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[Hardware] Exam Salesforce-MuleSoft-Associate Testking - Salesforce-MuleSoft-Associate Reli

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【Hardware】 Exam Salesforce-MuleSoft-Associate Testking - Salesforce-MuleSoft-Associate Reli

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Salesforce Salesforce-MuleSoft-Associate Exam Syllabus Topics:
TopicDetails
Topic 1
  • Describe the components and benefits of Anypoint Platform for system integration: This section targets the knowledge base of a Platform Specialist and examines how MuleSoft’s Anypoint Platform supports enterprise integration. It requires identifying core platform components and understanding their functionality in system connectivity. Candidates must recognize various Anypoint Connectors, both protocol and application-based, and describe the advantages of the runtime and control planes in different hosting environments. It also focuses on the development tools and languages used by integration and DevOps professionals and highlights reusable components within Anypoint Exchange that accelerate integration delivery.
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
  • Explain the common technical complexities and patterns in integration development: This section tests the expertise of a Platform Specialist and explores various technical patterns and complexities found in integration development. It includes a comparative review of interaction patterns such as batch, stream, and multicast, as well as integration composition styles like orchestration and choreography. The section emphasizes the use of design-first API development, observability practices, and log management. It also introduces architecture concepts such as microservices versus monolithic deployment, hybrid and cloud infrastructure, and the roles of API gateways and service meshes.
Topic 4
  • Describe the components and benefits of Anypoint Platform for API management: This section of the exam is designed for Integration Architects and focuses on MuleSoft’s approach to API management. It outlines the primary components of Anypoint Platform that facilitate full lifecycle API development, including Universal API Management. The content highlights how the platform supports API-led connectivity and compares it with traditional API management approaches, emphasizing its superiority in delivering scalable and manageable enterprise APIs.

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Salesforce Certified MuleSoft Associate Sample Questions (Q18-Q23):NEW QUESTION # 18
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.
Kubernetes Documentation: Horizontal Pod Autoscaling
Kubernetes Scalability: Understanding Kubernetes Scaling

NEW QUESTION # 19
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 # 20
According to MuleSoft which system integration term describes the method, format and protocol used for communication between two systems?
  • A. Interface
  • B. Component
  • C. Message
  • D. Interaction
Answer: A
Explanation:
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.
MuleSoft Documentation: System Integration Concepts
Interface Design: API Interface

NEW QUESTION # 21
According to MuleSoft which principle Is common to both Service Oriented Architecture (SOA) and API-Jed connectivity approaches*?
  • A. Service statefulness
  • B. Service interdependence
  • C. Service reusability
  • D. Service centralization
Answer: C
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 # 22
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.)
  • A. Streaming data ingestion
  • B. Sharing data with external partners
  • C. User interface integration
  • D. Data mashups
  • E. Synchronized data transfer
Answer: B,E
Explanation:
To deliver an end-to-end solution for the described business scenario, the supplier needs to address both EDI processing and providing real-time data through a RESTful API. Here's a detailed explanation:
Sharing Data with External Partners:
EDI Integration: The supplier needs to process ANSI X12 EDI purchase orders from the customer and convert them into a format suitable for the ERP system.
Partner Integration: Establishing secure and reliable data exchanges with the customer is crucial for seamless transactions.
Synchronized Data Transfer:
Real-Time API: Providing a RESTful API to allow the customer to query current product inventory levels from the supplier's ERP system.
Data Consistency: Ensuring that the data provided through the API is accurate and up-to-date, reflecting the current state of the ERP system.
MuleSoft Documentation: EDI Integration
REST API Design: Designing APIs
Data Synchronization: Real-Time Integration

NEW QUESTION # 23
......
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