Hi,
this is for a plugin you develops, right? In such case jenkins-dev would be 
more appropriate list ...

> 1. Where do i copy the .js files ? 
usually into src/main/webapp

> 2. This needs to be self updating , How do i achieve that ?
check jelly ajax tag [1] (and reference therein how to use it)

> 3. Here is the JSON data
...
> I think https://github.com/flot/flot has all that i need to accomplish this,
> but i am not too sure HOW  

here I'm not sure what is the question

HTH
Vojta

[1] 
https://github.com/jenkinsci/jenkins/blob/master/core/src/main/resources/lib/layout/ajax.jelly

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