Update the elastic-agent resource consumption docs (#1414) (#1450)

Update the installation page of elastic-agent by adding the resource usage consumption we observed in our lab environments.

Signed-off-by: Alexandros Sapranidis <alexandros@elastic.co>
Co-authored-by: Craig MacKenzie <craig.mackenzie@elastic.co>
Co-authored-by: David Kilfoyle <41695641+kilfoyle@users.noreply.github.com>
(cherry picked from commit d7ef138)

Co-authored-by: Alexandros Sapranidis <alexandros@elastic.co>

docs/en/ingest-management/elastic-agent/install-elastic-agent.asciidoc

@@ -1,7 +1,7 @@
 [[elastic-agent-installation]]
 = Install {agent}s
 
-[IMPORTANT] 
+[IMPORTANT]
 .Restrictions
 ====
 Note the following restrictions when installing {agent} on your system:
@@ -12,7 +12,7 @@ run the commands described here. After the {agent} service is installed and runn
 make sure you run these commands without prepending them with `./` to avoid
 invoking the wrong binary.
 * Running {agent} commands using the Windows PowerShell ISE is not supported.
-* See also the <<elastic-agent-installation-minimum-requirements,minimum requirements>> described on this page. 
+* See also the <<elastic-agent-installation-resource-requirements,resource requirements>> described on this page.
 ====
 
 You have a few options for installing and managing an {agent}:
@@ -57,32 +57,40 @@ Refer to:
 * {eck-ref}/k8s-elastic-agent.html[Run {agent} on ECK] -- for {eck} users
 --
 
-[IMPORTANT] 
+[IMPORTANT]
 .Restrictions in {serverless-short}
-==== 
+====
 If you are using {agent} with link:{serverless-docs}[{serverless-full}], note these differences from use with {ess} and self-managed {es}:
 
 * The number of {agents} that may be connected to an {serverless-full} project is limited to 10 thousand.
 * The minimum supported version of {agent} supported for use with {serverless-full} is 8.11.0.
 ====
 
 [discrete]
-[[elastic-agent-installation-minimum-requirements]]
-== Minimum requirements  
+[[elastic-agent-installation-resource-requirements]]
+== Resource requirements
+
+The {agent} resources consumption is influenced by the number of integration and the environment its been running on.
+
+Using our lab environment as an example, we can observe the following resource consumption:
 
-The following are the minimum system requirements for installing {agent}.
 // lint ignore mem
 [discrete]
 === CPU and RSS memory size
 
-// lint ignore 2vcpu 1gb
-Minimum requirements have been determined by running the {agent} on a GCP `e2-micro` instance (2vCPU/1GB).
-The {agent} used the default policy, running the system integration and self-monitoring.
-
+// lint ignore 2 vCPU 8.0 GiB
+We tested using an AWS `m7i.large` instance type with 2 vCPUs, 8.0 GB of memory, and up to 12.5 Gbps of bandwidth. The tests ingested a single log file using both the <<output-elasticsearch-performance-tuning-settings,throughput and scale preset>> with self monitoring enabled.
+These tests are representative of use cases that attempt to ingest data as fast as possible. This does not represent the resource overhead when using {integrations-docs}/endpoint[{elastic-defend}].
+[options,header]
 |===
-| **CPU** | Under 2% total, including all monitoring processes
-| **RSS memory size** | 400 MB
+| **Resource** | **Throughput** | **Scale**
+| **CPU*** | ~67% total | ~20%
+| **RSS memory size*** | ~280 MB | ~220 MB
+| **Write network throughput** | ~3.5 MB/s | 480 KB/s
 |===
+
+^*^ including all monitoring processes
+
 Adding integrations will increase the memory used by the agent and its processes.
 
 [discrete]