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Salesforce Certified MuleSoft Integration Associate Exam Sample Questions (Q13-Q18):

NEW QUESTION # 13
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. Diagonal
B. Down
C. Horizontal
D. Vertical

Answer: C

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:
* Definition: Horizontal scaling, also known as scaling out, involves adding more instances (pods) to distribute the load and increase capacity.
* Implementation in Kubernetes: Kubernetes uses controllers like the Horizontal Pod Autoscaler (HPA) to automatically adjust the number of pod replicas based on observed CPU utilization or other select metrics.
* Benefits:
* Load Distribution: By adding more pod replicas, the load is evenly distributed, reducing the risk of any single pod being overwhelmed.
* Fault Tolerance: Horizontal scaling enhances fault tolerance and availability, as multiple pod replicas can handle requests if one fails.
* Automatic Scaling:
* Kubernetes Controller: The HPA continuously monitors the application load and adjusts the number of pod replicas accordingly, ensuring optimal performance.
References
* Kubernetes Documentation: Horizontal Pod Autoscaling
* Kubernetes Scalability: Understanding Kubernetes Scaling

NEW QUESTION # 14
According to MuleSoftwhich principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?

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

Answer: B

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.
References
* MuleSoft Documentation: SOA vs. API-led Connectivity
* Service Reusability: Principles of Service Reusability

NEW QUESTION # 15
Whatis a core pillar of the MuleSoftCatalyst delivery approach?

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

Answer: B

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 # 16
According to MuleSoft a synchronous invocation of a RESTful API using HTTP to gel an individual customer record from a single system is an example of which system integration interaction pattern?

A. Batch
B. Request-Reply
C. One-way
D. Multicast

Answer: B

Explanation:
In system integration, different interaction patterns are used depending on the communication requirements between systems. For a synchronous invocation of a RESTful API using HTTP to get an individual customer record from a single system, the Request-Reply pattern is used. Here's a detailed explanation:
* Request-Reply Pattern:
* Definition: This pattern involves a client sending a request to a server and waiting for a reply. The communication is synchronous, meaning the client waits for the server to process the request and send back the response.
* Typical Use Case: It is used when immediate feedback is required from the server, such as retrieving a specific customer record.
* RESTful API and HTTP:
* Synchronous Communication: HTTP is inherently synchronous, making it suitable for Request-Reply interactions where the client expects an immediate response.
* Data Retrieval: Commonly used for GET requests in RESTful APIs to retrieve data from a server.
* Example:
* Scenario: A client application requests customer details by making a GET request to a RESTful API endpoint. The server processes the request and returns the customer record.
References
* MuleSoft Documentation: Integration Patterns
* REST API Design: Request-Reply Pattern

NEW QUESTION # 17
In which order are the API Client API Implementation and API Interface components called m a typical REST request?

A. API Client > API Implementation > API Interface
B. API Implementation > API Interface > API Client
C. API Interface > API Client > API Implementation
D. API Client > API Interface > API Implementation

Answer: D

Explanation:
In a typical REST request, the components are called in a specific order to handle the client's request and provide the response. Here's the order and detailed explanation:
* API Client:
* Initiates Request: The client (e.g., web or mobile application) sends a request to the API endpoint.
* API Interface:
* Gateway/Proxy: This layer is typically managed by an API gateway or proxy, which handles the incoming request, applies security policies, and routes it to the appropriate backend service.
* Responsibilities: Includes request validation, rate limiting, authentication, and authorization.
* API Implementation:
* Backend Service: The actual implementation of the API logic resides here. It processes the request, interacts with the necessary databases or external services, and generates the response.
References
* REST API Design:RESTful Web Services
* API Gateway: What is an API Gateway?

NEW QUESTION # 18
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