wilfred-s commented on a change in pull request #27:
URL: 
https://github.com/apache/incubator-yunikorn-site/pull/27#discussion_r499960025



##########
File path: docs/user_guide/resource_quota_mgmt.md
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@@ -82,36 +106,33 @@ partitions:
                 vcore: 10000
 ```
 
-in this example, we are going to setup 3 queues under root, and each of them 
has
-a specific min/max capacity set up.
-
-### Run workloads
-
-In order to run jobs in specific queues, you will need to set the following 
label in all pods' spec:
+### Run a workload
+In order to run applications in specific queues, you will need to set the 
following labels in all pod specs.
+All pods with the same `applicationID` label are considered ti be one 
application.
+In the below example the application `my-test-app` will run in the queue 
`root.sandbox`: 
 
 ```yaml
 labels:
   app: my-test-app
-  applicationId: " my-test-app-01"
+  applicationId: "my-test-app-01"
   queue: root.sandbox
 ```
 
-## Option 2) 1:1 mapping from namespaces to queues
+## Namespace to queue mapping
 
 ### Goal
-
-User just needs to setup namespaces, YuniKorn automatically maps each 
namespace to an internal resource queue (AKA dynamical queue).
-There is no additional steps to create YuniKorn queues, all queues will be 
created dynamically,
-resource allocation and quotas will be managed by YuniKorn instead of the 
namespace resource quota.
+Automatically map a Kubernetes `namespace` to a queue in YuniKorn.
+The user creates the required namespaces in Kubernetes. 
+The YuniKorn k8-shim and core scheduler automatically pass the required 
information and map the namespace to a queue, creating the queue if it does not 
exist.

Review comment:
       fixed all occurrences




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