Data-Architect Valid Test Sample - Data-Architect Labs

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Topic 1: Large Data Volume and Performance	- Scalability considerations 1. Bulk data processing strategies 2. Indexing and query optimization
Topic 2: Data Integration	- Salesforce integration tools 1. MuleSoft and REST/SOAP APIs 2. Platform events and change data capture - Integration patterns 1. API-based integration strategies 2. ETL vs real-time integration
Topic 3: 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 4: Master Data Management (MDM)	- MDM architecture 1. Data synchronization approaches 2. Golden record design
Topic 5: Data Modeling and Database Design	- Data modeling concepts 1. Normalization and denormalization strategies 2. Relational vs. non-relational data design - Salesforce data model design 1. Schema design for scalability 2. Standard and custom objects usage

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Data-Architect Labs - Data-Architect Questions Exam

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Salesforce Certified Data Architect Sample Questions (Q111-Q116):

NEW QUESTION # 111
An architect has been asked by a client to develop a solution that will integrate data and resolve duplicates and discrepancies between Salesforce and one or more external systems. What two factors should the architect take into consideration when deciding whether or not to use a Master Data Management system to achieve this solution?
Choose 2 answers

A. Whether the system of record changes for different tables.
B. Whether or not Salesforce replaced a legacy CRM.
C. The number of systems that are integrating with each other.
D. Whether the systems are cloud -based or on -premise.

Answer: A,C

NEW QUESTION # 112
Get Cloudy Consulting monitors 15,000 servers, and these servers automatically record their status every 10 minutes. Because of company policy, these status reports must be maintained for 5 years. Managers at Get Cloudy Consulting need access to up to one week's worth of these status reports with all of their details.
An Architect is recommending what data should be integrated into Salesforce and for how long it should be stored in Salesforce.
Which two limits should the Architect be aware of? (Choose two.)

A. Data storage limits
B. Workflow rule limits
C. API Request limits
D. Webservice callout limits

Answer: A,C

NEW QUESTION # 113
Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org.
Which three recommendations should a data architect make is order to reduce the number of records from the org?
Choose 3 answers

A. Use Rest API to permanently delete records from the Salesforce org.
B. Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.
C. Identify records in objects that have not been modified or used In last 3 years.
D. Use hard delete in Bulk API to permanently delete records from Salesforce.
E. Use hard delete in batch Apex to permanently delete records from Salesforce.

Answer: B,C,D

NEW QUESTION # 114
Every year, Ursa Major Solar has more than 1 million orders. Each order contains an average of 10 line items. The Chief Executive Officer (CEO) needs the Sales Reps to see how much money each customer generates year-over-year. However, data storage is running low in Salesforce.
Which approach for data archiving is appropriate for this scenario?

A. 1. Annually export and delete orders and order line items. 2. Store them in a zip file in case the data is needed later.
B. 1. Annually export and delete order line items. 2. Store them in a zip file in case the data is needed later.
C. 1. Annually aggregate order amount data to store in a custom object. 2. Delete those orders and order line items.
D. 1. Annually delete orders and order line items. 2. Ensure the customer has order information in another system.

Answer: C

NEW QUESTION # 115
Which two statements are accurate with respect to performance testing a Force.com application?

A. All Force.com applications must be performance tested in a sandbox as well as production.
B. Applications with highly customized code or large volumes should be performance tested.
C. A performance test plan must be created and submitted to Salesforce customer support.
D. Application performance benchmarked in a sandbox can also be expected in production.

Answer: B,C

Explanation:
A performance test plan is required for any Force.com application that has highly customized code or large volumes of data. You need to create and submit a performance test plan to Salesforce customer support before conducting any performance testing in your sandbox or production org2. Applications with highly customized code or large volumes of data should be performance tested to ensure they meet the expected response time and throughput

NEW QUESTION # 116
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