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MuleSoft-Integration-Associate Practice Questions

Question # 1
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. Anypoint CLI
B. Mule Maven Plugin
C. Exchange Mocking Service
D. MUnit
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: CI/CD Integration: Pipeline Execution: References MuleSoft Documentation: MUnit CI/CD Best Practices: MuleSoft CI/CD

Question # 2
What is a defining characteristic of an Integration-Platform-as-a-Service (iPaaS)?

A. No-code
B. Code-first
C. On-premises
D. Cloud-based


D. Cloud-based

Explanation:

An Integration-Platform-as-a-Service (iPaaS) is characterized by being a cloud-based solution that provides tools to develop, execute, and manage integration flows connecting multiple applications and data sources. Here’s a detailed explanation:

iPaaS:

Characteristics:

References

iPaaS Overview: What is iPaaS?

Cloud-based Integration: iPaaS Characteristics


Question # 3
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. Building MUnit tests so administrators can confirm code coverage percentage during deployment
B. Publishing the fully implemented API to Exchange so all developers can reuse the API
C. Developing a specification so consumers can test before the implementation is built
D. Adding global policies to the API so all developers automatically secure the implementation before coding anything


C. Developing a specification so consumers can test before the implementation is built

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:

Advantages:

References

Design-First Approach: Design-First API Development

API Mocking: API Designer Mocking Service


Question # 4
Which key DevOps practice and associated Anypoint Platform component should a MuleSoft integration team adopt to improve delivery quality?
A. Automated testing with MUnit
B. Passive monitoring with Anypoint Monitoring
C. Continuous design with API Designer
D. Manual testing with Anypoint Studio


A. Automated testing with MUnit

Explanation:

To improve delivery quality, a key DevOps practice is automated testing. Within the Anypoint Platform, MUnit is the tool specifically designed for this purpose. Here’s a step-by-step explanation:

Automated Testing:

MUnit:

Implementation Steps:

References

MuleSoft Documentation: MUnit

DevOps Practices: MuleSoft DevOps


Question # 5
What are two reasons why a typical MuleSoft customer favors a MuleSoft-hosted Anypoint Platform runtime plane over a customer-hosted runtime for its Mule application deployments? (Choose two.)
A. Reduced time-to-market for the first application
B. Reduced application latency
C. Reduced IT operations effort
D. increased application isolation
E. Increased application throughput


A. Reduced time-to-market for the first application
C. Reduced IT operations effort

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

Question # 6
In which order are the API Client API Implementation and API Interface components called m a typical REST request?
A. API Client > API Interface > API Implementation
B. API Interface > API Client > API Implementation
C. API Implementation > API Interface > API Client
D. API Client > API Implementation > API Interface


A. API Client > API Interface > API Implementation

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:

API Interface:

API Implementation:

References

REST API Design:RESTful Web Services
API Gateway: What is an API Gateway?

Question # 7
An organization is choosing between API-led connectivity and other integration approaches According to MuleSoft which business benefit is associated with an API-led connectivity approach using Anypoint Platform?
A. Higher outcome repeatability through centralized development
B. Greater project predictability through tight coupling of systems
C. Improved security through adoption of monolithic architectures
D. Increased developer productivity through self-service of API assets


D. Increased developer productivity through self-service of API assets

Explanation:

API-led connectivity is an approach that emphasizes the reuse of APIs to enhance agility and productivity. Here’s a detailed explanation of the associated business benefits:

Self-Service of API Assets:

Business Benefits:

References

API-led Connectivity: MuleSoft API-led Connectivity

Business Benefits: Why API-led Connectivity?


Question # 8
According to MuleSoft which principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?
A. Service interdependence
B. Service statefulness
C. Service reusability
D. Service centralization


C. Service reusability

Explanation:

Both Service-Oriented Architecture (SOA) and API-led connectivity emphasize the principle of service reusability. Here’s a detailed explanation:

Service Reusability:

Definition: Service reusability is the principle where services are designed to be reusable across different applications and use cases.

SOA: In SOA, services are modular components that can be reused in various business processes, reducing redundancy and promoting efficient service composition.

API-led Connectivity: This approach also stresses creating reusable APIs (System APIs, Process APIs, Experience APIs) that can be leveraged across multiple projects and applications.

Benefits:

Efficiency: Reduces development time and effort by reusing existing services.

Consistency: Ensures consistency in business logic and data access across different applications.

Scalability: Facilitates scaling by using standardized and reusable services/APIs.

References

MuleSoft Documentation: SOA vs. API-led Connectivity
Service Reusability: Principles of Service Reusability

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