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| Section | Objectives |
|---|---|
| Topic 1: Event-Driven Architecture | - Event messaging systems
|
| Topic 2: Security and Identity | - Data security
|
| Topic 3: Integration Architecture Fundamentals | - Integration concepts and patterns
|
| Topic 4: API and Connectivity | - API-led connectivity
|
| Topic 5: Middleware and Integration Platforms | - Integration middleware
|
| Topic 6: Data Integration and Management | - Data transformation and mapping
|
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NEW QUESTION # 106
Northern Trail Outfitters has recently experienced intermittent network outages in its call center. When network service resumes, Sales representatives have inadvertently created duplicate orders in the manufacturing system because the order was placed but the return acknowledgement was lost during the outage.
Which solution should an architect recommend to avoid duplicate order booking?
Answer: B
Explanation:
Explanation
Idempotent design means that the same request can be repeated multiple times without changing the outcome.
This is useful for avoiding duplicate orders in case of network failures or timeouts. By implementing idempotent design, the sales representatives can retry the order(s) in question without creating duplicates in the manufacturing system. Outbound messaging is not a reliable solution because it does not guarantee delivery or acknowledgement of messages. Scheduled apex is not a real-time solution and may not catch all the duplicate or missing orders
NEW QUESTION # 107
Northern Trail Outfitters (NTO) has an integration set up between a Salesforce org and a quoting system. NTO would like to show a notification to all sales representatives that use Salesforceanytime the quoting system will be taken down for maintenance.
Which Salesforce API should an Integration Architect use to fulfill this requirement?
Answer: A
Explanation:
Explanation
Streaming API is the best option for sending real-time notifications of changes to Salesforce data. Streaming API uses a publish-subscribe model to push relevant data to subscribers without polling. Streaming API supports PushTopic events, which are based on SOQL queries that define the data changes to listen for. The affiliate company can subscribe to a PushTopic event on the NTO Salesforce org and receive notifications whenever the data that matches the query changes. This way, the affiliate company can be informed of any updates to the opportunities in the NTO Salesforce instance.
NEW QUESTION # 108
Universal Containers (UC) owns a variety of cloud-based applications, including Salesforce, alongside several on premise applications. The on-premise applications are protected behind a corporate network with limited outside access to external systems.
UC would like to expose data from the on-premise applications to Salesforce for a more unified user experience. The data should be accessible from Salesforce in real-time.
Which two actions should be recommended to fulfill this system requirement?
Choose 2 answers
Answer: B,D
Explanation:
Explanation
The system requirement is to expose data from the on-premise applications to Salesforce for a more unified user experience in real-time. The possible actions that can fulfill this requirement are:
Answer B is valid because developing custom APIs on the company's network that are invokable by Salesforce can allow Salesforce to access the data from the on-premise applications in real-time. However, this action requires opening a firewall port or using a reverse proxy to allow Salesforce to communicate with the on-premise APIs securely3 Answer C is valid because deploying MuleSoft to the on-premise network and designing externally facing APIs to expose the data can also enable Salesforce to access the data from the on-premise applications in real-time. MuleSoft is an integration platform that can connect various systems and applications using APIs and standard protocols. MuleSoft can also handle security, orchestration, transformation, and other integration aspects.
Answer A is not valid because developing an application in Heroku that connects to the on-premise database via an ODBC string and VPC connection is not a real-time solution. Heroku is a cloud platform that can host web applications and services, but it cannot expose data from an on-premise database directly to Salesforce. To use Heroku for this purpose, an ETL tool or a middleware solution would be needed to synchronize the data between the on-premise database and Heroku, which would introduce latency and complexity to the integration.
Answer D is not valid because running a batch job with an ETL tool from an on-premise server to move data to Salesforce is also not a real-time solution. ETL stands for extract, transform, and load, which is a process of moving data from one system to another in batches. ETL tools can be used for data migration or integration, but they cannot provide real-time access to data from on-premise applications to Salesforce. ETL tools also have limitations on data volume, frequency, and reliability.
1: Bulk API Limits 2: Bulk API Features 3: Integrating with Salesforce using Custom Web Services :
MuleSoft Overview : Heroku Overview : ETL Overview
NEW QUESTION # 109
A company captures orders and needs to send them to the Order fulfillment system. The user is not required to have confirmation from the fulfillment system. Which system constraint question should be considered when designing this integration?
Answer: B
Explanation:
When a business process does not require immediate confirmation from a target system, the architecture can move from a synchronous Request-Reply pattern to an asynchronous Fire-and-Forget pattern. In this transition, the most critical "non-functional" requirement for the Integration Architect is to define acceptable latency.
Latency determines the technical stack. If the fulfillment system must receive the order within seconds (Near Real-Time), the architect might choose Salesforce Outbound Messaging or a Flow-triggered Platform Event. If the order only needs to arrive within 4-12 hours, a Batch ETL process is more efficient as it conserves API limits and can handle much higher volumes more reliably.
While address validation (Option B) is a functional requirement, it does not define the architectural framework. Option C is a specific solution implementation question rather than a fundamental design constraint. By asking about latency, the architect identifies the time boundary between "Data Entry" in Salesforce and "Processing" in the fulfillment system. This answer directly informs the choice of pattern, the retry logic required, and the error-handling strategy needed to ensure the "Order-to-Cash" cycle is completed successfully without blocking the sales rep's productivity.
NEW QUESTION # 110
A customer of Salesforce has used Platform Events to integrate their Salesforce instance with an external third-party Artificial Intelligence (AI) system. The AI system provides a prediction score for each lead that is received by Salesforce. Once the prediction score is received, the lead information is saved to Platform events for other processes. The trigger on the Platform Events is failing once this was rolled out to Production.
What type of monitoring should the Integration Consultant have considered to monitor this integration?
Answer: C
Explanation:
Explanation
The integration consultant should have considered monitoring the Platform Events created per hour limits across the Salesforce instance. This is because Platform Events have a limit on the number of events that can be published or delivered per hour, depending on the edition and license type. If this limit is exceeded, the trigger on the Platform Events may fail or be delayed. Option B is not correct because debug logs for Platform Event triggers are not useful for monitoring performance. Debug logs are used for troubleshooting issues or errors in the trigger logic, not for measuring the throughput or latency of the events. Option C is not correct because validating the Platform Event definition matches leads definition is not a monitoring task, but a design task. The integration consultant should have ensured that the Platform Event definition matches leads definition before deploying the integration to production. Option D is not correct because monitoring the volume of leads that are created in Salesforce is not relevant for this integration. The volume of leads does not affect the trigger on the Platform Events, as long as the Platform Events created per hour limits are not exceeded.
NEW QUESTION # 111
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