2023年最新のData-Architect問題集を試そう！更新されたSalesforce試験合格させます
最新のData-Architect試験問題集でSalesforce試験にはトレーニングを提供しています
質問 # 88
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?
- A. Leverage Apex to validate the format of data being entered via a mobile device.
- B. Leverage validation rules and workflows.
- C. Leverage third-party- AppExchange tools
- D. Leverage picklist and lookup fields where possible
正解：B、D
質問 # 89
Universal Containers (UC) has lead assignment rules to assign leads to owners. Leads not routed by assignment rules are assigned to a dummy user. Sales rep are complaining of high load times and issues with accessing leads assigned to the dummy user.
What should a data architect recommend to solve these performance issues?
- A. Create multiple dummy user and assign leads to them
- B. Assign dummy user to highest role in role hierarchy
- C. Assign dummy user last role in role hierarchy
- D. Periodically delete leads to reduce number of leads
正解：A
質問 # 90
Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard are not reliable for their real-time decision-making. On analysis , the team the following issues with data entered in Salesforce.
Information in certain records is incomplete.
Incorrect entry in certain fields causes records to be excluded in report fitters.
Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?
- A. Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
- B. Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
- C. design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
- D. Explore third-party data providers to enrich and augment information entered in salesforce.
- E. Periodically export data to cleanse data and import them back into Salesforce for executive reports.
正解：A、B、D
質問 # 91
A consumer products company has decided to use Salesforce for its contact center. The contact center agents need access to the following information in Service Console when a customer contacts them:
1. Customer browsing activity on its website stored on its on premise system
2. Customer interactions with sales associates at its retail stores maintained in Salesforce
3. Contact center interactions maintained in Salesforce
4. Email campaign activity to customer from its marketing systems.
What should a data architect do to fulfill these requirements with minimum development effort in Salesforce?
- A. Build custom components in Service Console to bring information from the marketing and website information.
- B. Use Salesforce Connect to integrate the website and the marketing system into Service Console using external objects.
- C. Create web tabs in Service Console to show website and marketing activities.
- D. Build customer view in Service Console with components that show website data and marketing data as mashup.
正解：D
解説：
Building a customer view in Service Console with components that show website data and marketing data as mashup is the best option to fulfill the requirement with minimum development effort in Salesforce. A mashup is a technique that combines data from different sources into a single user interface. You can use Visualforce pages or Lightning components to create mashups that display data from external systems such as your website and marketing system. This way, you can provide your contact center agents with a comprehensive view of the customer information they need.
質問 # 92
UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled.
What should a data architect recommend to ensure data quality is maintained in salesforce.
- A. Ensure the lead data is preprocessed for quality before loading into salesforce.
- B. Allow validation rules to be activated during the load of leads into salesforce.
- C. Develop custom APEX batch process to improve quality once the load is completed.
- D. Activate validation rules once the leads are loaded into salesforce to maintain quality.
正解：A
解説：
Ensuring the lead data is preprocessed for quality before loading into Salesforce is the best way to maintain data quality2. Activating validation rules after the load or developing a custom Apex batch process may not catch all the errors or may require additional time and resources. Allowing validation rules to be activated during the load may cause failures or delays.
質問 # 93
A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API. The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items. What is the recommended solution?
- A. Leverage an External ID from source system orders to import related order lines.
- B. Leverage a sequence of numbers on the imported orders to import related order lines.
- C. Query only indexed ID field values on the imported order to import related order lines.
- D. Leverage Batch Apex to update order ID on related order lines after import.
正解：A
質問 # 94
Universal Containers wants to implement a data -quality process to monitor the data that users are manually entering into the system through the Salesforce UI. Which approach should the architect recommend?
- A. Use Apex to validate the format of phone numbers and postal codes.
- B. Utilize an app from the AppExchange to create data -quality dashboards.
- C. Allow users to import their data using the Salesforce Import tools.
- D. Utilize a 3rd -party solution from the AppExchange for data uploads.
正解：B
解説：
Utilizing an app from the AppExchange to create data-quality dashboards is the approach that the architect should recommend for UC to implement a data-quality process to monitor the data that users are manually entering into the system through the Salesforce UI. An app from the AppExchange can provide ready-made or customizable dashboards that can display various metrics and indicators of data quality, such as completeness, accuracy, consistency, timeliness, etc. These dashboards can help UC to measure and evaluate their data quality performance and identify any areas that need improvement or attention. The other options are not relevant or effective for implementing a data-quality process, as they would either not address the issue of manual data entry, not provide data-quality monitoring, or not leverage the benefits of Salesforce.
