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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 29

Question 280

A change advisory board requests objective evidence for this design target: A stateless legacy web application must scale from two to twenty guest-managed VMs automatically. Which verification is most relevant?

  1. the nightly processing job produces the expected partitioned output tables.
  2. evicted work retries on available capacity without loss of final result.
  3. VM placement is verified on the allocated dedicated host resource.
  4. a capacity-triggering load produces additional healthy scale-set instances.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Deploy a Virtual Machine Scale Set with autoscale policies is appropriate because vMSS coordinates elastic instance-count management for virtual-machine workloads. The observable acceptance condition is that a capacity-triggering load produces additional healthy scale-set instances. 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 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 a capacity-triggering load produces additional healthy scale-set instances.

B:

B would instead validate the other design where a rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. That evidence is consistent with use Azure Spot Virtual Machines with retry-aware job scheduling, because spot capacity provides discounted interruptible compute for eligible workloads. It does not demonstrate that the target case achieves a capacity-triggering load produces additional healthy scale-set instances.

C:

C would instead validate the other design where a licensed workload requires physical host isolation while retaining a supported guest VM model. That evidence is consistent with evaluate Azure Dedicated Host for the workload's supported VM family, because dedicated Host allocates physical host capacity to the customer for isolation needs. It does not demonstrate that the target case achieves a capacity-triggering load produces additional healthy scale-set instances.

Question 281

An Azure architecture review has this requirement: A licensed workload requires physical host isolation while retaining a supported guest VM model. Which design recommendation most directly meets it?

  1. Evaluate Azure Dedicated Host for the workload's supported VM family.
  2. Run the eligible task in Azure Container Instances.
  3. Deploy a Virtual Machine Scale Set with autoscale policies.
  4. Use Azure Spot Virtual Machines with retry-aware job scheduling.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Evaluate Azure Dedicated Host for the workload's supported VM family is appropriate because dedicated Host allocates physical host capacity to the customer for isolation needs. The observable acceptance condition is that vM placement is verified on the allocated dedicated host resource. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

B:

“Run the eligible task in Azure Container Instances” relies on this Azure capability: container Instances starts container groups on demand without cluster management. This workload involves A licensed workload requires physical host isolation while retaining a supported guest VM model. The decisive Azure design mechanism is: dedicated Host allocates physical host capacity to the customer for isolation needs. Thus “Evaluate Azure Dedicated Host for the workload's supported VM family” is the applicable architecture choice.

C:

“Deploy a Virtual Machine Scale Set with autoscale policies” relies on this Azure capability: vMSS coordinates elastic instance-count management for virtual-machine workloads. This workload involves A licensed workload requires physical host isolation while retaining a supported guest VM model. The decisive Azure design mechanism is: dedicated Host allocates physical host capacity to the customer for isolation needs. Thus “Evaluate Azure Dedicated Host for the workload's supported VM family” is the applicable architecture choice.

D:

“Use Azure Spot Virtual Machines with retry-aware job scheduling” relies on this Azure capability: spot capacity provides discounted interruptible compute for eligible workloads. This workload involves A licensed workload requires physical host isolation while retaining a supported guest VM model. The decisive Azure design mechanism is: dedicated Host allocates physical host capacity to the customer for isolation needs. Thus “Evaluate Azure Dedicated Host for the workload's supported VM family” is the applicable architecture choice.

Question 282

The implementation team has deployed a design to address this requirement: A licensed workload requires physical host isolation while retaining a supported guest VM model. Which observed result best demonstrates that the intended design works?

  1. evicted work retries on available capacity without loss of final result.
  2. VM placement is verified on the allocated dedicated host resource.
  3. a capacity-triggering load produces additional healthy scale-set instances.
  4. the task container exits successfully and its logs are retrievable.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Evaluate Azure Dedicated Host for the workload's supported VM family is appropriate because dedicated Host allocates physical host capacity to the customer for isolation needs. The observable acceptance condition is that vM placement is verified on the allocated dedicated host resource. 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 rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. That evidence is consistent with use Azure Spot Virtual Machines with retry-aware job scheduling, because spot capacity provides discounted interruptible compute for eligible workloads. It does not demonstrate that the target case achieves vM placement is verified on the allocated dedicated host resource.

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 vM placement is verified on the allocated dedicated host resource.

