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Salesforce Certified MuleSoft Integration Architect I Sample Questions (Q150-Q155):

NEW QUESTION # 150
Why would an Enterprise Architect use a single enterprise-wide canonical data model (CDM) when designing an integration solution using Anypoint Platform?

A. To automate Al-enabled API implementation generation based on normalized backend databases from separate vendors
B. To leverage a data abstraction layer that shields existing Mule applications from nonbackward compatible changes to the model's data structure
C. To reduce dependencies when integrating multiple systems that use different data formats
D. To remove the need to perform data transformation when processing message payloads in Mule applications

Answer: C

Explanation:
An Enterprise Architect would use a single enterprise-wide canonical data model (CDM) when designing an integration solution to achieve the following benefits:
* Reduced Dependencies: By standardizing on a single data model, it simplifies the integration process between multiple systems that may use different data formats. This eliminates the need for numerous point-to-point transformations.
* Consistency and Reusability: A CDM ensures consistent data representation across the enterprise, which promotes data integrity and reusability of integration components.
* Simplified Maintenance: Having a single data model reduces the complexity of maintaining and updating integration solutions, as changes need to be made in only one place.
The CDM acts as an abstraction layer that decouples systems, facilitating easier integration and reducing the potential for errors.
References
* MuleSoft Documentation on Canonical Data Models
* Best Practices for Data Integration with MuleSoft

NEW QUESTION # 151
An organization will deploy Mule applications to Cloudhub, Business requirements mandate that all application logs be stored ONLY in an external splunk consolidated logging service and NOT in Cloudhub.
In order to most easily store Mule application logs ONLY in Splunk, how must Mule application logging be configured in Runtime Manager, and where should the log4j2 splunk appender be defined?

A. Keep the default logging configuration in Runtime Manager
Define the Splunk appender in EACH Mule application log4j2.xml file
B. Disable Cloudhub logging in Runtime Manager
Define the splunk appender in EACH Mule application's log4j2.xml file
C. Disable Cloudhub logging in Runtime Manager
Define the splunk appender in ONE global log4j.xml file that is uploaded once to Runtime Manger to support at Mule application deployments.
D. Keep the default logging configuration in RuntimeManager
Define the splunk appender in ONE global log4j.xml file that is uploaded once to Runtime Manager to support at Mule application deployments.

Answer: B

Explanation:
By default, CloudHub replaces a Mule application's log4j2.xml file with a CloudHub log4j2.xml file. In CloudHub, you can disable the CloudHub provided Mule application log4j2 file. This allows integrating Mule application logs with custom or third-party log management systems

NEW QUESTION # 152
An organization has chosen Mulesoft for their integration and API platform.
According to the Mulesoft catalyst framework, what would an integration architect do to create achievement goals as part of their business outcomes?

A. agree upon KPI's and help develop and overall success plan
B. evangelize API's
C. build and publish foundational assets
D. Measure the impact of the centre for enablement

Answer: A

NEW QUESTION # 153
According to MuleSoft, what Action should an IT organization take regarding its technology assets in order to close the IT delivery.

A. Create weekly meetings that all members of IT attend to present justification and request approval to use existing assets
B. Make assets easily discoverable via a central repository
C. Focus project delivery efforts on custom assets that meet the specific requirements of each individual line of business
D. Hire additional staff to meet the demand for asset creation required for approved projects and timelines

Answer: B

Explanation:
To close the IT delivery gap, MuleSoft recommends that IT organizations make their technology assets easily discoverable via a central repository. This approach ensures that existing assets, such as APIs, connectors, templates, and other reusable components, are accessible to all teams within the organization. By having a central repository, teams can quickly find and leverage these assets, reducing duplication of effort, speeding up project delivery, and fostering a culture of reuse and collaboration. This strategy aligns with the principles of an API-led connectivity approach, where reusable assets and APIs form the foundation for scalable and efficient IT delivery.
References
* MuleSoft Documentation on API-led Connectivity
* Anypoint Platform Best Practices for Asset Management

NEW QUESTION # 154
A team has completed the build and test activities for a Mule application that implements a System API for its application network.
Which Anypoint Platform component should the team now use to both deploy and monitor the System AP implementation?

A. Runtime Manager
B. Design Center
C. Anypoint Exchange
D. API Manager

Answer: A

NEW QUESTION # 155
......

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