- A
Elasticity
Why wrong: Elasticity is the ability to automatically provision and de-provision compute resources as demand changes. It does not address how independent components interact or fail, so it does not prevent cascading failures between modules.
- B
High availability
Why wrong: High availability ensures that a system remains operational even during infrastructure failures, such as an Availability Zone outage, by using redundant resources. While it improves overall uptime, it does not isolate failures within the application architecture; a single module failure could still bring down tightly coupled components.
- C
Loose coupling
Loose coupling is an architectural principle where components are designed to have minimal dependencies on each other. They communicate asynchronously (e.g., via queues, events, or APIs) so that a failure in one component does not cascade to others. This approach directly solves the company's problem of isolating module failures.
- D
Disaster recovery
Why wrong: Disaster recovery refers to plans and processes for restoring IT infrastructure and data after a catastrophic event (e.g., natural disaster, large-scale outage). It is not a daily resilience pattern for preventing cascading failures between application modules.
CLF-C02 Cloud Concepts Practice Question
This CLF-C02 practice question tests your understanding of cloud concepts. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. 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.
A company is migrating a legacy monolithic e-commerce application to AWS. The application has three tightly integrated modules: user authentication, payment processing, and inventory management. In the current design, a failure in the payment processing module often causes the entire application to crash. The company wants to redesign the application so that each module runs independently, and a failure in one module does not cascade to other modules. Which cloud computing concept should the company apply to achieve this goal?
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
Loose coupling
The correct answer is C, loose coupling. Loose coupling is a cloud computing concept where components are designed to have minimal dependencies on each other, communicating through well-defined interfaces or APIs. By decoupling the user authentication, payment processing, and inventory management modules, a failure in one module (e.g., payment processing) will not cascade and crash the entire application, as each module can operate independently and handle its own failures gracefully.
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.
- ✗
Elasticity
Why it's wrong here
Elasticity is the ability to automatically provision and de-provision compute resources as demand changes. It does not address how independent components interact or fail, so it does not prevent cascading failures between modules.
When this WOULD be correct
A company expects unpredictable spikes in traffic to its web application and wants to automatically add or remove compute capacity to meet demand without manual intervention. Elasticity would be the correct concept to apply.
- ✗
High availability
Why it's wrong here
High availability ensures that a system remains operational even during infrastructure failures, such as an Availability Zone outage, by using redundant resources. While it improves overall uptime, it does not isolate failures within the application architecture; a single module failure could still bring down tightly coupled components.
When this WOULD be correct
A company runs a critical web application on AWS and needs to ensure it remains accessible even if one Availability Zone fails. The question asks which concept ensures minimal downtime and continuous operation despite infrastructure failures. In that case, high availability (e.g., deploying across multiple AZs with an Auto Scaling group and load balancer) would be the correct answer.
- ✓
Loose coupling
Why this is correct
Loose coupling is an architectural principle where components are designed to have minimal dependencies on each other. They communicate asynchronously (e.g., via queues, events, or APIs) so that a failure in one component does not cascade to others. This approach directly solves the company's problem of isolating module failures.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Disaster recovery
Why it's wrong here
Disaster recovery refers to plans and processes for restoring IT infrastructure and data after a catastrophic event (e.g., natural disaster, large-scale outage). It is not a daily resilience pattern for preventing cascading failures between application modules.
When this WOULD be correct
A company wants to ensure that after a major outage (e.g., natural disaster) in one AWS region, the application can be restored in another region with minimal data loss and downtime. Disaster recovery (e.g., using multi-region backups and failover) would be the correct concept.
Option-by-option analysis
Why each answer is right or wrong
Understanding why wrong answers are wrong — and when they would be correct — is what separates a 750 score from a 900. The CLF-C02 exam frequently reuses these exact scenarios with slightly different constraints.
