This page was exported from Free Exam Dumps Collection [ http://free.examcollectionpass.com ] Export date:Wed Nov 27 22:25:35 2024 / +0000 GMT ___________________________________________________ Title: [Q10-Q24] MuleSoft-Integration-Associate by Salesforce Actual Free Exam Questions And Answers [UPDATED 2024] --------------------------------------------------- MuleSoft-Integration-Associate by Salesforce Actual Free Exam Questions And Answers [UPDATED 2024] MuleSoft-Integration-Associate Questions Truly Valid For Your Salesforce Exam! NEW QUESTION 10A Kubernetes controller automatically adds another pod replica to the resource pool in response to increased application load Which scalability option is the controller implementing?  Horizontal  Down  Diagonal  Vertical 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 ScalingNEW QUESTION 11Whatis a core pillar of the MuleSoftCatalyst delivery approach?  Technology centralization  Scope reduction  Business outcomes  Process thinking 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 MethodologyNEW QUESTION 12An organization needs to procure an enterprise software system to increase cross-selling opportunities and better track prospect data.Which category of enterprise software has these core capabilities,when used for its typical andintended purpose?  IT Service Management (ITSM)  Supply Cham Management (SCM)  Customer Relationship Management (CRM)  Business-to-Business (B2B) Customer Relationship Management (CRM) systems are designed to manage an organization’s interactions with current and potential customers. Here’s a detailed explanation:* Core Capabilities:* Cross-Selling Opportunities: CRM systems track customer interactions, preferences, and purchasing history, helping businesses identify opportunities for cross-selling and upselling.* Prospect Data Management: CRM systems manage prospect information, track leads, and nurture relationships through the sales funnel.* Typical Use:* Sales Management: Helps sales teams manage and analyze customer interactions and data throughout the customer lifecycle.* Marketing Automation: Assists in automating marketing campaigns, segmenting customer lists, and tracking campaign effectiveness.* Customer Service: Provides tools for managing customer support cases, improving customer* satisfaction, and retaining customers.References* CRM Overview:What is CRM?* Benefits of CRM: Why CRM MattersNEW QUESTION 13According 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?  Request-Reply  Batch  Multicast  One-way 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 PatternNEW QUESTION 14According 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?  Public cloud  Private cloud  Community cloud  Hybrid cloud 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.References* NIST Cloud Computing:NIST Definition of Cloud Computing* Hybrid Cloud: What is Hybrid Cloud?NEW QUESTION 15In 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 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 16Which role is primarily responsible for building API implementations as part of a typical MuleSoft integration project?  API Developer  API Designer  Operations  Integration Architect In a typical MuleSoft integration project, the role of building API implementations is primarily assigned to an API Developer. Here’s a detailed explanation:* API Developer:* Responsibilities: Focuses on implementing the technical aspects of APIs, including coding, testing, and deploying API endpoints.* Skills: Requires proficiency in MuleSoft Anypoint Platform, MuleSoft connectors, and API development best practices.* Typical Tasks:* API Implementation: Writing code to implement API logic and data processing.* Integration: Connecting APIs to backend systems, databases, and external services.* Testing: Developing and executing unit and integration tests to ensure API functionality and reliability.References* MuleSoft Role Descriptions: API Developer* API Development Lifecycle: Building APIsNEW QUESTION 17Which 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 Anypoint Platform, MuleSoft’s unified platform for API design and integration, offers several productivity advantages for both implementing and managing APIs. Among these features, automatic API proxy generation is particularly beneficial. Here’s a step-by-step explanation:* API Implementation:* Design Center: In the Design Center, users can create API specifications using RAML or OAS.This environment provides tools to design and document APIs effectively.* Exchange: After defining the API, it can be published to Anypoint Exchange where it can be shared and discovered by others within the organization.* Automatic API Proxy Generation:* When an API is published to Exchange, Anypoint Platform allows for the automatic creation of an API proxy. An API proxy acts as a facade for your backend API, providing a layer of abstraction and security.* Advantages:* Security: Protects backend services by exposing only necessary endpoints and handling authentication, authorization, and rate limiting.* Traffic Management: Helps in managing traffic through throttling and caching.* Monitoring: Facilitates monitoring and logging to track API usage and performance.