Using Mashups article on Salesforce Developers, one of the techniques for deploying large data volumes is to use mashups to display historical records in Salesforce. The article states that "Mashups are a way to display data from an external system within a Salesforce page without copying or synchronizing the data. Mashups use a combination of Visualforce, Apex callouts, and JavaScript code that runs in the browser.
                                  Mashups are useful when you want to display large amounts of read-only data that is stored outside of Salesforce." Therefore, a data architect should recommend this solution to meet the business requirement of UC.


                                  問題 #179
                                  UC recently migrated 1 Billion customer related records from a legacy data store to Heroku Postgres. A subset of the data need to be synchronized with salesforce so that service agents are able to support customers directly within the service console. The remaining non- synchronized set of data will need to be accessed by salesforce at any point in time, but UC management is concerned about storage limitations.
                                  What should a data architect recommend to meet these requirements with minimal effort?

                                  答案:D

                                  解題說明:
                                  Virtualizing the remaining set of data with salesforce connect and external objects is the best way to meet the requirements with minimal effort, as it allows salesforce to access data stored in Heroku Postgres without storing it in salesforce. This reduces the storage limitations and avoids data duplication. Heroku connect can bi-directionally sync data between systems, but it requires more configuration and maintenance. Making callouts to Heroku Postgres and persisting the data in salesforce may not be feasible for 1 billion records. Migrating the data to big objects may incur additional costs and require custom code to use async SOQL


                                  問題 #180
                                  Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend.
                                  What should a data architect do to mitigate any unwanted results during the import?

                                  答案:D


                                  問題 #181
                                  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?

                                  答案:A,C

                                  解題說明:
                                  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


                                  問題 #182
                                  ......

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