Question 1mediummultiple choice
Full question →mediummultiple choiceObjective-mapped
A company runs a nightly batch processing job on a single on-premises server. The job takes 4 hours to complete, and if the server fails during processing, the job must start over from the beginning. The company is migrating this workload to AWS. The solutions architect proposes running the job across multiple Amazon EC2 instances that process different chunks of data simultaneously. The architect also plans to configure the system so that if any single instance fails, its chunk is automatically reprocessed by another instance, ensuring the overall job still completes. Which benefit of cloud computing does this architecture primarily demonstrate?
Answer choices
Why each option matters
Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.
A
Distractor review
Elasticity
Incorrect. Elasticity refers to automatically provisioning and releasing resources in response to demand changes. This scenario does not involve dynamic scaling based on fluctuating demand; the same number of instances are used each night.
B
Distractor review
High availability
Incorrect. High availability focuses on minimizing downtime and ensuring the system is operational. While the design provides some availability benefit (job continues despite failure), the primary goal is to improve performance through parallel processing, which is horizontal scaling.
C
Best answer
Horizontal scaling
Correct. Horizontal scaling (scaling out) means adding more instances to share the workload. The architect splits the job into chunks and runs them on multiple EC2 instances, improving both performance (parallelism) and fault tolerance (chunks are reprocessed if an instance fails).
D
Distractor review
Global reach
Incorrect. Global reach refers to deploying resources in multiple geographic regions to reduce latency or meet data residency requirements. This scenario does not mention multiple regions; all instances are assumed to be in the same region.
Common exam trap
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Technical deep dive
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
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.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- 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.
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More questions from this exam
Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.
Question 1
A developer needs to launch a test server for a new application prototype. The developer logs into the AWS Management Console, selects an Amazon EC2 instance type, configures the security group, and starts the instance. The instance is running within two minutes, and the developer did not need to submit a formal request to the company's IT procurement team or wait for approval from a cloud administrator. Which essential characteristic of cloud computing does this scenario best demonstrate?
Question 2
A solutions architect is planning a new web application on AWS. The workload will include 3 Amazon EC2 instances (t3.medium) running 24/7, an Application Load Balancer, and an Amazon RDS for MySQL db.t3.small database. The architect needs to estimate the monthly cost for the first year, considering different purchasing options (On-Demand, 1-year All Upfront Reserved Instance, and Compute Savings Plan). Which AWS tool should the architect use to create this estimate?
Question 3
A company's development team frequently needs temporary test environments. A developer can log into the AWS Management Console, select an Amazon EC2 instance type, configure storage, and launch the instance within minutes without any interaction with the IT infrastructure team. This capability is an example of which essential characteristic of cloud computing?
Question 4
A company's finance team needs to analyze AWS spending in detail. They require a report that includes hourly cost data for each AWS service, each individual resource (e.g., a specific EC2 instance), and any cost allocation tags applied. The team plans to export this data to an Amazon S3 bucket and then import it into a custom business intelligence (BI) analytics dashboard. Which AWS tool should the finance team use to generate this level of detailed cost data?
Question 5
A company uses AWS for its development environment. The finance team wants to set a monthly budget of $10,000. They want to receive an email notification when the actual costs reach 80% of the budget ($8,000) and again when costs exceed the budget. The team needs a managed AWS service that can automatically send these alerts without requiring custom code or third-party tools. Which AWS service should the team use?
Question 6
A company uses AWS Organizations to manage multiple accounts. The security team needs to enforce a policy that restricts SSH access (port 22) from the internet (0.0.0.0/0) in all VPCs across all accounts. The team wants to centrally define the allowed rules and automatically apply them to newly created VPCs and security groups, while also automatically remediating any existing non-compliant security groups. Which AWS service should the team use?
FAQ
Questions learners often ask
What does this CLF-C02 question test?
Read the scenario before looking for a memorised answer.
What is the correct answer to this question?
The correct answer is: Horizontal scaling — The architecture distributes the workload across multiple instances (scaling out) to process data in parallel, which reduces total processing time and provides fault tolerance by automatically reassigning work from failed instances. This is a clear demonstration of horizontal scaling, a key cloud computing benefit where performance and resilience are improved by adding more resources rather than upgrading a single resource (vertical scaling).
What should I do if I get this CLF-C02 question wrong?
Then try more questions from the same exam bank and focus on understanding why the wrong options are tempting.
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