D:

D would instead validate the other design where a data team needs to run one short-lived standalone container without a persistent orchestrator. That evidence is consistent with run the eligible task in Azure Container Instances, because container Instances starts container groups on demand without cluster management. It does not demonstrate that the target case achieves vM placement is verified on the allocated dedicated host resource.

Question 283

A solution architect receives the following workload requirement: A rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. Which option should the architect recommend?

  1. Deploy the supported website on Azure App Service.
  2. Deploy a Virtual Machine Scale Set with autoscale policies.
  3. Use Azure Spot Virtual Machines with retry-aware job scheduling.
  4. Evaluate Azure Dedicated Host for the workload's supported VM family.

Explanation

Correct Answer

C:

C is the best answer for the stated workload. Use Azure Spot Virtual Machines with retry-aware job scheduling is appropriate because spot capacity provides discounted interruptible compute for eligible workloads. The observable acceptance condition is that evicted work retries on available capacity without loss of final result. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

A:

“Deploy the supported website on Azure App Service” relies on this Azure capability: app Service manages the web-hosting runtime and platform operations. This workload involves A rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. The decisive Azure design mechanism is: spot capacity provides discounted interruptible compute for eligible workloads. Thus “Use Azure Spot Virtual Machines with retry-aware job scheduling” is the applicable architecture choice.

B:

“Deploy a Virtual Machine Scale Set with autoscale policies” relies on this Azure capability: vMSS coordinates elastic instance-count management for virtual-machine workloads. This workload involves A rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. The decisive Azure design mechanism is: spot capacity provides discounted interruptible compute for eligible workloads. Thus “Use Azure Spot Virtual Machines with retry-aware job scheduling” is the applicable architecture choice.

D:

“Evaluate Azure Dedicated Host for the workload's supported VM family” relies on this Azure capability: dedicated Host allocates physical host capacity to the customer for isolation needs. This workload involves A rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. The decisive Azure design mechanism is: spot capacity provides discounted interruptible compute for eligible workloads. Thus “Use Azure Spot Virtual Machines with retry-aware job scheduling” is the applicable architecture choice.

Question 284

During an operational acceptance test for the following requirement, which evidence is most persuasive? Requirement: A rendering company can tolerate job interruption and wants a lower compute rate for disposable instances.

  1. the website serves HTTPS traffic and scales under the defined load test.
  2. VM placement is verified on the allocated dedicated host resource.
  3. a capacity-triggering load produces additional healthy scale-set instances.
  4. evicted work retries on available capacity without loss of final result.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Use Azure Spot Virtual Machines with retry-aware job scheduling is appropriate because spot capacity provides discounted interruptible compute for eligible workloads. The observable acceptance condition is that evicted work retries on available capacity without loss of final result. 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 small business hosts a conventional HTTP application that needs managed TLS and autoscaling without server administration. That evidence is consistent with deploy the supported website on Azure App Service, because app Service manages the web-hosting runtime and platform operations. It does not demonstrate that the target case achieves evicted work retries on available capacity without loss of final result.

B:

B would instead validate the other design where a licensed workload requires physical host isolation while retaining a supported guest VM model. That evidence is consistent with evaluate Azure Dedicated Host for the workload's supported VM family, because dedicated Host allocates physical host capacity to the customer for isolation needs. It does not demonstrate that the target case achieves evicted work retries on available capacity without loss of final result.

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 evicted work retries on available capacity without loss of final result.

Question 285

A proposed Azure workload has the following constraint: A large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. What is the best-fit design choice?

  1. Deploy Azure Kubernetes Service with the required managed control-plane and node design.
  2. Run the eligible task in Azure Container Instances.
  3. Use Azure Container Apps for the eligible container workload.
  4. Use Azure Spot Virtual Machines with retry-aware job scheduling.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Deploy Azure Kubernetes Service with the required managed control-plane and node design is appropriate because aKS supports Kubernetes orchestration and advanced workload-control requirements. The observable acceptance condition is that controllers, pods, and service discovery work on the specified node pools. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

B:

“Run the eligible task in Azure Container Instances” relies on this Azure capability: container Instances starts container groups on demand without cluster management. This workload involves A proposed Azure workload has the following constraint: A large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. The decisive Azure design mechanism is: aKS supports Kubernetes orchestration and advanced workload-control requirements. Thus “Deploy Azure Kubernetes Service with the required managed control-plane and node design” is the applicable architecture choice.

