Salesforce-MuleSoft-Associate PDF Exam Material 2025 Realistic Salesforce-MuleSoft-Associate Dumps Questions [Q24-Q44]

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Salesforce-MuleSoft-Associate PDF Exam Material 2025 Realistic Salesforce-MuleSoft-Associate Dumps Questions

Updated Salesforce Salesforce-MuleSoft-Associate Dumps – PDF & Online Engine

Salesforce Salesforce-MuleSoft-Associate Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	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.
Topic 3	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.

NO.24 A platform architect includes both an API gateway and a service mesh in the architecture of a distributed application for communication management.
Which type of communication management does a service mesh typically perform in this architecture?

Between services within the application

Between application services and the firewall

Between the application and external API clients

Between the application and external API implementations

NO.25 According to MuleSoft which principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?

Service interdependence

Service statefulness

Service reusability

Service centralization

NO.26 What is a defining characteristic of an Integration-Platform-as-a-Service (iPaaS)?

No-code

Code-first

On-premises

Cloud-based

NO.27 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?

Multicasting

Orchestration

Streaming

Aggregation

NO.28 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?

SOAP

GraphQL

REST

gRPC

NO.29 In which order are the API Client API Implementation and API Interface components called m a typical REST request?

API Client > API Interface > API Implementation

API Interface > API Client > API Implementation

API Implementation > API Interface > API Client

API Client > API Implementation > API Interface

NO.30 Which Exchange asset type represents a complete API specification in RAML or OAS format?

SOAP APIs

REST APIs

Connectors

API Spec Fragments

NO.31 Which productivity advantage does Anypoint Platform have to both implement and manage an API?

Automatic API specification generation

Automatic API governance

Automatic API proxy generation

Automatic API semantic versioning

NO.32 CloudHub is an example of which cloud computing service model?

Software as a Service (SaaS)

Platform as a Service (PaaS)

Infrastructure as a Service (laaS)

Monitoring as a Service (MaaS)

NO.33 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.)

Reduced time-to-market for the first application

Reduced application latency

Reduced IT operations effort

increased application isolation

Increased application throughput

NO.34 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?

Anypoint CLI

Mule Maven Plugin

Exchange Mocking Service

MUnit

NO.35 As part of a growth strategy a supplier signs a trading agreement with a large customer The customer sends purchase orders to the supplier according to the ANSI X12 EDI standard and the supplier creates the orders in its ERP system using the information in the EDI document The agreement also requires that the supplier provide a new RESTful API to process requests from the customer for current product inventory levels from the supplier’s ERP system.
Which two fundamental integration use cases does the supplier need to deliver to provide an end-to-end solution for this business scenario? (Choose two.)

Streaming data ingestion

User interface integration

Data mashups

Sharing data with external partners

Synchronized data transfer

NO.36 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?

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

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

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

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

NO.37 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?

Lack of alignment around business outcomes

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

Following an Agile delivery methodology

Spending too much time on enablement

NO.38 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?

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

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

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

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

NO.39 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?

Extract Transform Load (ETL)

Publish/Subscribe Messaging Bus (Pub/Sub)

Managed File Transfer (MFT)

Enterprise Data Warehouse (EDW)

NO.40 Which Anypoint Platform component helps integration developers discover and share reusable APIs, connectors and templates’?

Anypoint Exchange

Design Center

API Manager

Anypoint Studio