- A
Amazon Kinesis Data Analytics
Why wrong: CloudWatch Logs cannot directly stream to Kinesis Data Analytics; it would need a Kinesis stream.
- B
Amazon OpenSearch Service
CloudWatch Logs can stream logs to OpenSearch Service for analysis and visualization.
- C
AWS Lambda
CloudWatch Logs subscription filters can invoke a Lambda function for real-time processing.
- D
AWS Glue
Why wrong: Glue is a batch ETL service, not suitable for real-time log analysis.
- E
Amazon Athena
Why wrong: Athena is for querying data in S3, not real-time streaming from CloudWatch Logs.
SCS-C02 Security Logging and Monitoring Practice Question
This SCS-C02 practice question tests your understanding of security logging and monitoring. 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.
A company is using Amazon CloudWatch Logs to collect application logs. The security team wants to detect patterns that indicate security threats, such as multiple failed login attempts. Which TWO services can be used together to perform real-time log analysis and alerting?
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 OpenSearch Service
Amazon OpenSearch Service (option B) is correct because it provides a powerful search and analytics engine that can ingest CloudWatch Logs in real time via a subscription filter or a Lambda function, enabling the security team to query for patterns like multiple failed login attempts using OpenSearch Dashboards. AWS Lambda (option C) is correct because it can be triggered by CloudWatch Logs subscription filters to process log events in real time, perform custom pattern detection (e.g., counting failed logins per source IP), and then send alerts via Amazon SNS or other services. Together, they form a serverless, real-time log analysis and alerting pipeline.
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 Kinesis Data Analytics
Why it's wrong here
CloudWatch Logs cannot directly stream to Kinesis Data Analytics; it would need a Kinesis stream.
- ✓
Amazon OpenSearch Service
Why this is correct
CloudWatch Logs can stream logs to OpenSearch Service for analysis and visualization.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
AWS Lambda
Why this is correct
CloudWatch Logs subscription filters can invoke a Lambda function for real-time processing.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
AWS Glue
Why it's wrong here
Glue is a batch ETL service, not suitable for real-time log analysis.
- ✗
Amazon Athena
Why it's wrong here
Athena is for querying data in S3, not real-time streaming from CloudWatch Logs.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often choose Amazon Kinesis Data Analytics (option A) thinking it is the only real-time streaming service, but they overlook that OpenSearch Service with Lambda provides a more integrated and searchable solution for log analysis and alerting without needing to build custom streaming logic.
Detailed technical explanation
How to think about this question
Under the hood, CloudWatch Logs can stream log events to Amazon OpenSearch Service via a Lambda function that uses the AWS SDK to index each log entry, allowing near-real-time search with OpenSearch's inverted index and aggregation capabilities (e.g., a `date_histogram` with a `significant_terms` aggregation to detect spikes in failed logins). For Lambda-based analysis, a subscription filter delivers log events in batches (up to 1 MB or 10,000 events) to the function, which can parse structured logs (e.g., JSON or Apache Common Log Format) and use a sliding window counter in memory or DynamoDB to track failed attempts per IP, triggering an SNS alert when a threshold (e.g., 5 failures in 5 minutes) is exceeded. A real-world scenario is detecting a brute-force attack on an SSH server: CloudWatch Logs captures `/var/log/secure` entries, the Lambda function counts 'Failed password' events per source IP, and OpenSearch Dashboards visualizes the attack timeline.
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.
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FAQ
Questions learners often ask
What does this SCS-C02 question test?
Security Logging and Monitoring — This question tests Security Logging and Monitoring — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Amazon OpenSearch Service — Amazon OpenSearch Service (option B) is correct because it provides a powerful search and analytics engine that can ingest CloudWatch Logs in real time via a subscription filter or a Lambda function, enabling the security team to query for patterns like multiple failed login attempts using OpenSearch Dashboards. AWS Lambda (option C) is correct because it can be triggered by CloudWatch Logs subscription filters to process log events in real time, perform custom pattern detection (e.g., counting failed logins per source IP), and then send alerts via Amazon SNS or other services. Together, they form a serverless, real-time log analysis and alerting pipeline.
What should I do if I get this SCS-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: Jul 4, 2026
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