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Salesforce Certified Data Architect 認定 Data-Architect 試験問題 (Q186-Q191):

質問 # 186
Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org.
Which solution should a data architect recommend to improve reporting performance?

A. Move data off of the platform and run reporting outside Salesforce, and give access to reports.
B. Contact Salesforce support to enable skinny table for cases.
C. Build reports using custom Lightning components.
D. Create a custom object to store aggregate data and run reports.

正解：B

解説：
According to the Salesforce documentation1, reporting performance can be affected by various factors, such as the volume and complexity of data, the design and configuration of reports and dashboards, the number and type of users accessing the reports, etc. To improve reporting performance, some of the recommended solutions are:
Move data off of the platform and run reporting outside Salesforce, and give access to reports (option C). This means using an external service or tool that can extract, transform, and load (ETL) data from Salesforce to another system or database, such as a data warehouse or a business intelligence platform.
This can improve reporting performance by reducing the load and latency on Salesforce, and enabling faster and more flexible reporting and analysis on the external system. Users can access the reports from the external system using a link or an embedded component in Salesforce.
Contact Salesforce support to enable skinny table for cases (option B). This means requesting Salesforce to create a custom table that contains a subset of fields from the Case object that are frequently used or queried. A skinny table can improve reporting performance by avoiding joins between standard and custom fields, omitting soft-deleted records, and leveraging indexes on the fields2.
Create a custom object to store aggregate data and run reports (option A). This means creating a custom object that contains summary or calculated data from the Case object, such as counts, sums, averages, etc. A custom object can improve reporting performance by reducing the number of records and fields that need to be queried and displayed.
Build reports using custom Lightning components (option D). This means creating custom components that use Lightning Web Components or Aura Components frameworks to display report data in Salesforce. A custom component can improve reporting performance by using client-side caching, pagination, lazy loading, or other techniques to optimize data rendering and interaction.

質問 # 187
A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

A. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
B. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
C. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
D. Improve reporting performance by creating an Apex trigger for the Report object that will pre-fetch data before the report is run.

正解：C

解説：
Improving reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud can avoid the time-out issues by leveraging the power and scalability of Analytics Cloud.
Analytics Cloud can handle large volumes of data and provide faster and more interactive reports than Sales Cloud .

質問 # 188
Get Cloudy Consulting needs to evaluate the completeness and consistency of contact information in Salesforce. Their sales reps often have incomplete information about their accounts and contacts. Additionally, they are not able to interpret the information in a consistent manner. Get Cloudy Consulting has identified certain ""key"" fields which are important to their sales reps.
What are two actions Get Cloudy Consulting can take to review their data for completeness and consistency?
(Choose two.)

A. Run a process that can fill in default values for blank fields.
B. Run a report that shows the percentage of blanks for the important fields.
C. Run one report per key field, grouped by that field, to understand its data variability.
D. Run a report which shows the last time the key fields were updated.

正解：B、D

解説：
Running a report that shows the last time the key fields were updated can help Get Cloudy Consulting identify stale or outdated data and prioritize data cleansing activities. Running a report that shows the percentage of blanks for the important fields can help Get Cloudy Consulting measure the completeness of their data and identify gaps or missing value

質問 # 189
UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record.
What are the 3 considerations that data architect should weigh before implementing this requirement? Choose
23 answers:

A. Determine if the data is driver of key process implemented within salesforce.
B. Ensure the data is CRM center and able to populate standard of custom objects.
C. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
D. A selection of the tool required to replicate the data.
E. - Heroku Connect is required but this is confusing
F. Consider whether the data is required for sales reports, dashboards and KPI's.

正解：A、C、D

解説：
Before replicating the data from Heroku Postgres to Salesforce, the data architect should consider the following factors:
Whether the data is a driver of key processes implemented within Salesforce. For example, if the data is used for workflows, triggers, or validation rules, it should be replicated to Salesforce.
Whether there is a tight relationship between order data and an enterprise resource planning (ERP) application. For example, if the order data needs to be synchronized with the ERP system, it should be replicated to Salesforce.
The selection of the tool required to replicate the data. For example, Heroku Connect can be used to bi-directionally sync data between Heroku Postgres and Salesforce

質問 # 190
Universal Containers (UC) needs to run monthly and yearly reports on opportunities and orders for sales reporting. There are 5 million opportunities and 10 million orders. Sales users are complaining that the report will regularly timeout.
What is the fastest and most effective way for a data architect to solve the time-out issue?

A. Create an aggregate custom object that summarizes the monthly and yearly values into the required format for the required reports.
B. Create a skinny table in Salesforce, and copy order and opportunity fields into the skinny table and create the required reports on It.
C. Create custom fields on opportunity, and copy data from order into those custom fields and run all reports on Opportunity object.
D. Extract opportunity and order data from Salesforce, and use a third-party reporting tool to run reports outside of Salesforce.

正解：A

質問 # 191
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