Update docs for Canary monitoring - docs

doc/user/project/integrations/prometheus_library/kubernetes.md

 # Monitoring Kubernetes
 
-> [Introduced](https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/8935) in GitLab 9.0
+> [Introduced](https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/8935) in GitLab 9.0.
 
 GitLab has support for automatically detecting and monitoring Kubernetes metrics.
 
@@ -30,3 +30,18 @@ In order to isolate and only display relevant metrics for a given environment
 however, GitLab needs a method to detect which labels are associated. To do this, GitLab will [look for an `environment` label](metrics.md#identifying-environments).
 
 If you are using [GitLab Auto-Deploy](../../../../ci/autodeploy/index.md) and one of the two [provided Kubernetes monitoring solutions](../prometheus.md#getting-started-with-prometheus-monitoring), the `environment` label will be automatically added.
+
+## Displaying Canary metrics
+
+> Introduced in [GitLab 10.2](https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/15201).
+
+GitLab also gathers Kubernetes metrics for [canary deployments](../../canary_deployments.md), allowing easy comparison between the current deployed version and the canary.
+
+These metrics expect an `environment` label of the form `$CI_ENVIRONMENT_SLUG-canary` to isolate the canary metrics. If you are using [GitLab Auto-Deploy](../../../../ci/autodeploy/index.md), this label will be automatically configured for you.
+
+### Canary metrics supported
+
+| Name | Query |
+| ---- | ----- |
+| Average Memory Usage (MB) | (sum(avg(container_memory_usage_bytes{container_name!="POD",environment="%{ci_environment_slug}-canary"}) without (job))) / count(avg(container_memory_usage_bytes{container_name!="POD",environment="%{ci_environment_slug}-canary"}) without (job)) /1024/1024 |
+| Average CPU Utilization (%) | sum(avg(rate(container_cpu_usage_seconds_total{container_name!="POD",environment="%{ci_environment_slug}-canary"}[2m])) without (job)) * 100 |