C:

“Use Azure Container Apps for the eligible container workload” relies on this Azure capability: container Apps provides managed HTTP or event-based scaling of containers. This workload involves A proposed Azure workload has the following constraint: A large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. The decisive Azure design mechanism is: aKS supports Kubernetes orchestration and advanced workload-control requirements. Thus “Deploy Azure Kubernetes Service with the required managed control-plane and node design” is the applicable architecture choice.

D:

“Use Azure Spot Virtual Machines with retry-aware job scheduling” relies on this Azure capability: spot capacity provides discounted interruptible compute for eligible workloads. This workload involves A proposed Azure workload has the following constraint: A large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. The decisive Azure design mechanism is: aKS supports Kubernetes orchestration and advanced workload-control requirements. Thus “Deploy Azure Kubernetes Service with the required managed control-plane and node design” is the applicable architecture choice.

Question 286

A solution architect is validating a deployed architecture against this original need: A large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. Which test outcome confirms success?

  1. replicas scale according to configured demand without customer-managed nodes.
  2. controllers, pods, and service discovery work on the specified node pools.
  3. the task container exits successfully and its logs are retrievable.
  4. evicted work retries on available capacity without loss of final result.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Deploy Azure Kubernetes Service with the required managed control-plane and node design is appropriate because aKS supports Kubernetes orchestration and advanced workload-control requirements. The observable acceptance condition is that controllers, pods, and service discovery work on the specified node pools. 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 startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. That evidence is consistent with use Azure Container Apps for the eligible container workload, because container Apps provides managed HTTP or event-based scaling of containers. It does not demonstrate that the target case achieves controllers, pods, and service discovery work on the specified node pools.

C:

C would instead validate the other design where a data team needs to run one short-lived standalone container without a persistent orchestrator. That evidence is consistent with run the eligible task in Azure Container Instances, because container Instances starts container groups on demand without cluster management. It does not demonstrate that the target case achieves controllers, pods, and service discovery work on the specified node pools.

D:

D would instead validate the other design where a rendering company can tolerate job interruption and wants a lower compute rate for disposable instances. That evidence is consistent with use Azure Spot Virtual Machines with retry-aware job scheduling, because spot capacity provides discounted interruptible compute for eligible workloads. It does not demonstrate that the target case achieves controllers, pods, and service discovery work on the specified node pools.

Question 287

During a cloud design workshop, stakeholders explain: A startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. Which solution should be selected?

  1. Run the eligible task in Azure Container Instances.
  2. Deploy Azure Kubernetes Service with the required managed control-plane and node design.
  3. Use Azure Container Apps for the eligible container workload.
  4. Deploy the supported website on Azure App Service.

Explanation

Correct Answer

C:

C is the best answer for the stated workload. Use Azure Container Apps for the eligible container workload is appropriate because container Apps provides managed HTTP or event-based scaling of containers. The observable acceptance condition is that replicas scale according to configured demand without customer-managed nodes. Selecting a design alone is insufficient without validating this behavior.

Incorrect Answers

A:

“Run the eligible task in Azure Container Instances” relies on this Azure capability: container Instances starts container groups on demand without cluster management. This workload involves During a cloud design workshop, stakeholders explain: A startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. The decisive Azure design mechanism is: container Apps provides managed HTTP or event-based scaling of containers. Thus “Use Azure Container Apps for the eligible container workload” is the applicable architecture choice.

B:

“Deploy Azure Kubernetes Service with the required managed control-plane and node design” relies on this Azure capability: aKS supports Kubernetes orchestration and advanced workload-control requirements. This workload involves During a cloud design workshop, stakeholders explain: A startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. The decisive Azure design mechanism is: container Apps provides managed HTTP or event-based scaling of containers. Thus “Use Azure Container Apps for the eligible container workload” is the applicable architecture choice.

D:

“Deploy the supported website on Azure App Service” relies on this Azure capability: app Service manages the web-hosting runtime and platform operations. This workload involves During a cloud design workshop, stakeholders explain: A startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. The decisive Azure design mechanism is: container Apps provides managed HTTP or event-based scaling of containers. Thus “Use Azure Container Apps for the eligible container workload” is the applicable architecture choice.

Question 288

A cloud team needs a verifiable sign-off criterion for the following case: A startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. Which finding should be expected?

