Book Image

Supercharge Your Applications with GraalVM

By : A B Vijay Kumar
Book Image

Supercharge Your Applications with GraalVM

By: A B Vijay Kumar

Overview of this book

GraalVM is a universal virtual machine that allows programmers to compile and run applications written in both JVM and non-JVM languages. It improves the performance and efficiency of applications, making it an ideal companion for cloud-native or microservices-based applications. This book is a hands-on guide, with step-by-step instructions on how to work with GraalVM. Starting with a quick introduction to the GraalVM architecture and how things work under the hood, you'll discover the performance benefits of running your Java applications on GraalVM. You'll then learn how to create native images and understand how AOT (ahead-of-time) can improve application performance significantly. The book covers examples of building polyglot applications that will help you explore the interoperability between languages running on the same VM. You'll also see how you can use the Truffle framework to implement any language of your choice to run optimally on GraalVM. By the end of this book, you'll not only have learned how GraalVM is beneficial in cloud-native and microservices development but also how to leverage its capabilities to create high-performing polyglot applications.
Table of Contents (17 chapters)
1
Section 1: The Evolution of JVM
4
Section 2: Getting Up and Running with GraalVM – Architecture and Implementation
8
Section 3: Polyglot with Graal
13
Section 4: Microservices with Graal

Understanding Truffle instrumentation

Truffle provides an Instrumentation API to help build instrumentation and tools for diagnosis, monitoring, and debugging. Truffle also provides a reference implementation called Simple Tool (https://github.com/graalvm/simpletool). Truffle provides a very high-performance instrumentation design. The instrumentation is achieved with the help of probes and tags. The probes are attached to the AST nodes to capture the instrumentation data, and the nodes are identified using tags. Multiple instruments can be attached to the probe. The following figure shows a typical instrumentation:

Figure 6.6 – Truffle instrumentation

The preceding figure illustrates how Truffle's Instrument API connects to the AST to collect the various metrics/data. Truffle displaces the original node by inserting a wrapper node and passes the information to the probe node, which can be connected to multiple instruments to collect the data.