* This automation saves time and reduces the complexity of manual proxy setup, allowing developers to focus on core business logic.* API Management:* API Manager: Provides a dashboard to manage API policies, versions, and SLA tiers. Users can apply security policies, monitor traffic, and analyze API usage.* Monitoring: Integrated with Anypoint Monitoring, users get insights into API performance and health, enabling proactive management.References* MuleSoft Documentation: API Proxies* MuleSoft Anypoint Platform Overview: Anypoint PlatformNEW QUESTION 18Which component of AnypointPlatform belongs to the platform control plane”?  Runtime Replica  Anypoint Connectors  API Manager  Runtime Fabric In Anypoint Platform, the control plane is responsible for managing and controlling the various components and services that make up the platform. API Manager is part of the control plane, providing centralized management of APIs. Here’s a detailed explanation:* Control Plane:* Definition: The control plane in Anypoint Platform is responsible for the management, monitoring, and control of APIs, applications, and other platform resources.* Components: Includes tools for API management, analytics, security, and governance.* API Manager:* Purpose: Allows users to manage API policies, monitor API usage, and secure APIs. It provides a centralized interface for managing the entire lifecycle of APIs.* Features:* Policy Enforcement: Apply security policies, rate limiting, and other governance rules.* Analytics and Monitoring: Track API performance, usage statistics, and detect anomalies.* Access Control: Manage user access and permissions for APIs.References* MuleSoft Documentation: API Manager* Anypoint Platform Overview: Anypoint PlatformNEW QUESTION 19What is an advantage of using OAuth 2 0 client credentials and access tokens over only API keys for API authentication?  If the access token is compromised, the client credentials do not have to be reissued  If the client ID is compromised it can be exchanged for an API key  If the access token is compromised it can be exchanged for an API key  If the client secret is compromised, the client credentials do not have to be reissued OAuth 2.0 provides a more secure and flexible way of handling API authentication compared to API keys.Here’s a detailed explanation of the advantage mentioned:* OAuth 2.0 Client Credentials Grant:* How It Works: In this flow, a client application uses its client ID and client secret to obtain an access token from the authorization server.* Access Tokens: These tokens are short-lived and used to authenticate API requests.* Security Advantages:* Token Compromise: If an access token is compromised, it only grants limited access because it has a short lifespan and can be easily revoked.* Client Credentials: The client credentials (client ID and secret) are not exposed during API calls, reducing the risk of them being compromised.* Token Refresh: New tokens can be obtained without exposing the client credentials again.* Comparison with API Keys:* API Keys: If an API key is compromised, it often provides long-term access without expiration.Revoking the API key impacts all users or applications using it.* OAuth Tokens: Compromised tokens can be individually revoked without needing to change the client credentials, minimizing disruption.References* OAuth 2.0 Framework: OAuth 2.0* MuleSoft Security Best Practices: API SecurityNEW QUESTION 20An API client makes an HTTP request to an API gateway with an Accept header containing the value“application/json”What is a valid HTTP response payload for this request in the client’s requested data format?  status: healthy  status(‘healthy’)  {“status” -healthy-}  <status>healthy< ‘status> When an API client makes an HTTP request with an Accept header containing the value “application/json”, the API server should respond with a payload formatted as JSON. Here’s a detailed explanation:* Accept Header:* Purpose: The Accept header indicates the media type(s) that the client is willing to receive from the server.* Value “application/json”: Specifies that the client expects a response in JSON format.* Valid JSON Response:* Format: JSON (JavaScript Object Notation) is a lightweight data interchange format that uses key-value pairs.* Example: A valid JSON response for the requested format would be{“status”: “healthy”}.* Key: “status”* Value: “healthy”References* JSON Standard: JSON.org* HTTP Headers:MDN HTTP HeadersNEW QUESTION 21According to MuleSoft which system integration term describes the method, format and protocol used for communication between two systems?  Interaction  Interface  Message  Component In system integration, the term “interface” describes the method, format, and protocol used for communication between two systems. Here’s a detailed explanation:* Interface:* Definition: An interface defines the point of interaction between two systems, specifying how data is exchanged, including the communication method, data format, and protocol.* Components: Typically includes API endpoints, data formats (e.g., JSON, XML), communication protocols (e.g., HTTP, HTTPS), and authentication mechanisms.