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Yes,Clustering would help in your case..
1)Consider u have cluster of 2 managed server.The requests would handled by both these managed server.In your current case,the entire load in on 1 jvm itself.
2)If your making ur environment into cluster,Even at any point of time if your 1 jvm crashes..there is another to take the load and in this way,application processing will continue and services is not hampered.In your current case with 1 jvm,this is not possible.
Please follow the below docs regarding the advantages of clustering.
we are facing the "Warning" health problem of some of our servers in our peek timings.This might be due to stuck threads. since lot of load on the jvm and its taking time to process the request.
Analyses during peak hours,What is actually causing the bottleneck.Check the reason why the server is goin to warning state.
Go to Deployments-->Monitoring tab (Check datasource,ejb,jms,jta tabs)
Even take 3-4 thread dumps and see where the threads are stuck
Deftly Adding of Cluster into your environment will improve performance great load balancing.
Where as you want to know whether your Webservices application will be able to deploy on cluster or not I would say we can deploy on cluster environment It will help it many issues like one is your avoiding memory spikes etc.