質問 # 95
Universal Containers (UC) requires 2 years of customer related cases to be available on SF for operational reporting. Any cases older than 2 years and upto 7 years need to be available on demand to the Service agents. UC creates 5 million cases per yr.
Which 2 data archiving strategies should a data architect recommend? Choose 2 options:
- A. Use custom objects for cases older than 2 years and use nightly batch to move them.
- B. Use Heroku and external objects to display cases older than 2 years and bulk API to hard delete from Salesforce.
- C. Use Big objects for cases older than 2 years, and use nightly batch to move them.
- D. Sync cases older than 2 years to an external database, and provide access to Service agents to the database
正解：B、C
解説：
The best data archiving strategies for UC are to use Big objects and Heroku with external objects. Big objects allow storing large amounts of data on the Salesforce platform without affecting performance or storage limits. They also support point-and-click tools, triggers, and Apex code. Heroku is a cloud platform that can host external databases and integrate with Salesforce using external objects. External objects enable on-demand access to external data sources via standard Salesforce APIs and user interfaces. Using bulk API to hard delete cases from Salesforce will free up storage space and improve performance.
質問 # 96
Universal Containers (UC) is implementing a new customer categorization process where customers should be assigned to a Gold, Silver, or Bronze category if they've purchased UC's new support service. Customers are expected to be evenly distributed across all three categories. Currently, UC has around 500,000 customers, and is expecting 1% of existing non-categorized customers to purchase UC's new support service every month over the next five years. What is the recommended solution to ensure long-term performance, bearing in mind the above requirements?
- A. Implement a new Categories custom object and create a lookup field from Account to Category.
- B. Implement a new Categories custom object and a master-detail relationship from Account to Category.
- C. Implement a new picklist custom field in the Account object with Gold, Silver, and Bronze values.
- D. Implement a new global picklist custom field with Gold, Silver, and Bronze values and enable it in Account.
正解：C
質問 # 97
Which two best practices should be followed when using SOSL for searching?
- A. Keep searches specific and avoid wildcards where possible.
- B. Use SOSL option to ignore custom indexes as search fields are pre-indexed.
- C. Use Find in "ALL FIELDS" for faster searches.
- D. Use searches against single Objects for greater speed and accuracy.
正解：A、C
解説：
The two best practices that should be followed when using SOSL for searching are: Keep searches specific and avoid wildcards where possible. Use Find in "ALL FIELDS" for faster searches. These best practices are helpful because they optimize the search performance and relevance. For example, keeping searches specific and avoiding wildcards where possible can reduce the number of results returned and improve the search accuracy. Using Find in "ALL FIELDS" for faster searches can leverage Salesforce's pre-defined indexes on common fields and return results more quickly than specifying individual fields.
質問 # 98
Universal Containers (UC) has a data model as shown in the image. The Project object has a private sharing model, and it has Roll -Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.com?
- A. Load all data after deferring sharing calculations.
- B. Use workflow to calculate summary values instead of Roll -Up.
- C. Load all data using external IDs to link to parent records.
- D. Use triggers to calculate summary values instead of Roll -Up.
正解：A
解説：
Loading all data after deferring sharing calculations can improve the performance and avoid locking issues when loading a large amount of time entry records into Salesforce.com. This is because deferring sharing calculations can temporarily suspend the calculation of sharing rules until all the data is loaded, and then recalculate them in one operation
質問 # 99
Northern Trail Outfitters (NTO) has implemented Salesforce for its sales users. The opportunity management in Saiesforce Is implemented as follows:
1. Sales users enter their opportunities in Salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update the Opportunity Amount field on opportunities on a daily basis.
3. PPS is the trusted source within NTO for Opportunity Amount.
4. NTO uses Opportunity Forecast for its sales planning and management.
Sales users have noticed that their updates to the Opportunity Amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overwriting issue?
- A. Create a custom field for Opportunity amount that PSS updates separating the field sales user updates.
- B. Create a custom field for Opportunity amount that sales users update separating the field that PPS updates.
- C. Change PSS integration to update only Opportunity Amount field when the value is null.
- D. Change Opportunity Amount field access to Read Only for sales users field-level security.
正解：D
質問 # 100
Cloud Kicks currently has a Public Read/Write sharing model for the company's Contacts. Cloud Kicks management team requests that only the owner of a contact record be allowed to delete that contact.
What should an Architect do to meet these requirements?
- A. Set the Sharing settings as Public Read Only for the Contact object.
- B. Check if the current user is NOT the owner by creating a validation rule on the Contact object.
- C. Check if the current user is NOT the owner by creating a "before delete" trigger.
- D. Set the profile of the users to remove delete permission from the Contact object.
