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MULESOFT-INTEGRATION-ASSOCIATE Real Exam Questions

Salesforce Certified MuleSoft Integration Associate (SP25)

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Question 1 Single choice

In preparation for a digital transformation initiative an organization is reviewing related IT integration projects that failed for various reasons According to MuleSoft's surveys of global IT leaders, what is a common cause of IT project failure that this organization may likely discover in its assessment?

  1. A

    Lack of alignment around business outcomes

  2. B

    Reliance on an Integration-Platform-as-a-Service (iPaaS)

  3. C

    Following an Agile delivery methodology

  4. D

    Spending too much time on enablement

Show answer and explanation

Correct answer: A

Explanation

One common cause of IT project failure identified by MuleSoft's surveys of global IT leaders is the lack of
alignment around business outcomes.
References:
MuleSoft Surveys: State of IT Digital Transformation Causes of IT Project Failure: Common Reasons for Project Failure

Question 2 Multiple choice

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.)

  1. A

    Reduced time-to-market for the first application

  2. B

    Reduced application latency

  3. C

    Reduced IT operations effort

  4. D

    increased application isolation

  5. E

    Increased application throughput

Show answer and explanation

Correct answers: A, C

Explanation

Choosing a MuleSoft-hosted Anypoint Platform runtime plane offers several advantages, particularly in terms of deployment efficiency and operational management.
References:
MuleSoft Documentation: Anypoint Platform Deployment Models Benefits of MuleSoft-Hosted Runtime: CloudHub Advantages

Question 3 Single choice

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

  1. A

    No-code

  2. B

    Code-first

  3. C

    On-premises

  4. D

    Cloud-based

Show answer and explanation

Correct answer: D

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.
References:
iPaaS Overview: What is iPaaS?
Cloud-based Integration: iPaaS Characteristics

Question 4 Single choice

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?

  1. A

    status: healthy

  2. B

    status('healthy')

  3. C

    {"status" -healthy-}

  4. D

    <status>healthy< 'status>

Show answer and explanation

Correct answer: C

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.
References:
JSON Standard: JSON.org
HTTP Headers:MDN HTTP Headers

Question 5 Single choice

A developer is examining the responses from a RESTful web service that is compliant with the Hypertext Transfer Protocol (HTTP/1 1) as defined by the Internet Engineering Task Force (IETF).

In this HTTP/1 1-comphanl web service, which class of HTTP response status codes should be specified to indicate when client requests are successfully received, understood and accepted by the web service?

  1. A

    2xx

  2. B

    3xx

  3. C

    5xx

  4. D

    4xx

Show answer and explanation

Correct answer: A

Explanation

In HTTP/1.1, response status codes are categorized to indicate the result of a client's request.
References:
IETF RFC 7231: HTTP/1.1 Semantics and Content
HTTP Status Codes:HTTP Status Code Definitions

Question 6 Single choice

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?

  1. A

    Extract Transform Load (ETL)

  2. B

    Publish/Subscribe Messaging Bus (Pub/Sub)

  3. C

    Managed File Transfer (MFT)

  4. D

    EnterpriseData Warehouse (EDW)

Show answer and explanation

Correct answer: B

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.
References:
Pub/Sub Messaging: Understanding Publish/Subscribe Messaging High-Volume Data Processing:Apache
Kafka Use Cases

Question 7 Single choice

Which AnypointPlatform component should a MuleSoft developer use to create an API specification prior to building the API implementation?

  1. A

    MUnit

  2. B

    API Designer

  3. C

    Runtime Manager

  4. D

    API Manager

Show answer and explanation

Correct answer: B

Explanation

Creating an API specification before building the API implementation is a critical step in API development.
MuleSoft's API Designer is the tool designed for this purpose.
References:
MuleSoft Documentation: API Designer
API Design Best Practices: Designing APIs

Question 8 Single choice

According to MuleSoft which system integration term describes the method, format and protocol used for communication between two systems?

  1. A

    Interaction

  2. B

    Interface

  3. C

    Message

  4. D

    Component

Show answer and explanation

Correct answer: B

Explanation

In system integration, the term "interface" describes the method, format, and protocol used for
communication between two systems.
References:
MuleSoft Documentation: System Integration Concepts Interface Design: API Interface

Question 9 Single choice

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?

  1. A

    Building MUnit tests so administrators can confirm code coverage percentage during deployment

  2. B

    Publishing the fully implemented API to Exchange so all developers can reuse the API

  3. C

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

  4. D

    Adding global policies to the API so all developers automatically secure the implementation before coding anything

Show answer and explanation

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

Question 10 Single choice

An application load balancer routes requests to a RESTful web API secured by Anypomt Flex Gateway

Which protocol is involved in the communication between the load balancer and the Gateway?

  1. A

    LDAP

  2. B

    HTTPS

  3. C

    SFTP

  4. D

    SMTP

Show answer and explanation

Correct answer: B

Explanation

In scenarios where an application load balancer routes requests to a RESTful web API secured by Anypoint Flex Gateway, HTTPS is the protocol used.
References:
HTTPS Protocol:What is HTTPS?
API Gateway Security: Anypoint Flex Gateway