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AZ-204 Develop Azure compute solutions Practice Question

You develop an Azure Functions app that processes images triggered by blob uploads. You need to ensure the function can process images in parallel and handle high upload volumes without missing events. Which trigger and plan combination is recommended?

⚠ Common exam trap

It's easy for candidates to assume the Blob Storage trigger is the natural choice for blob uploads, overlooking that Event Grid provides superior reliability and performance for high-volume scenarios, and that the Consumption plan's scaling limitations can lead to missed events or throttling.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Event Grid trigger on Premium plan

The Event Grid trigger on a Premium plan is recommended because Event Grid provides reliable, high-throughput event delivery with built-in retry and dead-lettering, ensuring no blob upload events are missed. The Premium plan offers dedicated instances and VNET connectivity, which avoids cold starts and allows parallel processing of multiple images concurrently, unlike the Consumption plan which has scaling limitations and potential for event loss under high volume.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Event Grid trigger on Premium plan

    Why this is correct

    This is the correct choice because an Event Grid trigger provides a robust, push-based event delivery system, ensuring immediate notification and built-in retry logic for image processing events. Pairing this with an Azure Functions Premium plan guarantees pre-warmed instances, eliminating cold starts, and offers dedicated compute resources with dynamic concurrency, which is essential for handling high-throughput image processing workloads with consistent low latency and reliability.

  • Blob Storage trigger on Consumption plan

    Why it's wrong here

    This option is incorrect because the Blob Storage trigger operates on a polling mechanism, which inherently introduces latency and can lead to missed events, especially during rapid image uploads. Furthermore, deploying on a Consumption plan means the function app is susceptible to cold starts and resource throttling, making it unsuitable for a high-volume, real-time image processing scenario where consistent performance and immediate event handling are critical.

  • Event Grid trigger on Consumption plan

    Why it's wrong here

    While an Event Grid trigger offers superior, push-based event delivery, deploying it on a Consumption plan introduces significant performance limitations for high-scale image processing. The Consumption plan's characteristic cold starts and potential for resource contention or throttling mean that even with efficient event notification, the actual function execution might experience delays and inconsistent performance, failing to meet the demands of a high-throughput, low-latency workload.

  • Blob Storage trigger on Premium plan

    Why it's wrong here

    This option is incorrect because, despite the benefits of a Premium plan in providing dedicated resources and eliminating cold starts, the fundamental limitation of the Blob Storage trigger remains. Its polling mechanism means the function app periodically checks for new blobs, introducing inherent latency and the risk of missing events during bursts of image uploads, regardless of the underlying compute power. The Premium plan mitigates execution issues but does not resolve the trigger's architectural inefficiency for real-time event handling.

Quick reference

Cloud Service Model Comparison

ModelYou ManageProvider ManagesExamples
IaaSOS, runtime, apps, dataHardware, hypervisor, networkingEC2, Azure VMs, GCP Compute Engine
PaaSApps and dataOS, runtime, middleware, hardwareElastic Beanstalk, Azure App Service
SaaSData and settings onlyEverything elseMicrosoft 365, Salesforce, Workday
FaaS / ServerlessFunction code onlyInfra, scaling, runtimeLambda, Azure Functions, Cloud Run
CaaSContainers and appsKubernetes, OS, hardwareEKS, AKS, GKE

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