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Exam Code: AZ-305
Exam Name: Designing Microsoft Azure Infrastructure Solutions
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Designing Microsoft Azure Infrastructure Solutions AZ-305 Practice Test 31

Question 300

A change advisory board requests objective evidence for this design target: A nightly ETL job requires distributed transformations on very large tabular files. Which verification is most relevant?

  1. an execution record appears after the scheduled run and the container exits.
  2. thousands of independent tasks run with captured completion statuses.
  3. a capacity-triggering load produces additional healthy scale-set instances.
  4. the nightly processing job produces the expected partitioned output tables.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Use a managed Apache Spark processing engine such as Azure Databricks is appropriate because distributed Spark partitions and processes large-scale transformations. The observable acceptance condition is that the nightly processing job produces the expected partitioned output tables. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where a retail team must run a containerized reconciliation executable once every night without keeping a service active. That evidence is consistent with use scheduled Azure Container Apps jobs, because container Apps jobs support scheduled executions and isolated job lifecycles. It does not demonstrate that the target case achieves the nightly processing job produces the expected partitioned output tables.

B:

B would instead validate the other design where a physics laboratory must run thousands of parameter-sweep executables on temporary compute nodes. That evidence is consistent with create Azure Batch jobs and tasks against an appropriate pool, because azure Batch distributes batch executables over managed compute pools. It does not demonstrate that the target case achieves the nightly processing job produces the expected partitioned output tables.

C:

C would instead validate the other design where a stateless legacy web application must scale from two to twenty guest-managed VMs automatically. That evidence is consistent with deploy a Virtual Machine Scale Set with autoscale policies, because vMSS coordinates elastic instance-count management for virtual-machine workloads. It does not demonstrate that the target case achieves the nightly processing job produces the expected partitioned output tables.

Question 301

An Azure architecture review has this requirement: A retail team must run a containerized reconciliation executable once every night without keeping a service active. Which design recommendation most directly meets it?

  1. Use scheduled Azure Container Apps jobs.
  2. Use Durable Functions with an orchestrator and activity functions.
  3. Use a managed Apache Spark processing engine such as Azure Databricks.
  4. Create Azure Batch jobs and tasks against an appropriate pool.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Use scheduled Azure Container Apps jobs is appropriate because container Apps jobs support scheduled executions and isolated job lifecycles. The observable acceptance condition is that an execution record appears after the scheduled run and the container exits. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

B:

“Use Durable Functions with an orchestrator and activity functions” relies on this Azure capability: durable Functions persists coordination state across function executions. This workload involves A retail team must run a containerized reconciliation executable once every night without keeping a service active. The decisive Azure design mechanism is: container Apps jobs support scheduled executions and isolated job lifecycles. Thus “Use scheduled Azure Container Apps jobs” is the applicable architecture choice.

C:

“Use a managed Apache Spark processing engine such as Azure Databricks” relies on this Azure capability: distributed Spark partitions and processes large-scale transformations. This workload involves A retail team must run a containerized reconciliation executable once every night without keeping a service active. The decisive Azure design mechanism is: container Apps jobs support scheduled executions and isolated job lifecycles. Thus “Use scheduled Azure Container Apps jobs” is the applicable architecture choice.

D:

“Create Azure Batch jobs and tasks against an appropriate pool” relies on this Azure capability: azure Batch distributes batch executables over managed compute pools. This workload involves A retail team must run a containerized reconciliation executable once every night without keeping a service active. The decisive Azure design mechanism is: container Apps jobs support scheduled executions and isolated job lifecycles. Thus “Use scheduled Azure Container Apps jobs” is the applicable architecture choice.

Question 302

The implementation team has deployed a design to address this requirement: A retail team must run a containerized reconciliation executable once every night without keeping a service active. Which observed result best demonstrates that the intended design works?

