SALESFORCE MULESOFT-INTEGRATION-ASSOCIATE CERTIFICATION SAMPLE QUESTIONS & MULESOFT-INTEGRATION-ASSOCIATE RELIABLE EXAM TUTORIAL

Salesforce MuleSoft-Integration-Associate Certification Sample Questions & MuleSoft-Integration-Associate Reliable Exam Tutorial

Salesforce MuleSoft-Integration-Associate Certification Sample Questions & MuleSoft-Integration-Associate Reliable Exam Tutorial

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Salesforce Certified MuleSoft Integration Associate Exam Sample Questions (Q35-Q40):

NEW QUESTION # 35
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. Diagonal
  • B. Vertical
  • C. Down
  • D. Horizontal

Answer: D

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 # 36
Which role is primarily responsible for building API implementations as part of a typical MuleSoft integration project?

  • A. API Developer
  • B. Integration Architect
  • C. Operations
  • D. API Designer

Answer: A

Explanation:
In a typical MuleSoft integration project, the role of building API implementations is primarily assigned to an API Developer. Here's a detailed explanation:
* API Developer:
* Responsibilities: Focuses on implementing the technical aspects of APIs, including coding, testing, and deploying API endpoints.
* Skills: Requires proficiency in MuleSoft Anypoint Platform, MuleSoft connectors, and API development best practices.
* Typical Tasks:
* API Implementation: Writing code to implement API logic and data processing.
* Integration: Connecting APIs to backend systems, databases, and external services.
* Testing: Developing and executing unit and integration tests to ensure API functionality and reliability.
References
* MuleSoft Role Descriptions: API Developer
* API Development Lifecycle: Building APIs


NEW QUESTION # 37
During a planning session with the executive leadership, the development team director presents plans for a new API to expose the data in the company's order database. An earlier effort to build an API on top of this data failed, so the director is recommending a design-first approach.
Which characteristics of a design-first approach will help make this API successful?

  • A. Developing a specification so consumers can test before the implementation is built
  • B. Adding global policies to the API so all developers automatically secure the implementation before coding anything
  • C. Publishing the fully implemented API to Exchange so all developers can reuse the API
  • D. Building MUnit tests so administrators can confirm code coverage percentage during deployment

Answer: A

Explanation:
A design-first approach emphasizes creating the API specification before implementation, ensuring better alignment with consumer needs and reducing the risk of project failure. Here's a detailed explanation:
* API Specification:
* Definition: An API specification is a detailed, formal description of the API's endpoints, request/response formats, and protocols.
* Consumer Testing: Allows API consumers (developers) to understand, test, and provide feedback on the API design before actual development begins.
* Advantages:
* Early Feedback: Consumers can test the API design using mock services or tools like API Designer and provide feedback, ensuring the API meets their requirements.
* Reduced Rework: Identifies potential issues and design flaws early, reducing costly changes during the implementation phase.
* Documentation: Provides comprehensive documentation that aids in the development and future maintenance of the API.
References
* Design-First Approach: Design-First API Development
* API Mocking: API Designer Mocking Service


NEW QUESTION # 38
In which order are the API Client API Implementation and API Interface components called m a typical REST request?

  • A. API Client > API Implementation > API Interface
  • B. API Client > API Interface > API Implementation
  • C. API Interface > API Client > API Implementation
  • D. API Implementation > API Interface > API Client

Answer: B

Explanation:
In a typical REST request, the components are called in a specific order to handle the client's request and provide the response. Here's the order and detailed explanation:
* API Client:
* Initiates Request: The client (e.g., web or mobile application) sends a request to the API endpoint.
* API Interface:
* Gateway/Proxy: This layer is typically managed by an API gateway or proxy, which handles the incoming request, applies security policies, and routes it to the appropriate backend service.
* Responsibilities: Includes request validation, rate limiting, authentication, and authorization.
* API Implementation:
* Backend Service: The actual implementation of the API logic resides here. It processes the request, interacts with the necessary databases or external services, and generates the response.
References
* REST API Design:RESTful Web Services
* API Gateway: What is an API Gateway?


NEW QUESTION # 39
According to MuleSoft which deployment characteristic applies to a microservices application architecture?

  • A. All services of an application can be deployed together as single Java WAR file
  • B. Services exist as independent deployment artifacts and can be scaled independently of other services
  • C. Core business capabilities are encapsulated in a single deployable application
  • D. A deployment to enhance one capability requires a redeployment of all capabilities

Answer: B

Explanation:
Microservices architecture is designed to enhance flexibility, scalability, and maintainability by decomposing applications into small, independent services. Here's a detailed explanation:
* Independent Deployment:
* Definition: Each microservice is developed, deployed, and managed independently. This allows teams to work on different services without interfering with each other.
* Scalability: Services can be scaled independently based on demand, improving resource utilization and system resilience.
* Benefits:
* Flexibility: Enhances the ability to update or scale specific parts of an application without affecting the whole system.
* Resilience: Isolates failures to individual services, preventing cascading failures across the entire application.
* Technology Diversity: Allows the use of different technologies and languages best suited for each service.
References
* Microservices Architecture: What are Microservices?
* Benefits of Microservices: Microservices Characteristics


NEW QUESTION # 40
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