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Salesforce Certified MuleSoft Integration Associate Exam Sample Questions (Q33-Q38):

NEW QUESTION # 33
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. Greater project predictability through tight coupling of systems
B. Increased developer productivity through self-service of API assets
C. Improved security through adoption of monolithic architectures
D. Higher outcome repeatability through centralized development

Answer: B

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:
* Definition: API-led connectivity enables developers to discover, access, and use APIs through a centralized platform like Anypoint Exchange, promoting self-service.
* Productivity: Developers can quickly find and integrate existing APIs, reducing the time and effort required to build new functionalities from scratch.
* Business Benefits:
* Reusability: Encourages the reuse of APIs across projects, leading to faster development cycles and reduced duplication of efforts.
* Agility: Enhances the ability to respond to changing business needs by providing a flexible and modular integration framework.
* Scalability: Facilitates the scaling of integration solutions as business requirements grow.
References
* API-led Connectivity: MuleSoft API-led Connectivity
* Business Benefits: Why API-led Connectivity?

NEW QUESTION # 34
Which Exchange asset type represents a complete API specification in RAML or OAS format?

A. SOAP APIs
B. REST APIs
C. API Spec Fragments
D. Connectors

Answer: B

Explanation:
In Anypoint Exchange, a REST API asset represents a complete API specification in RAML (RESTful API Modeling Language) or OAS (OpenAPI Specification) format. Here's a detailed explanation:
* REST APIs:
* Definition: REST APIs are application programming interfaces that adhere to the principles of REST, allowing interaction with RESTful web services.
* Specifications: Typically defined using RAML or OAS to describe the API's endpoints, methods, request/response structures, and security protocols.
* Asset Types in Anypoint Exchange:
* REST APIs: Represent the full API specification, including all necessary details for developers to understand and use the API.
* SOAP APIs: Define APIs following the SOAP protocol, often using WSDL.
* Connectors: Provide pre-built connectivity to various systems and services.
* API Spec Fragments: Reusable pieces of an API specification, such as data types or security schemes, that can be included in full API specifications.
* Usage:
* Discoverability: Developers can easily discover, review, and reuse these API specifications in their projects.
* Documentation: Provides comprehensive documentation generated from the API specification, ensuring consistency and clarity.
References
* MuleSoft Documentation: REST APIs in Exchange
* RAML and OAS:RAML,OpenAPI

NEW QUESTION # 35
An integration team follows MuleSofts recommended approach to full lifecycle API development Which activity should this team perform during the API implementation phase?

A. Use the API specification to build the MuleSoft application
B. Design the API specification
C. Use the API specification to monitor the MuleSoft application
D. Validate the API specification

Answer: A

Explanation:
MuleSoft recommends a full lifecycle API development approach which includes several phases such as design, implementation, testing, deployment, and management. During the API implementation phase, the primary activity is to use the API specification to build the MuleSoft application. Here's a detailed explanation:
* API Design:
* Create API Specification: Initially, an API specification is created using RAML or OAS (OpenAPI Specification) to define the API's structure, endpoints, request/response formats, and security requirements.
* API Implementation:
* Build Mule Application: Using the API specification as a blueprint, the development team implements the MuleSoft application. This involves creating flows, integrating with backend systems, and ensuring the API functions as specified.
* APIKit: MuleSoft provides APIKit, a tool that automatically generates Mule flows based on the API specification, speeding up the development process.
* Testing: During implementation, unit tests (using MUnit) and integration tests are created to ensure the API behaves as expected.
* Validation and Monitoring:
* Validate Against Specification: Throughout the implementation phase, the API is continuously validated against the original specification to ensure compliance.
* Deployment and Monitoring: Post-implementation, the API is deployed, and tools like Anypoint Monitoring are used to monitor its performance and usage.
References
* MuleSoft Documentation: Full Lifecycle API Management
* APIKit: Building APIs with APIKit

NEW QUESTION # 36
Whatis a core pillar of the MuleSoftCatalyst delivery approach?

A. Scope reduction
B. Process thinking
C. Technology centralization
D. Business outcomes

Answer: D

Explanation:
MuleSoft Catalyst is a unique delivery approach designed to help organizations achieve successful digital transformation. Here's a detailed explanation of the core pillar of Business Outcomes:
* Focus on Business Outcomes:
* Customer Success: MuleSoft Catalyst emphasizes the importance of aligning technology initiatives with business objectives to drive measurable outcomes.
* Value Realization: By prioritizing business outcomes, the approach ensures that the integration solutions deliver tangible value and support strategic goals.
* Methodology:
* Discover: Identifying and understanding the key business challenges and opportunities.
* Design: Crafting solutions that directly address business needs, ensuring alignment with overall strategy.
* Deliver: Implementing the solutions effectively to achieve the desired business outcomes.
* Optimize: Continuously improving and adapting the solutions to sustain and enhance business value.
References
* MuleSoft Documentation: MuleSoft Catalyst
* Business Outcomes Focus: Catalyst Methodology

NEW QUESTION # 37
A high-volume eCommerce retailer receives thousands of orders per hour and requires notification of its order management warehouse, and billing systems for subsequent processing within 15 minutes of order submission through its website Which integration technology, when used for its typical and intended purpose, meets the retailer's requirements for this use case?

A. Publish/Subscribe Messaging Bus (Pub/Sub)
B. EnterpriseData Warehouse (EDW)
C. Managed File Transfer (MFT)
D. Extract Transform Load (ETL)

Answer: A

Explanation:
For a high-volume eCommerce retailer requiring real-time or near-real-time notifications to multiple systems, a Publish/Subscribe Messaging Bus is an ideal choice. Here's a detailed explanation:
* Publish/Subscribe Model:
* Definition: The Pub/Sub messaging model allows messages to be sent (published) by producers and received (subscribed to) by multiple consumers.
* Asynchronous Communication: It decouples the sender and receiver, enabling asynchronous communication.
* Use Case Fit:
* Real-Time Processing: Suitable for scenarios requiring real-time or near-real-time data processing and notification.
* Scalability: Handles high volumes of messages efficiently, making it suitable for environments with thousands of transactions per hour.
* Implementation:
* Message Broker: A message broker (e.g., Apache Kafka, RabbitMQ) can manage the distribution of messages to the order management, warehouse, and billing systems.
* Guaranteed Delivery: Ensures that messages are reliably delivered to all subscribed systems within the required time frame.
References
* Pub/Sub Messaging: Understanding Publish/Subscribe Messaging
* High-Volume Data Processing:Apache Kafka Use Cases

NEW QUESTION # 38
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