Task 2.3: Design and Implement Enterprise Integration Architectures. AIP-C01 Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   Which data synchronization pattern is best suited for a scenario where the foundation model generates a large report overnight that must be available in the enterprise data store by morning?

   • AChange data capture (CDC) streaming every change in real time.
   • BEvent-driven streaming with a message queue for each row.
   • CManual file transfer via email.
   • DBatch synchronization scheduled to run after the report generation completes.
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   A business process requires multiple steps: call a foundation model, then update a database, then send a notification. The steps must be coordinated in a specific order. Which enterprise integration pattern is most appropriate?

   • APoint-to-point messaging with a single queue for all steps.
   • BOrchestration using a workflow engine to manage the sequence of steps.
   • CPublish-subscribe pattern where each step subscribes to the previous step's event.
   • DContent-based router to send each step to a different system.
   Reveal Solution Discussion Select an answer first
4. 8application · medium

   A telecommunications company has a legacy billing system that uses a CORBA-based API. The company wants to integrate a foundation model that can generate customer support responses. The FM service is exposed as a REST API. The integration must be synchronous because the support agent's desktop application waits for the response. The team needs to expose the FM capability to the legacy system with minimal changes. What should the team do?

   • AUse an Amazon SQS queue to asynchronously send requests to the FM and poll for the response.
   • BModify the legacy billing system to use REST and JSON directly.
   • CCreate a CORBA-to-REST adapter that translates CORBA calls to REST calls and returns the response in CORBA format.
   • DUse AWS Lambda to call the FM API, but have the legacy system invoke Lambda synchronously via the AWS SDK.
   Reveal Solution Discussion Select an answer first
5. 9expert · hard

   A logistics company has a legacy tracking system that uses a proprietary binary protocol over TCP sockets. The company wants to integrate a foundation model that can predict delivery delays. The FM service is exposed as a REST API. The integration must be synchronous because the tracking system needs the prediction to update the delivery status. The team needs to minimize changes to the legacy system and handle the binary protocol conversion. What should the team do?

   • AModify the legacy tracking system to use REST and JSON directly.
   • BUse AWS Lambda to call the FM API, but have the legacy system invoke Lambda synchronously via the AWS SDK.
   • CUse an Amazon API Gateway to expose the FM service and have the legacy system call it via TCP.
   • DCreate a TCP socket server that decodes the binary protocol, calls the REST API, and encodes the response back into the binary protocol.
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   A company needs to keep a data warehouse synchronized with near-real-time updates from a foundation model's output stored in a source database. Which data synchronization technique is most appropriate?

   • AManual SQL queries to copy data on demand.
   • BFull batch export and import every hour.
   • CSnapshot replication once a day.
   • DChange data capture (CDC) to stream incremental changes to the warehouse.
   Reveal Solution Discussion Select an answer first