  1. an interrupted orchestration resumes and records activity completion.
  2. an execution record appears after the scheduled run and the container exits.
  3. the nightly processing job produces the expected partitioned output tables.
  4. thousands of independent tasks run with captured completion statuses.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Use scheduled Azure Container Apps jobs is appropriate because container Apps jobs support scheduled executions and isolated job lifecycles. The observable acceptance condition is that an execution record appears after the scheduled run and the container exits. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where an order-processing service needs a stateful multi-step orchestration with fan-out and retries. That evidence is consistent with use Durable Functions with an orchestrator and activity functions, because durable Functions persists coordination state across function executions. It does not demonstrate that the target case achieves an execution record appears after the scheduled run and the container exits.

C:

C would instead validate the other design where a nightly ETL job requires distributed transformations on very large tabular files. That evidence is consistent with use a managed Apache Spark processing engine such as Azure Databricks, because distributed Spark partitions and processes large-scale transformations. It does not demonstrate that the target case achieves an execution record appears after the scheduled run and the container exits.

D:

D would instead validate the other design where a physics laboratory must run thousands of parameter-sweep executables on temporary compute nodes. That evidence is consistent with create Azure Batch jobs and tasks against an appropriate pool, because azure Batch distributes batch executables over managed compute pools. It does not demonstrate that the target case achieves an execution record appears after the scheduled run and the container exits.

Question 303

A solution architect receives the following workload requirement: A payment service needs durable ordered processing, duplicate detection, and dead-letter handling. Which option should the architect recommend?

  1. Choose Azure Queue Storage for the basic work queue.
  2. Use Azure Service Bus topics with per-subscriber subscriptions.
  3. Use an Azure Service Bus queue with the required broker features.
  4. Configure appropriate Azure Front Door edge caching for eligible content.

Explanation

Correct Answer

C:

C is the best answer for the stated workload. Use an Azure Service Bus queue with the required broker features is appropriate because service Bus supports enterprise messaging operations and failure handling. The observable acceptance condition is that message completion, dead lettering, and duplicate suppression follow the chosen broker policy. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

A:

“Choose Azure Queue Storage for the basic work queue” relies on this Azure capability: storage queues provide a straightforward queue model when advanced broker features are unnecessary. This workload involves A payment service needs durable ordered processing, duplicate detection, and dead-letter handling. The decisive Azure design mechanism is: service Bus supports enterprise messaging operations and failure handling. Thus “Use an Azure Service Bus queue with the required broker features” is the applicable architecture choice.

B:

“Use Azure Service Bus topics with per-subscriber subscriptions” relies on this Azure capability: topic subscriptions fan out brokered messages to independent receivers. This workload involves A payment service needs durable ordered processing, duplicate detection, and dead-letter handling. The decisive Azure design mechanism is: service Bus supports enterprise messaging operations and failure handling. Thus “Use an Azure Service Bus queue with the required broker features” is the applicable architecture choice.

D:

“Configure appropriate Azure Front Door edge caching for eligible content” relies on this Azure capability: edge caching reduces repeated origin traffic and client latency. This workload involves A payment service needs durable ordered processing, duplicate detection, and dead-letter handling. The decisive Azure design mechanism is: service Bus supports enterprise messaging operations and failure handling. Thus “Use an Azure Service Bus queue with the required broker features” is the applicable architecture choice.

Question 304

During an operational acceptance test for the following requirement, which evidence is most persuasive? Requirement: A payment service needs durable ordered processing, duplicate detection, and dead-letter handling.

  1. a worker dequeues, processes, and deletes an enqueued task successfully.
  2. each subscription receives only messages matching its configured filter.
  3. repeated eligible requests show edge cache hits without contacting the origin.
  4. message completion, dead lettering, and duplicate suppression follow the chosen broker policy.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Use an Azure Service Bus queue with the required broker features is appropriate because service Bus supports enterprise messaging operations and failure handling. The observable acceptance condition is that message completion, dead lettering, and duplicate suppression follow the chosen broker policy. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where a simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. That evidence is consistent with choose Azure Queue Storage for the basic work queue, because storage queues provide a straightforward queue model when advanced broker features are unnecessary. It does not demonstrate that the target case achieves message completion, dead lettering, and duplicate suppression follow the chosen broker policy.