* Importance:* Standardization: Ensures that different systems can communicate effectively by adhering to predefined standards and protocols.* Interoperability: Facilitates seamless interaction and data exchange between disparate systems, enhancing overall integration.* Examples:* RESTful APIs: Define interfaces using HTTP/HTTPS and data formats like JSON or XML.* SOAP Web Services: Use XML-based messages and protocols such as HTTP or HTTPS for communication.References* MuleSoft Documentation: System Integration Concepts* Interface Design: API InterfaceNEW QUESTION 22Which key DevOps practice and associated Anypoint Platform component should a MuleSoft integration team adopt to improve delivery quality?  Automated testing with MUnit  Passive monitoring with Anypoint Monitoring  Continuous design with API Designer  Manual testing with Anypoint Studio To improve delivery quality, a key DevOps practice is automated testing. Within the Anypoint Platform, MUnit is the tool specifically designed for this purpose. Here’s a step-by-step explanation:* Automated Testing:* Definition: Automated testing involves using software tools to execute tests on the application automatically, ensuring that the code works as expected.* Benefits: It increases efficiency, consistency, and coverage of tests, reducing the risk of human error.* MUnit:* Integration Testing: MUnit is MuleSoft’s integrated testing framework for applications built with Anypoint Studio. It allows developers to create and run tests for Mule applications, ensuring they function correctly.* Features:* Test Cases: Create comprehensive test cases to validate various parts of the Mule application.* Mocking: Mock external systems and dependencies, enabling isolated testing of application components.* Assertions: Validate the behavior of Mule flows with assertions.* Implementation Steps:* Design Tests: Within Anypoint Studio, design MUnit tests to cover different scenarios and edge cases of the Mule flows.* Run Tests: Execute these tests automatically during the CI/CD pipeline to ensure that new code changes do not break existing functionality.* Continuous Integration: Integrate MUnit tests with CI tools like Jenkins, Bamboo, or GitLab CI for continuous testing.References* MuleSoft Documentation: MUnit* DevOps Practices: MuleSoft DevOpsNEW QUESTION 23An 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 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:* Definition: REST APIs support content negotiation, allowing clients to request either XML or JSON formats by setting theAcceptheader in HTTP requests.* Flexibility: This capability makes REST ideal for scenarios where an API needs to serve multiple content types.* HTTP Protocol:* Usage: REST APIs operate over HTTP/1.1, making them compatible with web standards and easily accessible by various clients (browsers, mobile apps, etc.).* Methods: Supports standard HTTP methods like GET, POST, PUT, DELETE, allowing for CRUD operations.* Advantages:* Stateless: Each request from a client to server must contain all the information needed to understand and process the request.* Scalability: RESTful services can handle a high load of requests efficiently.References* REST API Design:RESTful Web Services* Content Negotiation:HTTP Content NegotiationNEW QUESTION 24Which Exchange asset type represents a complete API specification in RAML or OAS format?  SOAP APIs  REST APIs  Connectors  API Spec Fragments 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:* Definition: REST APIs are application programming interfaces that adhere to the principles of REST, allowing interaction with RESTful web services.* Specifications: Typically defined using RAML or OAS to describe the API’s endpoints, methods, request/response structures, and security protocols.* Asset Types in Anypoint Exchange:* REST APIs: Represent the full API specification, including all necessary details for developers to understand and use the API.* SOAP APIs: Define APIs following the SOAP protocol, often using WSDL.* Connectors: Provide pre-built connectivity to various systems and services.* API Spec Fragments: Reusable pieces of an API specification, such as data types or security schemes, that can be included in full API specifications.* Usage:* Discoverability: Developers can easily discover, review, and reuse these API specifications in their projects.* Documentation: Provides comprehensive documentation generated from the API specification, ensuring consistency and clarity.References* MuleSoft Documentation: REST APIs in Exchange* RAML and OAS:RAML,OpenAPI Loading … Get instant access of 100% real exam questions with verified answers: https://www.examcollectionpass.com/Salesforce/MuleSoft-Integration-Associate-practice-exam-dumps.html --------------------------------------------------- Images: https://free.examcollectionpass.com/wp-content/plugins/watu/loading.gif https://free.examcollectionpass.com/wp-content/plugins/watu/loading.gif --------------------------------------------------- --------------------------------------------------- Post date: 2024-10-05 16:50:23 Post date GMT: 2024-10-05 16:50:23 Post modified date: 2024-10-05 16:50:23 Post modified date GMT: 2024-10-05 16:50:23