[Child Issue] Scale Testing OSB's Search Clients

[IanHoang]

This is a subtask for Distributed Workload Generation Analysis and Scale Testing. For more details on this subtask, see this meta issue.

We will be focusing on using the search_clients in OSB and determining their impact on service time and latency.

Prerequisites

1. Select a fast query (such as Term Query)
2. Set up a large cluster (15+ nodes)

Test Plan

• 1. Run with OSB's built-in search clients: Running tests with the following 1, 16, 128 search_clients
• 2. Simulate OSB's search clients manually: Running tests with autoscaling group of EC2 instances. Start at 1 EC2 instance and scale up to 16 and then 128 EC2 instances.
• 3. Compare results between OSB's built-in search clients and simulated search clients: Compare results and determine the impact on service time and latency

[IanHoang]

Closing this issue as it's outdated. Will create a new child issue for scale testing with the updated list of experiments