B:

B would instead validate the other design where a billing event must reach several independently subscribed business systems with separate filters. That evidence is consistent with use Azure Service Bus topics with per-subscriber subscriptions, because topic subscriptions fan out brokered messages to independent receivers. It does not demonstrate that the target case achieves message completion, dead lettering, and duplicate suppression follow the chosen broker policy.

C:

C would instead validate the other design where a globally deployed HTTP website needs cacheable public static responses served near users. That evidence is consistent with configure appropriate Azure Front Door edge caching for eligible content, because edge caching reduces repeated origin traffic and client latency. It does not demonstrate that the target case achieves message completion, dead lettering, and duplicate suppression follow the chosen broker policy.

Question 305

A proposed Azure workload has the following constraint: A billing event must reach several independently subscribed business systems with separate filters. What is the best-fit design choice?

  1. Use Azure Service Bus topics with per-subscriber subscriptions.
  2. Use an Azure Service Bus queue with the required broker features.
  3. Choose Azure Queue Storage for the basic work queue.
  4. Use Azure Event Grid event subscriptions for the supported storage events.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Use Azure Service Bus topics with per-subscriber subscriptions is appropriate because topic subscriptions fan out brokered messages to independent receivers. The observable acceptance condition is that each subscription receives only messages matching its configured filter. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

B:

“Use an Azure Service Bus queue with the required broker features” relies on this Azure capability: service Bus supports enterprise messaging operations and failure handling. This workload involves A proposed Azure workload has the following constraint: A billing event must reach several independently subscribed business systems with separate filters. The decisive Azure design mechanism is: topic subscriptions fan out brokered messages to independent receivers. Thus “Use Azure Service Bus topics with per-subscriber subscriptions” is the applicable architecture choice.

C:

“Choose Azure Queue Storage for the basic work queue” relies on this Azure capability: storage queues provide a straightforward queue model when advanced broker features are unnecessary. This workload involves A proposed Azure workload has the following constraint: A billing event must reach several independently subscribed business systems with separate filters. The decisive Azure design mechanism is: topic subscriptions fan out brokered messages to independent receivers. Thus “Use Azure Service Bus topics with per-subscriber subscriptions” is the applicable architecture choice.

D:

“Use Azure Event Grid event subscriptions for the supported storage events” relies on this Azure capability: event Grid routes discrete events to chosen handlers. This workload involves A proposed Azure workload has the following constraint: A billing event must reach several independently subscribed business systems with separate filters. The decisive Azure design mechanism is: topic subscriptions fan out brokered messages to independent receivers. Thus “Use Azure Service Bus topics with per-subscriber subscriptions” is the applicable architecture choice.

Question 306

A solution architect is validating a deployed architecture against this original need: A billing event must reach several independently subscribed business systems with separate filters. Which test outcome confirms success?

  1. each subscriber receives the blob-created notification under its filter.
  2. each subscription receives only messages matching its configured filter.
  3. message completion, dead lettering, and duplicate suppression follow the chosen broker policy.
  4. a worker dequeues, processes, and deletes an enqueued task successfully.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Use Azure Service Bus topics with per-subscriber subscriptions is appropriate because topic subscriptions fan out brokered messages to independent receivers. The observable acceptance condition is that each subscription receives only messages matching its configured filter. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where a blob-upload event should notify several loosely coupled handlers almost immediately. That evidence is consistent with use Azure Event Grid event subscriptions for the supported storage events, because event Grid routes discrete events to chosen handlers. It does not demonstrate that the target case achieves each subscription receives only messages matching its configured filter.

