A distributed analytics engine runs 12 EC2 instances in one Availability Zone. The nodes exchange thousands of tiny messages per second and must keep jitter as low as possible. The current design launches the instances across multiple placement groups and uses general-purpose burstable instances. Which two changes will most directly lower east-west network latency and variability? Select two.
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.
Best answer
Move all instances into a cluster placement group.
Cluster placement groups pack instances closely together in a single Availability Zone, which minimizes network distance and improves latency consistency. This is the best placement strategy when the workload is highly chatty and needs very low jitter between nodes. It directly targets east-west performance.
Best answer
Use instance families that provide high network bandwidth and support enhanced networking.
Instance selection matters because network bandwidth and packet processing capability affect latency under heavy inter-node messaging. Choosing network-optimized or otherwise high-bandwidth families with enhanced networking reduces contention and improves message throughput. This complements the placement group choice and improves the cluster’s overall behavior.
Distractor review
Spread the instances across three Availability Zones for better fault tolerance.
Spreading across AZs improves resilience, but it increases network distance and typically adds latency. The scenario is explicitly about minimizing jitter and latency for frequent east-west traffic within one AZ, so multi-AZ spread is the wrong optimization.
Distractor review
Front the nodes with an Application Load Balancer to balance the internal messages.
An ALB is for HTTP/HTTPS application traffic, not for direct node-to-node messaging performance. It adds a layer that does not solve the underlying east-west latency issue. The workload needs closer physical placement and better networking, not a web load balancer.
Distractor review
Store the messages on EBS volumes so the nodes avoid network communication.
EBS is block storage for persistent data, not a low-latency message bus. Writing messages to disk would add storage latency and does not create efficient inter-node communication. It also changes the workload architecture in an unsupported way for this requirement.
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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Question 2
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FAQ
Questions learners often ask
What does this SAA-C03 question test?
Read the scenario before looking for a memorised answer.
What is the correct answer to this question?
The correct answer is: Move all instances into a cluster placement group. — For chatty EC2 clusters, the two strongest improvements are a cluster placement group and higher-network-bandwidth instance families. The placement group reduces physical and network distance between nodes, while the instance type choice increases packet-handling capacity and reduces congestion effects. Together, they lower both average latency and jitter, which is exactly what a tiny-message distributed engine needs. Spreading instances across AZs improves fault isolation but hurts latency. An ALB is not a tuning tool for east-west binary messaging. EBS is durable block storage, not a substitute for inter-node transport. The scenario is about reducing network delay and variability, so architecture choices that add layers or distance are counterproductive.
What should I do if I get this SAA-C03 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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