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Real Salesforce Salesforce-MuleSoft-Associate Exam | Lab Salesforce-MuleSoft-Associate Questions

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Salesforce Salesforce-MuleSoft-Associate Exam Syllabus Topics:

Topic
Details

Topic 1

Recognize and interpret essential integration concepts and terminology: This section evaluates the competency of a Platform Specialist and covers fundamental terms and technical knowledge essential for integration. It includes differentiating cloud service models such as IaaS, PaaS, and SaaS, and the supporting infrastructure such as computing, storage, and scalability principles. The domain further explores network protocols, data formats like XML and JSON, and security concepts in API and enterprise systems. A detailed understanding of HTTP mechanics, RESTful services, and classifications of API types such as GraphQL and AsyncAPI is expected. It also introduces precise terminology necessary for defining API roles and interactions.

Topic 2

Describe the components and benefits of Anypoint Platform for system integration: This section targets the knowledge base of a Platform Specialist and examines how MuleSoft’s Anypoint Platform supports enterprise integration. It requires identifying core platform components and understanding their functionality in system connectivity. Candidates must recognize various Anypoint Connectors, both protocol and application-based, and describe the advantages of the runtime and control planes in different hosting environments. It also focuses on the development tools and languages used by integration and DevOps professionals and highlights reusable components within Anypoint Exchange that accelerate integration delivery.

Topic 3

Recognize common integration problems, use cases, and technical solutions: This section of the exam measures the skills of an Integration Architect and focuses on recognizing integration scenarios and choosing appropriate technologies. It distinguishes between enterprise system types and compares traditional versus modern integration approaches. Candidates are expected to deconstruct complex business problems into core use cases and identify suitable technologies to support them. A solid understanding of technology classes and their application in business scenarios is tested, along with knowledge of how to break down an integration solution into its system components.

Topic 4

Identify the roles, responsibilities, and lifecycle of an integration project: This section of the exam measures the skills of an Integration Architect and covers the foundational responsibilities within a MuleSoft integration project. It explores why integration initiatives often fail, introducing the IT delivery gap and MuleSoft’s framework to bridge it. The content emphasizes the importance of an API-led delivery model that supports both producers and consumers. It also outlines common delivery methodologies, best practices from DevOps, and lifecycle stages—design, implementation, and management—within MuleSoft’s product-centric approach. Furthermore, it defines the roles and duties of team members typically involved in such projects.

Salesforce Certified MuleSoft Associate Sample Questions (Q29-Q34):

NEW QUESTION # 29
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. Publishing the fully implemented API to Exchange so all developers can reuse the API
B. Building MUnit tests so administrators can confirm code coverage percentage during deployment
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

Answer: C

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.
Design-First Approach: Design-First API Development
API Mocking: API Designer Mocking Service

NEW QUESTION # 30
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. Increased application throughput
C. Reduced application latency
D. Reduced IT operations effort
E. increased application isolation

Answer: A,D

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.
MuleSoft Documentation: Anypoint Platform Deployment Models
Benefits of MuleSoft-Hosted Runtime: CloudHub Advantages

NEW QUESTION # 31
According to MuleSoft what is a major distinguishing characteristic of an application network m relation to the integration of systems, data, and devices?

A. It uses CJ/CD automation for real-time project delivery
B. It is built for change and self-service
C. It uses a well-organized monolithic approach with standards
D. It leverages well-accepted internet standards like HTTP and JSON

Answer: B

Explanation:
An application network, as envisioned by MuleSoft, is designed to be dynamic and self-service, enabling rapid adaptation to changing business needs. Here's a detailed explanation:
Built for Change:
Flexibility: An application network allows for the easy addition, modification, and removal of services without disrupting existing functionalities.
Modular Architecture: Promotes a modular approach where services and APIs can be independently developed, deployed, and managed.
Self-Service:
Empowerment: Enables different teams (e.g., developers, business units) to access and use APIs and services without heavy reliance on central IT.
API-led Connectivity: Facilitates a self-service model where reusable APIs are available for various teams to integrate and build upon, accelerating innovation and reducing time-to-market.
Characteristics:
Decentralization: Unlike monolithic architectures, an application network supports decentralized development and deployment.
Reusability and Discoverability: Services and APIs are designed to be easily discoverable and reusable across different parts of the organization.
MuleSoft Documentation: Application Networks
API-led Connectivity: MuleSoft API-led Connectivity

NEW QUESTION # 32
An IT integration team followed an API-led connectivity approach to implement an order-fulfillment business process It created an order processing API that coordinates stateful interactions with a variety of microservices that validate, create and fulfill new product orders.
Which interaction composition pattern did the integration architect who designed this order processing API use?

A. Multicasting
B. Aggregation
C. Streaming
D. Orchestration

Answer: D

Explanation:
In an API-led connectivity approach, different APIs are layered to provide modular and reusable services. For an order processing API that coordinates stateful interactions with various microservices, the integration architect used the orchestration interaction composition pattern. Here's a step-by-step explanation:
Understanding Orchestration:
Definition: Orchestration involves coordinating multiple services to achieve a complex business workflow. Unlike choreography, which relies on each service knowing its part, orchestration uses a central controller to manage the interactions.
Role of the Orchestrator: The orchestrator manages the execution sequence, handles the state, and ensures all the necessary steps are completed successfully.
Order Processing API:
API-Led Connectivity: An order processing API, following API-led connectivity, sits in the Process layer, handling complex business processes and logic.
Stateful Interactions: Orchestration is particularly suitable for stateful interactions where the process needs to remember the state between steps, such as validating an order, creating it, and fulfilling it.
Implementation Steps:
Microservices Interaction: The order processing API interacts with various microservices:
Validation Microservice: Checks the validity of the order details.
Creation Microservice: Creates the order in the system.
Fulfillment Microservice: Manages the order fulfillment process.
Coordination: The API orchestrates these steps, ensuring each one completes successfully before moving to the next, handling exceptions, and maintaining the state of the process.
MuleSoft Documentation: Orchestration Pattern
API-led Connectivity: MuleSoft API-led Connectivity

NEW QUESTION # 33
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. Mule Maven Plugin
B. Anypoint CLI
C. Exchange Mocking Service
D. MUnit

Answer: D

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.
MuleSoft Documentation: MUnit
CI/CD Best Practices: MuleSoft CI/CD

NEW QUESTION # 34
......

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