  1. the website serves HTTPS traffic and scales under the defined load test.
  2. controllers, pods, and service discovery work on the specified node pools.
  3. the task container exits successfully and its logs are retrievable.
  4. replicas scale according to configured demand without customer-managed nodes.

Explanation

Correct Answer

D:

D is the best answer for the stated workload. Use Azure Container Apps for the eligible container workload is appropriate because container Apps provides managed HTTP or event-based scaling of containers. The observable acceptance condition is that replicas scale according to configured demand without customer-managed nodes. 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 small business hosts a conventional HTTP application that needs managed TLS and autoscaling without server administration. That evidence is consistent with deploy the supported website on Azure App Service, because app Service manages the web-hosting runtime and platform operations. It does not demonstrate that the target case achieves replicas scale according to configured demand without customer-managed nodes.

B:

B would instead validate the other design where a large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. That evidence is consistent with deploy Azure Kubernetes Service with the required managed control-plane and node design, because aKS supports Kubernetes orchestration and advanced workload-control requirements. It does not demonstrate that the target case achieves replicas scale according to configured demand without customer-managed nodes.

C:

C would instead validate the other design where a data team needs to run one short-lived standalone container without a persistent orchestrator. That evidence is consistent with run the eligible task in Azure Container Instances, because container Instances starts container groups on demand without cluster management. It does not demonstrate that the target case achieves replicas scale according to configured demand without customer-managed nodes.

Question 289

A design proposal must address this situation: A data team needs to run one short-lived standalone container without a persistent orchestrator. Which architectural decision is most appropriate?

  1. Run the eligible task in Azure Container Instances.
  2. Use Durable Functions with an orchestrator and activity functions.
  3. Use Azure Container Apps for the eligible container workload.
  4. Deploy Azure Kubernetes Service with the required managed control-plane and node design.

Explanation

Correct Answer

A:

A is the best answer for the stated workload. Run the eligible task in Azure Container Instances is appropriate because container Instances starts container groups on demand without cluster management. The observable acceptance condition is that the task container exits successfully and its logs are retrievable. 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 data team needs to run one short-lived standalone container without a persistent orchestrator. The decisive Azure design mechanism is: container Instances starts container groups on demand without cluster management. Thus “Run the eligible task in Azure Container Instances” is the applicable architecture choice.

C:

“Use Azure Container Apps for the eligible container workload” relies on this Azure capability: container Apps provides managed HTTP or event-based scaling of containers. This workload involves A data team needs to run one short-lived standalone container without a persistent orchestrator. The decisive Azure design mechanism is: container Instances starts container groups on demand without cluster management. Thus “Run the eligible task in Azure Container Instances” is the applicable architecture choice.

D:

“Deploy Azure Kubernetes Service with the required managed control-plane and node design” relies on this Azure capability: aKS supports Kubernetes orchestration and advanced workload-control requirements. This workload involves A data team needs to run one short-lived standalone container without a persistent orchestrator. The decisive Azure design mechanism is: container Instances starts container groups on demand without cluster management. Thus “Run the eligible task in Azure Container Instances” is the applicable architecture choice.

Question 290

An infrastructure deployment is ready for handover. The original requirement was: A data team needs to run one short-lived standalone container without a persistent orchestrator. Which acceptance observation supports the design?

  1. replicas scale according to configured demand without customer-managed nodes.
  2. the task container exits successfully and its logs are retrievable.
  3. an interrupted orchestration resumes and records activity completion.
  4. controllers, pods, and service discovery work on the specified node pools.

Explanation

Correct Answer

B:

B is the best answer for the stated workload. Run the eligible task in Azure Container Instances is appropriate because container Instances starts container groups on demand without cluster management. The observable acceptance condition is that the task container exits successfully and its logs are retrievable. 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 startup needs to autoscale containerized HTTP services without managing Kubernetes nodes. That evidence is consistent with use Azure Container Apps for the eligible container workload, because container Apps provides managed HTTP or event-based scaling of containers. It does not demonstrate that the target case achieves the task container exits successfully and its logs are retrievable.

C:

C 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 the task container exits successfully and its logs are retrievable.

D:

D would instead validate the other design where a large company needs fine-grained Kubernetes networking, custom controllers, and multiple microservice node pools. That evidence is consistent with deploy Azure Kubernetes Service with the required managed control-plane and node design, because aKS supports Kubernetes orchestration and advanced workload-control requirements. It does not demonstrate that the target case achieves the task container exits successfully and its logs are retrievable.

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