# Load testing

The following document outlines the most recent results of a semi-annual load test of the Fleet server. 

These tests are conducted by the Fleet team, using [osquery-perf](https://github.com/fleetdm/fleet/tree/main/cmd/osquery-perf); a free and open source tool, to generate realistic traffic to the Fleet server.

This document reports the minimum resources for successfully running Fleet with 1,000 hosts and 150,000 hosts.

## Test parameters

The Fleet load tests are conducted with a Fleet server that contains 2 packs, with ~6 queries each, and 6 labels.

A test is deemed successful when the Fleet server is able to receive and make requests to the specified number of hosts without over utilizing the specified resources. In addition, a successful test must report that the Fleet server can run a live query against the specified number of hosts.

## Results

### 1,000 hosts

With the following infrastructure, 1,000 hosts successfully communicate with Fleet. The Fleet server is able to run live queries against all hosts.

|Fleet instances| CPU Units       |RAM             |
|-------|-------------------------|----------------|
| 1 Fargate task | 256 CPU Units  |512 MB of memory|

|​| Version                 |Instance type |
|-------|-------------------------|--------------|
| Redis | 5.0.6                   |cache.m5.large|
| MySQL | 5.7.mysql_aurora.2.10.0 | db.t4g.medium|

### 150,000 hosts

With the infrastructure listed below, 150,000 hosts successfully communicate with Fleet. The Fleet server is able to run live queries against all hosts.

|Fleet instance | CPU Units       |RAM             |
|-------|-------------------------|----------------|
| 25 Fargate tasks | 1024 CPU units  |2048 MB of memory|

|​| Version                 |Instance type |
|-------|-------------------------|--------------|
| Redis | 5.0.6                   |cache.m5.large|
| MySQL | 5.7.mysql_aurora.2.10.0 | db.t4g.medium|

The above setup auto scaled based on CPU usage. After a while, the task count ended up in 25 instances even while live querying or adding a new label.

## How we are simulating osquery

The simulation is run by using [osquery-perf](https://github.com/fleetdm/fleet/tree/main/cmd/osquery-perf), a free and open source tool, to generate realistic traffic to the Fleet server.

The following command enrolls and simulates 150,000 hosts on Fleet:

```bash
go run cmd/osquery-perf/agent.go -enroll_secret <secret here> -host_count 150000 -server_url <server URL here> -node_key_file nodekeys
```

After the hosts have been enrolled, you can add `-only_already_enrolled` to make sure the node keys from the file are used and no enrollment happens. This resumes the execution of all the simulated hosts.

## Infrastructure setup

The deployment of Fleet was done through the example [terraform provided in the repo](https://github.com/fleetdm/fleet/tree/main/tools/terraform) with the following command:

```bash
terraform apply \ 
  -var domain_fleetctl=<your domain here> \
  -var domain_fleetdm=<alternative domain here> \ 
  -var s3_bucket=<log bucket name> \
  -var fleet_image="fleetdm/fleet:<tag targeted>" \
  -var vulnerabilities_path="" \
  -var fleet_max_capacity=100 \ 
  -var fleet_min_capacity=5
```

## Limitations

The [osquery-perf](https://github.com/fleetdm/fleet/tree/main/cmd/osquery-perf) tool doesn't simulate all data that's included when a real device communicates to a Fleet instance. For example, system users and software inventory data are not yet simulated by osquery-perf.

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