✓Loose couplingCorrect answer▾
Why this is correct
Loose coupling is an architectural principle where components are designed to have minimal dependencies on each other. They communicate asynchronously (e.g., via queues, events, or APIs) so that a failure in one component does not cascade to others. This approach directly solves the company's problem of isolating module failures.
✗ElasticityWrong answer — click to see why▾
Why this is wrong here
Elasticity refers to the ability to automatically scale resources up or down based on demand, not to decouple application components to prevent cascading failures.
★ When this WOULD be the correct answer
A company expects unpredictable spikes in traffic to its web application and wants to automatically add or remove compute capacity to meet demand without manual intervention. Elasticity would be the correct concept to apply.
Why candidates choose this
Candidates may confuse elasticity with modularity, thinking that scaling individual modules independently implies loose coupling, but elasticity is about resource scaling, not architectural decoupling.
✗High availabilityWrong answer — click to see why▾
Why this is wrong here
High availability focuses on ensuring the system remains operational during failures, but it does not address the architectural design of decoupling modules to prevent cascading failures. The question specifically asks for independent module operation, which is achieved through loose coupling, not high availability.
★ When this WOULD be the correct answer
A company runs a critical web application on AWS and needs to ensure it remains accessible even if one Availability Zone fails. The question asks which concept ensures minimal downtime and continuous operation despite infrastructure failures. In that case, high availability (e.g., deploying across multiple AZs with an Auto Scaling group and load balancer) would be the correct answer.
Why candidates choose this
Candidates may confuse high availability with fault tolerance or assume that making the system highly available inherently decouples components, but high availability addresses uptime, not module independence.
✗Disaster recoveryWrong answer — click to see why▾
Why this is wrong here
Disaster recovery focuses on restoring systems after a catastrophic failure, not on preventing cascading failures between modules. The question asks for independent module operation, which loose coupling addresses.
★ When this WOULD be the correct answer
A company wants to ensure that after a major outage (e.g., natural disaster) in one AWS region, the application can be restored in another region with minimal data loss and downtime. Disaster recovery (e.g., using multi-region backups and failover) would be the correct concept.
Why candidates choose this
Candidates may confuse disaster recovery with fault tolerance or assume that recovering from a module failure is similar to disaster recovery, not realizing disaster recovery is for large-scale outages, not module-level failures.
Analysis generated from the official CLF-C02blueprint and verified against question context. The “when correct” sections are what AI assistants cite when candidates ask “what’s the difference between these options?”
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse high availability with fault isolation, thinking that making a system highly available (e.g., with multiple instances) will prevent cascading failures, but high availability does not address the tight coupling between modules that causes one failure to bring down others.
Detailed technical explanation
How to think about this question
Loose coupling is often implemented using asynchronous messaging patterns, such as Amazon Simple Queue Service (SQS) or Amazon Simple Notification Service (SNS), where modules send messages to a queue or topic rather than making direct synchronous calls. This allows the receiving module to process the message when it is ready, and if it fails, the message can be retried or moved to a dead-letter queue without affecting the sender. In a real-world scenario, an e-commerce application might use SQS to decouple payment processing from inventory management, ensuring that a payment failure does not block inventory updates.
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 company's IT admin needs to give a contractor read-only access to production logs without sharing account credentials. Using role-based access control (RBAC) and temporary scoped permissions — not a permanent shared password — is the correct pattern. Questions like this test whether you can apply least-privilege access across cloud identity services.
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.
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FAQ
Questions learners often ask
What does this CLF-C02 question test?
Cloud Concepts — This question tests Cloud Concepts — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Loose coupling — The correct answer is C, loose coupling. Loose coupling is a cloud computing concept where components are designed to have minimal dependencies on each other, communicating through well-defined interfaces or APIs. By decoupling the user authentication, payment processing, and inventory management modules, a failure in one module (e.g., payment processing) will not cascade and crash the entire application, as each module can operate independently and handle its own failures gracefully.
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.
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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.
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