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If you are running apps on top of JVM and want to be able to profile them in production, on-demand, without affecting your app’s performance and users, read on! Screenshots, features, and other juicy stuff are further down. Do you run any apps on the JVM? How do you find bottlenecks in your apps once they are in production, so you can optimize them? If they become slow, how do you find which pa
Since we don’t have any nice NMT (Native Memory Tracking) MBean in HotSpot (yet), and therefore not in the JMC console, I thought I’d show how it can be done using command line arguments and JCMD. Please note that you’ll get a 5-10% performance hit if you enable this. Step 1 – Enabling NMT This is done by using the following command line: -XX:NativeMemoryTracking=[off|summary|detail] Where the dif
At Etsy we run thousands of Hadoop jobs over hundreds of terabytes of data every day. When operating at this scale optimizing jobs is vital: we need to make sure that users get the results they need quickly, while also ensuring we use our cluster’s resources efficiently. Actually doing that optimizing is the hard part, however. To make accurate decisions you need measurements, and so we have cr
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Starting in 2012, Zorka was the first open source Java application monitoring agent featuring full transaction tracing via bytecode instrumentation. Both agent and collector source codes are publicly available on GPLv3 license, so there is no vendor lock-in and no license fees. Agent-collector protocol is well documented - old ZICO/TCP protocol via source code, upcoming ZICO/HTTP uses CBOR encodin
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To keep your users happy – and business going – your Java app needs to be up and running smoothly at all times. It's not enough to just have it installed. You must look beyond the code and into the workings of the Java Virtual Machine (JVM) on an ongoing basis. By monitoring the JVM with the help of powerful Java monitoring tools, you can measure performance and detect issues that might affect you
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