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Salesforce Certified MuleSoft Integration Associate Exam Sample Questions (Q13-Q18):

NEW QUESTION # 13
What are two reasons why a typical MuleSoft customer favors a MuleSoft-hosted AnypointPlatform runtime plane over a customer-hosted runtime for its Mule application deployments? (Choose two.)

A. Increased application throughput
B. Reduced IT operations effort
C. Reduced application latency
D. increased application isolation
E. Reduced time-to-market for the first application

Answer: B,E

Explanation:
Choosing a MuleSoft-hosted Anypoint Platform runtime plane offers several advantages, particularly in terms of deployment efficiency and operational management. Here's a detailed explanation of the selected reasons:
* Reduced Time-to-Market for the First Application:
* Pre-Configured Environment: MuleSoft-hosted Anypoint Platform provides a ready-to-use environment, which accelerates the deployment process.
* Ease of Use: Developers can quickly set up and deploy applications without the need for extensive infrastructure setup and configuration.
* Reduced IT Operations Effort:
* Managed Services: MuleSoft handles the infrastructure management, including updates, scaling, and maintenance, reducing the operational burden on the IT team.
* Focus on Development: IT teams can focus on developing and optimizing applications rather than managing runtime environments.
References
* MuleSoft Documentation: Anypoint Platform Deployment Models
* Benefits of MuleSoft-Hosted Runtime: CloudHub Advantages

NEW QUESTION # 14
An API client makes an HTTP request to an API gateway with an Accept header containing the value
"application/json"
What is a valid HTTP response payload for this request in the client's requested data format?

A. {"status" -healthy-}
B. <status>healthy< 'status>
C. status: healthy
D. status('healthy')

Answer: A

Explanation:
When an API client makes an HTTP request with an Accept header containing the value "application/json", the API server should respond with a payload formatted as JSON. Here's a detailed explanation:
* Accept Header:
* Purpose: The Accept header indicates the media type(s) that the client is willing to receive from the server.
* Value "application/json": Specifies that the client expects a response in JSON format.
* Valid JSON Response:
* Format: JSON (JavaScript Object Notation) is a lightweight data interchange format that uses key-value pairs.
* Example: A valid JSON response for the requested format would be {"status": "healthy"}.
* Key: "status"
* Value: "healthy"
References
* JSON Standard: JSON.org
* HTTP Headers: MDN HTTP Headers

NEW QUESTION # 15
An organization is not meeting its growth and innovation objectives because IT cannot deliver projects fast enough to keep up with the pace of change required by the business.
According to MuleSoft's IT delivery and operating model which step should the organization take to solve this problem?

A. Adopt a new approach that decouples core IT projects from the innovation that happens within each line of business
B. Modify IT governance and security controls so that line of business developers can have direct access to theorganization's systems of record
C. Switch from a design-first to a code-first approach for IT development
D. Hire more IT developers, architects, and project managers to increase IT delivery

Answer: A

Explanation:
MuleSoft's IT delivery and operating model suggests modernizing IT practices to better support business growth and innovation. Here's a detailed explanation:
* Decoupling Core IT Projects:
* Definition: Decoupling involves separating the core IT systems and projects from the innovative and experimental projects conducted by various lines of business.
* Benefits:
* Agility: Enables lines of business to innovate rapidly without being held back by the constraints of core IT systems.
* Focus: Allows core IT to focus on maintaining and enhancing critical systems while business units can experiment and deploy new solutions more quickly.
* Implementation:
* API-led Connectivity: By using an API-led connectivity approach, core IT can expose reusable APIs and services that business units can leverage for their innovation efforts.
* Governance and Security: Ensuring that proper governance and security measures are in place to protect core systems while allowing flexibility for innovation.
* Outcome:
* Faster Delivery: Speeds up the delivery of new features and solutions, aligning with business needs and market demands.
* Enhanced Collaboration: Facilitates better collaboration between IT and business units, driving overall organizational growth.
References
* MuleSoft Whitepaper: API-led Connectivity
* IT Operating Model: Transforming IT Delivery

NEW QUESTION # 16
A Kubernetes controller automatically adds another pod replica to the resource pool in response to increased application load Which scalability option is the controller implementing?

A. Horizontal
B. Diagonal
C. Down
D. Vertical

Answer: A

Explanation:
Kubernetes offers several scalability options to handle varying application loads. The scenario described involves adding another pod replica in response to increased load, which is a form of horizontal scaling. Here' s a detailed explanation:
* Horizontal Scaling:
* Definition: Horizontal scaling, also known as scaling out, involves adding more instances (pods) to distribute the load and increase capacity.
* Implementation in Kubernetes: Kubernetes uses controllers like the Horizontal Pod Autoscaler (HPA) to automatically adjust the number of pod replicas based on observed CPU utilization or other select metrics.
* Benefits:
* Load Distribution: By adding more pod replicas, the load is evenly distributed, reducing the risk of any single pod being overwhelmed.
* Fault Tolerance: Horizontal scaling enhances fault tolerance and availability, as multiple pod replicas can handle requests if one fails.
* Automatic Scaling:
* Kubernetes Controller: The HPA continuously monitors the application load and adjusts the number of pod replicas accordingly, ensuring optimal performance.
References
* Kubernetes Documentation: Horizontal Pod Autoscaling
* Kubernetes Scalability: Understanding Kubernetes Scaling

NEW QUESTION # 17
A key CI/CD capability of any enterprise solution is a testing framework to write and run repeatable tests Which component of Anypoint Platform provides the test automation capabilities for customers to use in their pipelines?

A. Exchange Mocking Service
B. Mule Maven Plugin
C. MUnit
D. Anypoint CLI

Answer: C

Explanation:
A robust CI/CD pipeline requires automated testing to ensure code quality and functionality. MuleSoft's MUnit provides this capability for Mule applications. Here's a detailed explanation:
* MUnit:
* Purpose: MUnit is MuleSoft's testing framework for creating automated tests for Mule applications.
* Capabilities:
* Unit Tests: Write unit tests to validate the behavior of individual components and flows.
* Integration Tests: Test interactions between multiple components and external systems.
* CI/CD Integration:
* Automation: Integrate MUnit tests into CI/CD pipelines using tools like Jenkins, GitLab CI, or Bamboo.
* Repeatable Tests: Ensures that tests are executed consistently with each code change, catching issues early in the development process.
* Pipeline Execution:
* Build and Test: The pipeline automatically runs MUnit tests during the build process, providing immediate feedback on the code changes.
* Quality Assurance: Helps maintain high code quality and reduces the risk of defects in production.
References
* MuleSoft Documentation: MUnit
* CI/CD Best Practices: MuleSoft CI/CD

NEW QUESTION # 18
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