A high-frequency trading analytics service runs on several EC2 instances in the same Availability Zone. The application exchanges small messages between nodes and is sensitive to microsecond-level network latency. Which design best meets the requirement?
Trap 1: Place the instances in a spread placement group across multiple…
Spread placement groups are designed to reduce correlated failure risk by separating instances, not to minimize communication latency. Spreading instances across multiple AZs adds network distance and is the opposite of what a latency-sensitive clustered workload wants. The design improves resilience, but it sacrifices the fast intra-node communication the application needs.
Trap 2: Place the instances in a partition placement group within one…
Partition placement groups are useful when you want to isolate groups of instances from each other for resilience at large scale. They do not provide the same tight network proximity as a cluster placement group. For a low-latency analytics cluster, partitioning adds unnecessary separation and is not the best choice for fast node-to-node messaging.
Trap 3: Deploy the instances behind an Application Load Balancer in…
An Application Load Balancer helps distribute client traffic for HTTP and HTTPS applications, but it does not optimize the private network path between EC2 instances. Adding multiple Availability Zones also increases the distance between nodes. That helps availability, but it does not address the workload's requirement for very low inter-instance latency.
- A
Place the instances in a cluster placement group in one Availability Zone.
A cluster placement group places instances physically close together within one Availability Zone, which improves network throughput and reduces latency between nodes. That is the right fit for tightly coupled workloads that exchange frequent small messages and need the lowest possible east-west latency. It also keeps the design simple because the application already runs in a single AZ.
- B
Place the instances in a spread placement group across multiple Availability Zones.
Why wrong: Spread placement groups are designed to reduce correlated failure risk by separating instances, not to minimize communication latency. Spreading instances across multiple AZs adds network distance and is the opposite of what a latency-sensitive clustered workload wants. The design improves resilience, but it sacrifices the fast intra-node communication the application needs.
- C
Place the instances in a partition placement group within one Availability Zone.
Why wrong: Partition placement groups are useful when you want to isolate groups of instances from each other for resilience at large scale. They do not provide the same tight network proximity as a cluster placement group. For a low-latency analytics cluster, partitioning adds unnecessary separation and is not the best choice for fast node-to-node messaging.
- D
Deploy the instances behind an Application Load Balancer in multiple Availability Zones.
Why wrong: An Application Load Balancer helps distribute client traffic for HTTP and HTTPS applications, but it does not optimize the private network path between EC2 instances. Adding multiple Availability Zones also increases the distance between nodes. That helps availability, but it does not address the workload's requirement for very low inter-instance latency.