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MuleSoft-Integration-Associate Practice Questions

Question # 1
According to MuleSoftwhat is a major distinguishing characteristic of an application network m relation to the integration of systems, data, and devices?
A. It uses a well-organized monolithic approach with standards
B. It is built for change and self-service
C. It leverages well-accepted internet standards like HTTP and JSON
D. It uses CJ/CD automation for real-time project delivery


B. It is built for change and self-service

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:

Self-Service:

Characteristics:

References

MuleSoft Documentation: Application Networks

API-led Connectivity: MuleSoft API-led Connectivity


Question # 2
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. Horizontal
B. Down
C. Diagonal
D. Vertical


A. Horizontal

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:

Benefits:

Automatic Scaling:

References

Kubernetes Documentation: Horizontal Pod Autoscaling

Kubernetes Scalability: Understanding Kubernetes Scaling


Question # 3
Which Anypoint Platform component should a MuleSoft developer use to create an API specification prior to building the API implementation?
A. MUnit
B. API Designer
C. Runtime Manager
D. API Manager


B. API Designer

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. Here’s a detailed explanation:

API Designer:

Purpose: API Designer is a web-based tool within Anypoint Platform that allows developers to design, document, and test APIs.

Features:

Specification Languages: Supports RAML and OAS (OpenAPI Specification) for defining APIs.

Interactive Editing: Provides a graphical and text-based interface to design API specifications interactively.

Mocking Service: Allows developers to create mock services to simulate API behavior before the actual implementation.

Process:

Define API: Use API Designer to create a detailed API specification, including endpoints, methods, request/response schemas, and security schemes.

Documentation: Automatically generate API documentation that can be shared with stakeholders.

Testing: Test the API design using the built-in mocking service to ensure it meets requirements.

References

MuleSoft Documentation: API Designer

API Design Best Practices: Designing APIs


Question # 4
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?
A. Lack of alignment around business outcomes
B. Reliance on an Integration-Platform-as-a-Service (iPaaS)
C. Following an Agile delivery methodology
D. Spending too much time on enablement


A. Lack of alignment around business outcomes

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. Here’s a detailed explanation:

Lack of Alignment:

Common Causes:

Solution:

References

MuleSoft Surveys: State of IT Digital Transformation
Causes of IT Project Failure: Common Reasons for Project Failure

Question # 5
CloudHub is an example of which cloud computing service model?
A. Software as a Service (SaaS)
B. Platform as a Service (PaaS)
C. Infrastructure as a Service (laaS)
D. Monitoring as a Service (MaaS)


B. Platform as a Service (PaaS)

Explanation:

CloudHub is MuleSoft’s integration platform as a service (iPaaS) offering. It provides a platform for deploying and managing integration applications in the cloud.

Here’s a detailed explanation:

Platform as a Service (PaaS):

Benefits:

References

MuleSoft Documentation: CloudHub

Cloud Computing Models:PaaS Overview


Question # 6
Which Exchange asset type represents a complete API specification in RAML or OAS format?
A. SOAP APIs
B. REST APIs
C. Connectors
D. API Spec Fragments


B. REST APIs

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:

Asset Types in Anypoint Exchange:

Usage:

References

MuleSoft Documentation: REST APIs in Exchange

RAML and OAS:RAML,OpenAPI


Question # 7
An integration architect is designing an API that must accept requests from API clients for both XML and JSON content over HTTP/1 1 by default. Which API architectural style when used for its intended and typical purposes, should the architect choose to meet these requirements?
A. SOAP
B. GraphQL
C. REST
D. gRPC


C. REST

Explanation:

REST (Representational State Transfer) is an architectural style commonly used for designing networked applications, particularly APIs that need to handle multiple content types over HTTP. Here’s a detailed explanation:

Content Negotiation:

HTTP Protocol:

Advantages:

References

REST API Design:RESTful Web Services

Content Negotiation:HTTP Content Negotiation


Question # 8
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?
A. 2xx
B. 3xx
C. 5xx
D. 4xx


A. 2xx

Explanation:

In HTTP/1.1, response status codes are categorized to indicate the result of a client’s request. Here’s a detailed explanation of the 2xx class of HTTP response status codes:

2xx Success Codes:

Importance:

References

IETF RFC 7231: HTTP/1.1 Semantics and Content

HTTP Status Codes:HTTP Status Code Definitions


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Exam Name: Salesforce Certified MuleSoft Integration Associate (WI25)
Certification Name: Salesforce MuleSoft

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