C:

C would instead validate the other design where a payment service needs durable ordered processing, duplicate detection, and dead-letter handling. That evidence is consistent with use an Azure Service Bus queue with the required broker features, because service Bus supports enterprise messaging operations and failure handling. It does not demonstrate that the target case achieves each subscription receives only messages matching its configured filter.

D:

D would instead validate the other design where a simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. That evidence is consistent with choose Azure Queue Storage for the basic work queue, because storage queues provide a straightforward queue model when advanced broker features are unnecessary. It does not demonstrate that the target case achieves each subscription receives only messages matching its configured filter.

Question 307

During a cloud design workshop, stakeholders explain: A simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. Which solution should be selected?

  1. Use Azure Service Bus topics with per-subscriber subscriptions.
  2. Implement identity-scoped cache keys and expiry in a suitable managed application cache.
  3. Choose Azure Queue Storage for the basic work queue.
  4. Use an Azure Service Bus queue with the required broker features.

Explanation

Correct Answer

C:

C is the best answer for the stated workload. Choose Azure Queue Storage for the basic work queue is appropriate because storage queues provide a straightforward queue model when advanced broker features are unnecessary. The observable acceptance condition is that a worker dequeues, processes, and deletes an enqueued task successfully. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

A:

“Use Azure Service Bus topics with per-subscriber subscriptions” relies on this Azure capability: topic subscriptions fan out brokered messages to independent receivers. This workload involves During a cloud design workshop, stakeholders explain: A simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. The decisive Azure design mechanism is: storage queues provide a straightforward queue model when advanced broker features are unnecessary. Thus “Choose Azure Queue Storage for the basic work queue” is the applicable architecture choice.

B:

“Implement identity-scoped cache keys and expiry in a suitable managed application cache” relies on this Azure capability: correctly partitioned keys avoid cross-tenant leakage while reducing recomputation. This workload involves During a cloud design workshop, stakeholders explain: A simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. The decisive Azure design mechanism is: storage queues provide a straightforward queue model when advanced broker features are unnecessary. Thus “Choose Azure Queue Storage for the basic work queue” is the applicable architecture choice.

D:

“Use an Azure Service Bus queue with the required broker features” relies on this Azure capability: service Bus supports enterprise messaging operations and failure handling. This workload involves During a cloud design workshop, stakeholders explain: A simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. The decisive Azure design mechanism is: storage queues provide a straightforward queue model when advanced broker features are unnecessary. Thus “Choose Azure Queue Storage for the basic work queue” is the applicable architecture choice.

Question 308

A cloud team needs a verifiable sign-off criterion for the following case: A simple asynchronous worker needs low-complexity queued work with inexpensive storage integration. Which finding should be expected?

  1. two test users receive only their own cached result and invalidation follows scope.
  2. each subscription receives only messages matching its configured filter.
  3. message completion, dead lettering, and duplicate suppression follow the chosen broker policy.
  4. a worker dequeues, processes, and deletes an enqueued task successfully.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Choose Azure Queue Storage for the basic work queue is appropriate because storage queues provide a straightforward queue model when advanced broker features are unnecessary. The observable acceptance condition is that a worker dequeues, processes, and deletes an enqueued task successfully. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where a reporting app needs to cache complex per-user results but must prevent serving another user's private data. That evidence is consistent with implement identity-scoped cache keys and expiry in a suitable managed application cache, because correctly partitioned keys avoid cross-tenant leakage while reducing recomputation. It does not demonstrate that the target case achieves a worker dequeues, processes, and deletes an enqueued task successfully.

B:

B would instead validate the other design where a billing event must reach several independently subscribed business systems with separate filters. That evidence is consistent with use Azure Service Bus topics with per-subscriber subscriptions, because topic subscriptions fan out brokered messages to independent receivers. It does not demonstrate that the target case achieves a worker dequeues, processes, and deletes an enqueued task successfully.

