- A
Amazon SQS
Why wrong: SQS is a message queue service, not a data streaming service. It doesn't support the consumer group or partition model of streaming platforms.
- B
Amazon Kinesis Data Streams
Why wrong: Kinesis Data Streams is AWS's native streaming service but is not Apache Kafka-compatible — it uses its own API.
- C
Amazon MSK (Managed Streaming for Apache Kafka)
Amazon MSK provides fully managed Apache Kafka clusters on AWS, with MSK Serverless for serverless operation, maintaining full Kafka API compatibility.
- D
AWS Step Functions
Why wrong: Step Functions orchestrates workflows with state machines — it's not a data streaming service.
Question 542 of 1,024
CLF-C02 Cloud Technology and Services Practice Question
This CLF-C02 practice question tests your understanding of cloud technology and services. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Which AWS service provides a serverless, fully managed Apache Kafka-compatible data streaming service?
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
✓
Amazon MSK (Managed Streaming for Apache Kafka)
Amazon MSK (Managed Streaming for Apache Kafka) is the correct answer because it is a fully managed, serverless service that provides Apache Kafka-compatible data streaming. It handles cluster provisioning, scaling, and maintenance, allowing you to run Kafka workloads without managing infrastructure. This directly matches the question's requirement for a serverless, fully managed Apache Kafka-compatible service.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Amazon SQS
Why it's wrong here
SQS is a message queue service, not a data streaming service. It doesn't support the consumer group or partition model of streaming platforms.
- ✗
Amazon Kinesis Data Streams
Why it's wrong here
Kinesis Data Streams is AWS's native streaming service but is not Apache Kafka-compatible — it uses its own API.
- ✓
Amazon MSK (Managed Streaming for Apache Kafka)
Why this is correct
Amazon MSK provides fully managed Apache Kafka clusters on AWS, with MSK Serverless for serverless operation, maintaining full Kafka API compatibility.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
AWS Step Functions
Why it's wrong here
Step Functions orchestrates workflows with state machines — it's not a data streaming service.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates confuse Amazon Kinesis Data Streams with a Kafka-compatible service, but Kinesis uses its own API and is not compatible with Kafka protocols, while MSK is the only fully managed Kafka-compatible option.
Detailed technical explanation
How to think about this question
Amazon MSK uses the open-source Apache Kafka API, meaning you can use existing Kafka clients (e.g., librdkafka, Java Kafka clients) without code changes. Under the hood, MSK manages ZooKeeper nodes, brokers, and storage volumes, and supports features like auto-scaling and tiered storage. A real-world scenario is migrating an on-premises Kafka cluster to AWS: with MSK, you simply point your producers and consumers to the MSK endpoint, avoiding re-architecture.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
Quick reference
Cloud Service Model Comparison
| Model | You Manage | Provider Manages | Examples |
|---|---|---|---|
| IaaS | OS, runtime, apps, data | Hardware, hypervisor, networking | EC2, Azure VMs, GCP Compute Engine |
| PaaS | Apps and data | OS, runtime, middleware, hardware | Elastic Beanstalk, Azure App Service |
| SaaS | Data and settings only | Everything else | Microsoft 365, Salesforce, Workday |
| FaaS / Serverless | Function code only | Infra, scaling, runtime | Lambda, Azure Functions, Cloud Run |
| CaaS | Containers and apps | Kubernetes, OS, hardware | EKS, AKS, GKE |
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
- →
Cloud Technology and Services — study guide chapter
Learn the concepts, then practise the questions
- →
Cloud Technology and Services practice questions
Targeted practice on this topic area only
- →
All CLF-C02 questions
1,024 questions across all exam domains
- →
AWS Certified Cloud Practitioner CLF-C02 study guide
Full concept coverage aligned to exam objectives
- →
CLF-C02 practice test guide
How to use practice tests most effectively before exam day
Related practice questions
Related CLF-C02 practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
Cloud Concepts practice questions
Practise CLF-C02 questions linked to Cloud Concepts.
Security and Compliance practice questions
Practise CLF-C02 questions linked to Security and Compliance.
Cloud Technology and Services practice questions
Practise CLF-C02 questions linked to Cloud Technology and Services.
Billing, Pricing, and Support practice questions
Practise CLF-C02 questions linked to Billing, Pricing, and Support.
AWS shared responsibility model practice questions
Practise CLF-C02 questions linked to AWS shared responsibility model.
AWS IAM practice questions
Practise CLF-C02 questions linked to AWS IAM.
AWS pricing practice questions
Practise CLF-C02 questions linked to AWS pricing.
AWS support plans practice questions
Practise CLF-C02 questions linked to AWS support plans.
AWS S3 practice questions
Practise CLF-C02 questions linked to AWS S3.
AWS EC2 practice questions
Practise CLF-C02 questions linked to AWS EC2.
Practice this exam
Start a free CLF-C02 practice session
Short sessions build daily habit. Longer sessions build exam-day stamina. Try a timed session to simulate real conditions.
FAQ
Questions learners often ask
What does this CLF-C02 question test?
Cloud Technology and Services — This question tests Cloud Technology and Services — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Amazon MSK (Managed Streaming for Apache Kafka) — Amazon MSK (Managed Streaming for Apache Kafka) is the correct answer because it is a fully managed, serverless service that provides Apache Kafka-compatible data streaming. It handles cluster provisioning, scaling, and maintenance, allowing you to run Kafka workloads without managing infrastructure. This directly matches the question's requirement for a serverless, fully managed Apache Kafka-compatible service.
What should I do if I get this CLF-C02 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
Keep practising
More CLF-C02 practice questions
- A company publishes a message each time a new product is added to its catalogue. Three services need to receive this mes…
- A media company stores frequently accessed video thumbnails in Amazon S3. The thumbnails are read multiple times every d…
- A company needs a service to translate domain names (like www.example.com) into IP addresses, check the health of their…
- A startup runs an application on AWS and receives a monthly bill that charges exactly for the number of compute hours us…
- A financial institution runs its core banking application on-premises due to regulatory requirements. It has connected i…
- A company wants to run a MySQL database in AWS without managing database software installation, applying patches, settin…
Last reviewed: Jun 11, 2026
This CLF-C02 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CLF-C02 exam.
Question Discussion
Share a tip, memory trick, or ask about the reasoning behind this question. Do not post real exam questions, leaked content, braindumps, or copyrighted exam material. Comments are moderated and may be removed without notice.
Sign in to join the discussion.