正解：C
質問 # 101
Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers.
What solution should a data architect recommend to meet the business requirement?
- A. Leverage custom objects to store aggregate data and run analytics.
- B. Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.
- C. Leverage big objects to archive records and Einstein Analytics to run reports.
- D. Archive records to a data warehouse and run analytics on the data warehouse.
正解：C
解説：
According to this article, big objects can store and manage massive amounts of data on the Salesforce platform. This can help UC to archive records from other objects or bring massive datasets from outside systems into a big object. According to this article, Einstein Analytics can be used to create dashboards and lenses to analyze big object data and get insights from advanced AI-driven analytics.
質問 # 102
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system. How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?
- A. Create a custom lookup field on the standard Product to reference the parent record in the hierarchy.
- B. Create an Apex trigger to synchronize the Product Family standard picklist field on the Product object.
- C. Create a custom master-detail field on the standard Product to reference the child record in the hierarchy.
- D. Create a custom lookup filed on the standard Product to reference the child record in the hierarchy.
正解：A
解説：
Creating a custom lookup field on the standard Product to reference the parent record in the hierarchy is the correct way to modify the standard Product object model to support a hierarchical data structure. This allows UC to create a self-relationship on the Product object and define parent-child relationships among products.
質問 # 103
An Architect needs to document the data architecture for a multi-system, enterprise Salesforce implementation.
Which two key artifacts should the Architect use? (Choose two.)
- A. Non-functional requirements
- B. Data model
- C. Integration specification
- D. User stories
正解：B、C
質問 # 104
Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g., "ballpoint pen" in the catalog and "pen" on the invoice, and item color labels are inconsistent: "what vs. "White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?
- A. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
- B. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.
- C. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
- D. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
正解：B
解説：
A correct technique UC should use to solve the data inconsistency is to define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse. A data taxonomy is a hierarchical classification of data entities and attributes that defines their meaning, format, and relationships. A data taxonomy can help ensure consistency, accuracy, and completeness of product data across different systems and channels
質問 # 105
Universal Containers uses Apex jobs to create leads in Salesforce. The business team has requested that lead creation failures should be reported to them.
Which option does Apex provide to report errors from this Apex job?
- A. Use Apex services to email failures to business when error occurs.
- B. Use AppExchange package to clean lead information before Apex job processes them.
- C. Save Apex errors in a custom object, and allow access to this object for reporting.
- D. Use Custom Object to store leads, and allow unprocessed leads to be reported.
正解：A
質問 # 106
Universal Containers (UC) manages Vehicle and Service History in Salesforce. Vehicle (Vehicle__ c) and Service History (Service-History__ c) are both custom objects related through a lookup relationship.
Every week a batch synchronization process updates the Vehicle and Service History records in Salesforce. UC has two hours of migration window every week and is facing locking issues as part of the data migration process.
What should a data architect recommend to avoid locking issues without affecting performance of data migration?
- A. Change the lookup configuration to "Clear the value of this field" when lookup record is deleted.
- B. Use Bulk API serial mode for data migration
- C. Insert the order in another custom object and use Batch Apex to move the records to Service_ Order__ c object.
- D. Use Bulk API parallel mode for data migration
正解：B
質問 # 107
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount. Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?
- A. Leverage Data.com Clean to clean up Account address fields with the D&B database.
- B. Contact each business on the list and ask them to review and update their address information.
- C. Integrate with a third-party database or services for address validation and enrichment.
- D. Build a team of employees that validate Accounts by searching the web and making phone calls.
正解：A、C
質問 # 108
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Data-Architect 認定試験は、多大な準備と勉強を必要とする厳しい試験です。候補者は、Salesforce データアーキテクチャ、データモデリング、およびデータガバナンスについて深い理解を持っている必要があります。また、データ統合やデータ移行に関する実践的な経験も必要です。
Salesforce Data-Architect Examに合格するためには、Salesforceプラットフォームとそのデータ関連機能についての確固たる理解が必要です。さらに、プラットフォーム上で複雑なデータソリューションを設計および実装する経験が必要です。この試験は、データアーキテクチャの分野でキャリアを発展させたい人々を対象としており、データアーキテクト、データエンジニア、テクニカルアーキテクト、Salesforce開発者などが含まれます。
更新されたテストエンジン練習Data-Architect問題集と練習試験：https://www.goshiken.com/Salesforce/Data-Architect-mondaishu.html
合格できるSalesforce Data-ArchitectのPDF問題集で最近更新された259問あります：https://drive.google.com/open?id=1Ke1TKmP7ri44dqcHDczYbYChva-RwYLd