C:

C would instead validate the other design where a payment service needs durable ordered processing, duplicate detection, and dead-letter handling. That evidence is consistent with use an Azure Service Bus queue with the required broker features, because service Bus supports enterprise messaging operations and failure handling. It does not demonstrate that the target case achieves a worker dequeues, processes, and deletes an enqueued task successfully.

Question 309

A design proposal must address this situation: A blob-upload event should notify several loosely coupled handlers almost immediately. Which architectural decision is most appropriate?

  1. Use Azure Event Grid event subscriptions for the supported storage events.
  2. Use Azure Event Hubs with consumer groups and sufficient retention.
  3. Subscribe an Azure Function handler to the eligible Event Grid events.
  4. Build a GitHub Actions workflow with secure cloud authentication.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Use Azure Event Grid event subscriptions for the supported storage events is appropriate because event Grid routes discrete events to chosen handlers. The observable acceptance condition is that each subscriber receives the blob-created notification under its filter. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

B:

“Use Azure Event Hubs with consumer groups and sufficient retention” relies on this Azure capability: event Hubs partitions durable event streams for independent consumers. This workload involves A blob-upload event should notify several loosely coupled handlers almost immediately. The decisive Azure design mechanism is: event Grid routes discrete events to chosen handlers. Thus “Use Azure Event Grid event subscriptions for the supported storage events” is the applicable architecture choice.

C:

“Subscribe an Azure Function handler to the eligible Event Grid events” relies on this Azure capability: event subscriptions trigger functions for matched published events. This workload involves A blob-upload event should notify several loosely coupled handlers almost immediately. The decisive Azure design mechanism is: event Grid routes discrete events to chosen handlers. Thus “Use Azure Event Grid event subscriptions for the supported storage events” is the applicable architecture choice.

D:

“Build a GitHub Actions workflow with secure cloud authentication” relies on this Azure capability: cI/CD automation gates deployments on reproducible test and build steps. This workload involves A blob-upload event should notify several loosely coupled handlers almost immediately. The decisive Azure design mechanism is: event Grid routes discrete events to chosen handlers. Thus “Use Azure Event Grid event subscriptions for the supported storage events” is the applicable architecture choice.

Question 310

An infrastructure deployment is ready for handover. The original requirement was: A blob-upload event should notify several loosely coupled handlers almost immediately. Which acceptance observation supports the design?

  1. a passing change deploys automatically while a failing test blocks release.
  2. each subscriber receives the blob-created notification under its filter.
  3. the function runs when a matching event is published and ignores a nonmatching event.
  4. two consumer groups replay the stream at different positions.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Use Azure Event Grid event subscriptions for the supported storage events is appropriate because event Grid routes discrete events to chosen handlers. The observable acceptance condition is that each subscriber receives the blob-created notification under its filter. That observation directly checks the required operational behavior rather than a mere configuration setting.

Incorrect Answers

A:

A would instead validate the other design where an engineering team wants every approved code commit to build, test, and deploy its Azure application. That evidence is consistent with build a GitHub Actions workflow with secure cloud authentication, because cI/CD automation gates deployments on reproducible test and build steps. It does not demonstrate that the target case achieves each subscriber receives the blob-created notification under its filter.

C:

C would instead validate the other design where a web system needs serverless code invoked by filtered events rather than polling a database. That evidence is consistent with subscribe an Azure Function handler to the eligible Event Grid events, because event subscriptions trigger functions for matched published events. It does not demonstrate that the target case achieves each subscriber receives the blob-created notification under its filter.

D:

D would instead validate the other design where an IoT platform needs high-throughput ingestion and independent replay of a continuous stream. That evidence is consistent with use Azure Event Hubs with consumer groups and sufficient retention, because event Hubs partitions durable event streams for independent consumers. It does not demonstrate that the target case achieves each subscriber receives the blob-created notification under its filter.

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