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Salesforce Certified MuleSoft Associate Sample Questions (Q40-Q45):

NEW QUESTION # 40
According to the National Institute of Standards and Technology (NIST) which cloud computing deployment model describes a composition of two or more distinct clouds that support data and application portability?

A. Public cloud
B. Community cloud
C. Hybrid cloud
D. Private cloud

Answer: C

Explanation:
According to the National Institute of Standards and Technology (NIST), a hybrid cloud is a cloud computing deployment model that consists of a combination of two or more distinct cloud infrastructures (private, community, or public) that remain unique entities but are bound together by standardized or proprietary technology that enables data and application portability. Here's a detailed explanation:
Hybrid Cloud:
Definition: Combines on-premises infrastructure (private cloud) with public cloud services, allowing data and applications to be shared between them.
Portability: Ensures seamless data and application movement between the private and public clouds.
Integration: Uses technology such as VPNs, APIs, or hybrid cloud management tools to integrate the environments.
Benefits:
Flexibility: Offers greater flexibility in deploying workloads where they are most appropriate.
Scalability: Provides scalability by leveraging public cloud resources while maintaining control over critical applications in a private cloud.
Cost Efficiency: Optimizes costs by utilizing public cloud resources for less sensitive workloads while keeping sensitive data in a private cloud.
NIST Cloud Computing: NIST Definition of Cloud Computing
Hybrid Cloud: What is Hybrid Cloud?

NEW QUESTION # 41
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. Improved security through adoption of monolithic architectures
B. Increased developer productivity through self-service of API assets
C. Greater project predictability through tight coupling of systems
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.
API-led Connectivity: MuleSoft API-led Connectivity
Business Benefits: Why API-led Connectivity?

NEW QUESTION # 42
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. Developing a specification so consumers can test before the implementation is built
B. Publishing the fully implemented API to Exchange so all developers can reuse the API
C. Adding global policies to the API so all developers automatically secure the implementation before coding anything
D. Building MUnit tests so administrators can confirm code coverage percentage during deployment

Answer: A

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 # 43
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. Managed File Transfer (MFT)
C. Enterprise Data Warehouse (EDW)
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.
Pub/Sub Messaging: Understanding Publish/Subscribe Messaging
High-Volume Data Processing: Apache Kafka Use Cases

NEW QUESTION # 44
According to MuleSoft which principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?

A. Service interdependence
B. Service centralization
C. Service statefulness
D. Service reusability

Answer: D

Explanation:
Both Service-Oriented Architecture (SOA) and API-led connectivity emphasize the principle of service reusability. Here's a detailed explanation:
Service Reusability:
Definition: Service reusability is the principle where services are designed to be reusable across different applications and use cases.
SOA: In SOA, services are modular components that can be reused in various business processes, reducing redundancy and promoting efficient service composition.
API-led Connectivity: This approach also stresses creating reusable APIs (System APIs, Process APIs, Experience APIs) that can be leveraged across multiple projects and applications.
Benefits:
Efficiency: Reduces development time and effort by reusing existing services.
Consistency: Ensures consistency in business logic and data access across different applications.
Scalability: Facilitates scaling by using standardized and reusable services/APIs.
MuleSoft Documentation: SOA vs. API-led Connectivity
Service Reusability: Principles of Service Reusability

NEW QUESTION # 45
......

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