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Salesforce Certified MuleSoft Integration Associate Exam Sample Questions (Q11-Q16):

NEW QUESTION # 11
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. Vertical
C. Down
D. Horizontal

Answer: D

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 # 12
Which AnypointPlatform component helps integration developers discover and share reusable APIs, connectors and templates'?

A. Anypoint Studio
B. Anypoint Exchange
C. API Manager
D. Design Center

Answer: B

Explanation:
Anypoint Exchange is a component of the Anypoint Platform that helps integration developers discover and share reusable APIs, connectors, and templates. Here's a detailed explanation:
* Anypoint Exchange:
* Purpose: Acts as a centralized repository for discovering, sharing, and reusing APIs, connectors, templates, and other integration assets.
* Discovery: Developers can search for and find existing APIs, connectors, and templates within the organization or from the wider MuleSoft community.
* Sharing: Allows developers to publish their APIs and assets, making them available for reuse by others in the organization.
* Benefits:
* Reusability: Promotes reuse of existing assets, reducing development time and effort.
* Collaboration: Facilitates collaboration and sharing of best practices among development teams.
* Documentation: Provides comprehensive documentation and usage examples for each asset.
References
* MuleSoft Documentation: Anypoint Exchange
* Anypoint Platform Features: Discover and Share with Exchange

NEW QUESTION # 13
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. Multicast
B. Batch
C. Request-Reply
D. One-way

Answer: C

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 # 14
A system administrator needs to determine when permissions were last changed for an Anypoint Platform user.
Which Anypoint Platform component should the administrator use to obtain this information?

A. Anypoint Studio
B. Audit Logging
C. Mule Stack Traces
D. Anypoint Monitoring

Answer: B

Explanation:
Anypoint Platform provides various tools and components for managing and monitoring the platform and its activities. To determine when permissions were last changed for an Anypoint Platform user, Audit Logging is the appropriate component to use. Here's a detailed explanation:
* Audit Logging:
* Purpose: Audit logs capture detailed records of user activities and changes within the Anypoint Platform, including permission changes.
* Access: Administrators can access audit logs through the Anypoint Platform's management console.
* Information Captured:
* User Actions: Logs include information about user logins, permission changes, API deployments, and other critical actions.
* Timestamp: Each log entry is timestamped, providing the exact time and date when the permissions were changed.
* Use Case:
* Monitoring and Security: Audit logs are crucial for monitoring platform activities, ensuring compliance, and investigating security incidents.
References
* MuleSoft Documentation: Anypoint Platform Audit Logging

NEW QUESTION # 15
An organization's IT learn follows an API-led connectivity approach and must use Anypomt Platform to implement a System API that securely accesses customer data The organization uses Salesforce as the system of record for all customer data and its most important objective is to reduce the overall development time to release the System API The team's integration architect has identified four different approaches to access the customer data from within the implementation of the System API by using different Anypoint Connectors that all meet the technical requirements of the project Which approach should the team choose to meet the organization's objective to reduce the time to develop and release the System API?

A. Use the Anypoint Connector for HTTP to connect to the Salesforce APIs to directly access the customer data
B. Use the Anypoint Connector for Database to connect to a MySQL database to access a copy of the customer data
C. Use the Anypoint Connector for Salesforce to connect to the Salesforce APIs to directly access the customer data
D. Use the Anypoint Connector for FTP to download a file containing a recent near-real time extract of the customer data

Answer: C

Explanation:
In an API-led connectivity approach, using the most efficient method to access system data can significantly reduce development time. Here's why using the Anypoint Connector for Salesforce is the best approach:
* Direct Access:
* Salesforce APIs: The Anypoint Connector for Salesforce provides direct access to Salesforce APIs, allowing the System API to retrieve customer data efficiently and securely.
* No Middleware: Directly accessing Salesforce eliminates the need for intermediary steps, reducing complexity and potential points of failure.
* Reduced Development Time:
* Out-of-the-Box Functionality: The connector offers pre-built operations and functionalities tailored for Salesforce, speeding up development.
* Configuration Over Coding: Using the connector involves minimal configuration compared to coding custom integration logic, leading to faster implementation.
* Security:
* Built-in Security: The connector handles authentication and authorization, ensuring secure data access in line with Salesforce security protocols.
* Alternative Approaches:
* HTTP Connector: While functional, it requires more custom handling for Salesforce API interactions and error management.
* Database Connector: Accessing a database copy of Salesforce data may involve data synchronization challenges and does not provide real-time data.
* FTP Connector: Using FTP for data extracts is less efficient and introduces delays in accessing up-to-date information.
References
* MuleSoft Documentation: Salesforce Connector
* API-led Connectivity: MuleSoft API-led Connectivity

NEW QUESTION # 16
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