[ 
https://issues.apache.org/jira/browse/SPARK-39023?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

binjie yang updated SPARK-39023:
--------------------------------
    Summary: Add Executor Pod inter-pod anti-affinity  (was: Add Executor Pod 
inter-pod anti-addinity)

> Add Executor Pod inter-pod anti-affinity
> ----------------------------------------
>
>                 Key: SPARK-39023
>                 URL: https://issues.apache.org/jira/browse/SPARK-39023
>             Project: Spark
>          Issue Type: New Feature
>          Components: Kubernetes
>    Affects Versions: 3.2.1
>            Reporter: binjie yang
>            Priority: Major
>
> h3. Why should we need this?
> When Spark On Kubernetes is running, Executor Pod clusters occur in certain 
> conditions (uneven resource allocation in Kubernetes, high load On some 
> nodes, low load On some nodes), causing Shuffle data skew. This causes Spark 
> application to fail or performance bottlenecks, such as Shuffle Fetch timeout 
> and connection refuse after connection number.
> h3. Why should use this?
> The functionality mentioned in this PR was tested on a cluster.
> Using three Kubernetes Node(node-1, node-2, node-3).
> In the case of sufficient or insufficient cluster resources, it  has the same 
> effect Whether the feature is enabled or not. Kubernetes assigns pods to 
> nodes with low load based on global resources. When only one node has a small 
> load, Kubernetes will schedule all executor pods to this node. 



--
This message was sent by Atlassian Jira
(v8.20.7#820007)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org
For additional commands, e-mail: issues-h...@spark.apache.org

Reply via email to