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Java memory optimizations: 3x Jenkins performance improvement with Dynatrace

Dynatrace

Dynatrace also alerted on intermittent outages throughout the day and especially after 8pm when the bulk of the nightly jobs were executed: On March 31st our Jenkins violated our SLAs from both availability and user experience. But let’s start from the beginning: Step #1 – Switching to Java 11.

Java 259
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Bending pause times to your will with Generational ZGC

The Netflix TechBlog

If you’re interested in how we use Java at Netflix, Paul Bakker’s talk How Netflix Really Uses Java , is a great place to start. More than half of our critical streaming video services are now running on JDK 21 with Generational ZGC, so it’s a good time to talk about our experience and the benefits we’ve seen.

Latency 234
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Top 20 Websites For Online Automation Testing Courses and Certifications

Testsigma

Certifications, typically, are proof of the enhanced prowess in the stream for which the course has been taken. Certifications and Courses help validate as well as enhance our technical capability in a specific vertical. A lot of these tools also need a fair amount of time to be invested in learning courses and doing certifications.

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Educating a New Generation of Workers

O'Reilly

There’s little time left over to find out what industry is doing, let alone develop courses to teach it. There are two factors: course enrollments, which show what students are studying, and course completion, which may reveal skills in high demand. What are people studying? The Pearson correlation is 0.8,

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Extend infrastructure observability with JMX Extensions and additional full-stack metrics

Dynatrace

To provide you with more value when monitoring hosts in infrastructure mode, we’re extending our infrastructure mode with a range of metrics that have until now only been available in full-stack mode. Monitor any infrastructure component and backing service that’s written in Java. Enabling JMX and PMI extensions.

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Tricks with Direct Memory Access in Java

Highly Scalable

Java was initially designed as a safe, managed environment. Nevertheless, Java HotSpot VM contains a “backdoor” that provides a number of low-level operations to manipulate memory and threads directly. In general, such functionality is safely available via NIO’s off-heap bufferes. sizeof() Function.

Java 101
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A look behind the scenes of AWS Lambda and our new Lambda monitoring extension

Dynatrace

This has led to the recent release of our new Lambda monitoring extension supporting Node.js, Java, and Python. Of course, this requires a VM that provides rock-solid isolation, and in AWS Lambda, this is the Firecracker microVM. A cold start occurs when there’s no instance of the requested Lambda function available.

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