Saturday, December 8, 2018

JVM performance: OpenJ9 uses least memory. GraalVM most. OpenJDK distributions differ.

In a previous blog post I created a setup to compare JVM performance of several JVMs. I received some valuable feedback on the measures I conducted and requests to add additional JVMs. In this second post I'll look at some more JVMs and I've added some measures like process memory usage and startup time. Also I've automated the test and reduced the complexity of the setup by removing haproxy and testing a single JVM at a time.

Friday, November 23, 2018

Comparing JVM performance; Zulu, OpenJDK, Oracle JDK, GraalVM CE

There are many different choices for a JVM for your Java application. Which would be the best to use? This depends on various factors. Performance being an important one. Solid performance research however is difficult. In this blog post I'll describe a setup I created to perform tests on different JVMs at the same time and show some interesting results! I also looked at the effect of resource isolation (assigning specific CPUs and memory to the process). This effect was negligible. My test application consisted of a reactive (non-blocking) Spring Boot REST application and I've used Prometheus to poll the JVMs and Grafana for visualization.

Below is an image of the used setup. Everything was running in Docker containers except SoapUI.

Thursday, November 1, 2018

Monitoring Spring Boot applications with Prometheus and Grafana

In order to compare the performance of different JDKs for reactive Spring Boot services, I made a setup in which a Spring Boot application is wrapped in a Docker container. This makes it easy to create different containers for different JDK's with the same Spring Boot application running in it. The Spring Boot application exposes metrics to Prometheus. Grafana can read these metrics and allows to make nice visualizations from it. This blog post describes the setup. A next post will show the results. You can download the code here (in the complete folder). To indicate how easy this is, getting this setup up and running and write this blog post took me less than 1.5 hours total. I did not have much prior knowledge on Prometheus and Grafana save for a single workshop at AMIS by Lucas Jellema.



Tuesday, October 30, 2018

Running Reactive Spring Boot on GraalVM in Docker

GraalVM is an open source polyglot VM which makes it easy to mix and match different languages such as Java, Javascript and R. It has the ability (with some restrictions) to compile code to native executables. This of course offers great performance benefits. Recently, GraalVM Docker files and images have become available. See here.

Since Spring Boot is a popular Java framework and reactive (non blocking) RESTful services/clients implemented in Spring Boot are also interesting to look at, I thought; lets combine those and produce a Docker image running a reactive Spring Boot application on GraalVM.

I've used and combined the following
As a base I've used the code provided in the following Git repository here. In the 'complete' folder (the end result of the tutorial) is a sample Reactive RESTful Web Service and client.

Thursday, August 30, 2018

Oracle SOA: Sending delayed JMS messages

Sometimes you might want to put something on a JMS queue and make it available after a certain period has passed to consumers. How can you achieve this using Oracle SOA Suite?

Saturday, August 18, 2018

Docker host and bridged networking. Running library/httpd on different ports

Docker provides different networking options. When using the Docker host networking, you don't have the option to create port mappings. When using images like library/httpd:2.4, you don't have the option to update the port on which it runs; it runs by default on port 80. Suppose you want to use the host networking feature and want to run library/httpd:2.4 on different ports, how would you do this?

In this blog I'll explain 2 mechanisms by which you can expose library/httpd on different ports using host networking and how you can do the same using bridged networking. I'll describe several features of the different solutions and consequences for connectivity / host lookup options. At the end of the post I'll give some tips on how to test connectivity between containers.


Monday, August 6, 2018

Running Spring Tool Suite and other GUI applications from Docker containers

Running an application within a Docker container helps in isolating the application from the host OS. Running GUI applications like for example an IDE from a Docker container, can be challenging. I'll explain several of the issues you might encounter and how to solve them. For this I will use Spring Tool Suite as an example. The code (Dockerfile and docker-compose.yml) can also be found here. Due to (several) security concerns, this is not recommended in a production environment.