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15-May-2016 03:27

You’ll see R14 errors in your application logs when this paging starts to happen.

The default support for most JVM based languages sets dynamically based on dyno type.

The majority of memory issues can be reproduced in any environment without significant effort.

It is often easier to troubleshoot memory issues on your local machine because you’ll have access to more tools and won’t have to be as concerned with side effects that monitoring tools may cause.

Tools that come with the Java runtime include for analyzing heap dumps.

Read more about these tools in the Oracle Docs or at IBM developer works Visual VM combines all of the tools above into a GUI based package that is more friendly for some users. The amount of physical memory available to your application is 512MB on a dyno.

For example, you might add some code like this to a Java application: And the stack information will appear in the logs.

Visibility tools that run on the JVM won’t show this overhead so while they can give an idea of how an application uses memory they can’t show the total memory use of the JVM process.

However, Heroku’s JVM languages support provides tools that simplify this.

If your app is experiencing high levels of native memory usage (i.e.

Add the following flags to your Java opts: There is a Heroku labs feature called log-runtime-metrics.

This will print diagnostic information including total memory use to your application logs.These defaults will enable most applications to avoid R14 errors.



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