Exam Sample Integration-Architect Online, Integration-Architect Test Answers

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Salesforce Integration-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Integration Architecture Fundamentals- Integration concepts and patterns
  • 1. Batch data synchronization patterns
    • 2. Request and reply patterns
      • 3. Fire and forget patterns
        Topic 2: Data Integration and Management- Data transformation and mapping
        • 1. Middleware transformation tools
          • 2. ETL considerations
            - Data synchronization strategies
            • 1. Data consistency models
              • 2. Real-time vs batch integration
                Topic 3: Security and Identity- Authentication mechanisms
                • 1. OAuth 2.0 flows
                  • 2. SAML-based SSO
                    - Data security
                    • 1. Encryption in transit and at rest
                      • 2. API security best practices
                        Topic 4: Middleware and Integration Platforms- Integration middleware
                        • 1. MuleSoft Anypoint Platform
                          • 2. Enterprise Service Bus (ESB)
                            Topic 5: API and Connectivity- Salesforce APIs
                            • 1. REST API
                              • 2. Bulk API
                                • 3. Streaming API
                                  • 4. SOAP API
                                    - API-led connectivity
                                    • 1. System APIs
                                      • 2. Experience APIs
                                        • 3. Process APIs
                                          Topic 6: Event-Driven Architecture- Asynchronous integration
                                          • 1. Pub/Sub model
                                            • 2. Event ordering and reliability
                                              - Event messaging systems
                                              • 1. Change Data Capture (CDC)
                                                • 2. Platform Events

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                                                  Updated Exam Sample Integration-Architect Online offer you accurate Test Answers | Salesforce Certified Integration Architect

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                                                  Salesforce Certified Integration Architect Sample Questions (Q114-Q119):

                                                  NEW QUESTION # 114
                                                  Northern Trail Outfitters uses Salesforce to track leads and opportunities, and to capture order details.
                                                  However, Salesforce isn't the system that holds or processes orders. After the order details are captured in Salesforce, an order must be created in the Remote system, which manages the order's lifecycle. The integration architect for the project is recommending a remote system that will subscribe to the platform event defined in Salesforce. Which integration pattern should be used for this business use case?

                                                  Answer: A

                                                  Explanation:
                                                  In this scenario, Salesforce acts as the trigger for a business process that completes in an external system. The architect's recommendation for the remote system to subscribe to a platform event is the classic implementation of the Remote Process Invocation-Fire and Forget pattern.1 In a Fire and Forget pattern, Salesforce initiates a process by publishing a message (the event) to the event bus and then immediately continues its own2 processing without waiting for a functional response from the target system. The "Fire" part occurs when the order details are captured and the event is published; the
                                                  "Forget" part refers to Salesforce handing off the responsibility of order creation to the remote system. This pattern is ideal for improving user experience and system performance, as it avoids blocking the user interface while waiting for potentially slow back-office systems to respond.
                                                  Option A (Request and Reply) is incorrect because that would require Salesforce to make a synchronous call and wait for the remote system to confirm the order was created before allowing the user to proceed. Option C (Remote Call-In) is the inverse of what is described; it would involve the remote system actively reaching into Salesforce to "pull" the data, whereas here Salesforce is "pushing" the notification via an event stream.
                                                  By using Platform Events to facilitate this hand-off, Northern Trail Outfitters ensures a decoupled, scalable architecture where the remote system can process orders at its own pace while Salesforce remains responsive to sales users.


                                                  NEW QUESTION # 115
                                                  A company that is a leading provider of courses and training delivers courses using third party trainers. The trainer for the company has to be verified from 10 different training accreditation verification agencies before providing training for the company. Each training accreditation agency has its own response time, which could take days to confirm a trainer.
                                                  The company decided to automate the trainer accreditation verification process by integrating to the agencies' web services.
                                                  What is the recommended approach to automate this process?

