8. JavaMelodyĭeveloped specifically for Java EE applications, JavaMelody lets you measure and calculate the real operation of your applications in QA and production environments. Free and open-sourced, PinPoint provides a solution to help analyze the overall structure of the system and how components within them are interconnected by tracing transactions across distributed applications. This is why PinPoint can come in handy if you’re looking to monitor the performance of large-scale distributed systems written in Java. When you go big, pinpointing issues doesn’t get easier, but often harder. Free and well-documented, Glowroot is the performance monitoring solution for Java programmers who are also avid fans of open-source software (or simply lack a budget).
6.GlowrootĪn open-source Java APM, Glowroot, prides itself on being lightweight, easy to install and offers an extensive feature-set as well as the support of a variety of application servers. Not only because this is a sure way to spot bugs and issues but also because users expect and demand performance from the apps you build. In fact, the majority of AMPs used range from fairly affordable to enterprise-exclusive - which is really a shame when you consider how important it is to monitor application performance, especially with a complex application topology executing (hopefully) in cohesion on the same server. Java Application Performance Monitors (APMs)Īpplication performance monitors are very rarely free. This set of tools, packaged with the Oracle JDK, also provide detailed analysis of the data collected. Java Mission Control, along with Java Flight Recorder, allow for profiling and event collecting of low-level information about the behavior of the Java Virtual Machine (JVM) and the Java application. It monitors and troubleshoots applications running on Java using various technologies including jvmstat, JMX, Serviceability Agent (SA) and Attach API. 4. VisualVMĭubbing itself as an “All-in-One Java Troubleshooting Tool,” VisualVM is a visual tool integrating command-line JDK tools and lightweight profiling capabilities. So, it makes sense to check the alternatives to the profiler of your IDE to see which tool is the best for your needs, especially if it’s free. Alternative Java Process Monitoring ToolsĪs a programmer, you know that the default is not always the best choice. Its features include CPU, memory, threads, locks and SQL queries profiling, as well as basic JVM monitoring. The Netbeans IDE has its own built-in profiler called simply (and rather unoriginally) Profiler. It shows you the total number of objects in the heap grouped by their class name.
The JVM Debugger Memory View plugin, compatible with both Intellij IDEA and Android Studio, extends the built-in JVM debugger with capabilities to explore objects in the JVM heap during a debug session. It can be used to analyze productive heap dumps to calculate the retained sizes of objects, see who is preventing the Garbage Collector from collecting objects, and run a report to automatically extract leak suspects. The Eclipse Memory Analyzer is a Java heap analyzer that can help you pinpoint memory leaks and reduce memory consumption. Since process monitoring is so important for efficient development and debugging of Java programs, all popular IDE vendors offer their own branded profiler either built-in or as a plugin you can download. It should detail out all memory usage by the JVM including object creation, method executions, iterative executions (including recursive calls), thread executions, and garbage collection. Your standard profiler will provide you with a lot of information, the usefulness of which depends mostly on the debugging task at hand. Profilers track all method calls and memory usage, allowing you to dive into the call structure at whatever angle you choose.
What Are Java Profilers?Ī Java Profiler is a tool that monitors Java bytecode constructs and operations at the JVM level.
No trials, no license purchases – just the tools you need to delve behind the scenes of your code execution. And the best part? They all come for a very affordable price: free.
To help equip you for the ongoing process of optimization and the life of debugging ahead of you, we’ve gathered a list of the best tools to monitor the JVM in both development and production environments.