                                                  Answer: D

                                                  Explanation:
                                                  Explanation
                                                  Answer D is valid because using middleware to handle the call out to the 10 different verification services is a scalable and reliable solution that can handle the complexity and variability of the integration. The middleware can orchestrate the calls to the different web services, consolidate the verification results, and handle any errors or retries. The middleware can then make a call-in to Salesforce and update the verification status to "verified" using an API or a platform event12 Answer A is not valid because using Salesforce external service to make the call out to the 10 different verification services is not a feasible or efficient solution. Salesforce external service is a feature that allows invoking an external service from a flow and mapping its inputs and outputs to flow variables.
                                                  However, this feature requires configuring an Apex action, a named credential, and an external service definition for each web service, which is not a low code solution. Moreover, this feature does not support checking the verification agencies until the result is verified, as it only invokes the external service once per flow interview3 Answer B is not valid because creating a trigger on the trainer record to make a callout to each verification agency is not a recommended or robust solution. Triggers are Apex code that execute before or after database events, such as insert, update, or delete. However, triggers cannot make callouts directly, as they are part of a database transaction and must complete quickly. To make a callout from a trigger, an asynchronous process such as a future method or a queueable job must be used, which adds complexity and overhead to the integration. Moreover, triggers have limits on the number of callouts and asynchronous calls they can make per transaction, which may affect the scalability and reliability of the integration.
                                                  Answer C is not valid because making an Apex callout using @future annotation to make the call out to all different agencies is not a suitable or reliable solution. The @future annotation allows marking a method for execution at a later time when system resources become available. However, this annotation has several limitations and drawbacks, such as:
                                                  Future methods cannot return values, so they cannot update the trainer status to "verified" directly.
                                                  Future methods have limits on the number of callouts and future calls they can make per execution, which may affect the scalability and reliability of the integration.
                                                  Future methods run in their own thread and do not share any static variables or state with other methods, which makes it difficult to consolidate the verification results from different agencies.
                                                  Future methods are not guaranteed to execute at a specific time or order, which may affect the timeliness and accuracy of the integration.
                                                  1: Orchestration Pattern 2: Remote Process Invocation-Request and Reply 3: External Services : Apex Developer Guide: Triggers : Apex Developer Guide: Using Future Methods


                                                  NEW QUESTION # 116
                                                  Northern Trail Outfitters is planning to perform nightly batch loads into Salesforce from an externalsystem with a custom Java application using the and the CIO is curious about monitoring recommendations for the jobs from the Technical Architect Which two recommendations will help meet the requirements?
                                                  Choose 2 answers

                                                  Answer: B,D

                                                  Explanation:
                                                  Explanation
                                                  Visually monitor in the Salesforce UI using the "Bulk Data Load Jobs" in Salesforce in the setup menu, and use the getBatchInfo method in the Java application to monitor the status of the jobs from the Java application.
                                                  These two methods can help the Technical Architect to monitor the nightly batch loads into Salesforce from an external system with a custom Java application using the Bulk API. The "Bulk Data Load Jobs" page in Salesforce shows the status, progress, and results of each batch load job. The getBatchInfo method in the Java application returns a BatchInfo object that contains information about a batch, such as its ID, state, number of records processed, and number of errors. References: Certification - Integration Architect - Trailhead, [Bulk API Developer Guide]


                                                  NEW QUESTION # 117
                                                  Which three considerations should an Integration Architect consider when recommending Platform Event as a Integration solution?
                                                  Choose 3 answers

                                                  Answer: A,C,D

                                                  Explanation:
                                                  These are three considerations that an Integration Architect should consider when recommending Platform Event as an Integration solution. Platform Events are a type of event-driven architecture thatallows you to publish and subscribe to custom events in Salesforce and external systems. Platform Events have some limitations and features that an Integration Architect should be aware of, such as:
                                                  Inability to query event messages using SOQL. Platform Events are not stored in Salesforce database, but in an event bus that retains them for 24 hours. You cannot use SOQL to query event messages, but you can use the EventLogFile object or the Event Monitoring feature to access them.
                                                  Inability to create a Lightning record page for platform events. Platform Events are not standard or custom objects, but a special type of sObject that can be inserted into the event bus. You cannot create a Lightning record page for platform events, but you can use Apex triggers, Lightning web components, or CometD clients to subscribe to them.
                                                  When you delete an event definition, it's permanently removed and can't be restored. An event definition is a metadata type that defines the schema and properties of a platform event message.You can create or modify event definitions in Salesforce Setup or using Metadata API. However, if you delete an event definition, it's permanently removed from your org and can't be restored. You also lose access to any event messages that use that eventdefinition.
                                                  References: Certification - Integration Architect - Trailhead, [Platform Events Developer Guide]


                                                  NEW QUESTION # 118
                                                  A company that is a leading provider of training delivers courses to students globally. The company decided touse customer community in order to allow Studer to log in to the community, register for courses and pay course fees. The company has a payment gateway that takes more than 30 seconds to process the pays transaction. Students would like to get the paymentresult in real-time so in case an error happens, the students can retry the payment process.
                                                  What is the recommended integration approach to process payments based on this requirement?

                                                  Answer: B

                                                  Explanation:
                                                  The continuation class in Apex allows you to makelong-running requests to external web services and process their responses in a callback method. This is useful for scenarios where the response time exceeds the normal Apex limits, such as 10 seconds for synchronous transactions or 120 seconds for asynchronous transactions. By using continuation, you can avoid hitting these limits and provide a better user experience1 References: Callout Limits and Limitations


                                                  NEW QUESTION # 119
                                                  ......

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