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This page describes various presentations and publications related to Graal.

Graal Tutorial

This tutorial presents Graal, a high-performance dynamic compiler for Java written in Java. It covers the following topics:

  • Key distinguishing features of Graal,
  • Introduction to the Graal IR: basic properties, instructions, and optimization phases
  • Speculative optimizations: first-class support for optimistic optimizations and deoptimization
  • Graal API: separation of the compiler from the VM
  • Snippets: expressing high-level semantics in low-level Java code
  • Compiler intrinsics: use all your hardware instructions with Graal
  • Using Graal for static analysis
  • Custom compilations with Graal: integration of the compiler with an application or library
  • Graal as a compiler for dynamic programming languages in the Truffle framework

CGO 2015, February 7-11, San Francisco, CA
Video recording: Part 1, Part 2
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Graal Papers

  • Gilles Duboscq, Thomas Würthinger, Hanspeter Mössenböck: Speculation Without Regret: Reducing Deoptimization Meta-data in the Graal compiler.
    In Proceedings of the Intl. Conf. on Principles and Practice of Programming in Java (PPPJ'14), 2014

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    Describes techniques used in Graal to reduce the memory footprint of speculative optimizations.

  • Lukas Stadler: Partial Escape Analysis and Scalar Replacement for Java. PhD thesis, Johannes Kepler University Linz, 2014

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  • Lukas Stadler, Thomas Würthinger, Hanspeter Mössenböck: Partial Escape Analysis and Scalar Replacement for Java.
    In Proceedings of the Symposium on Code Generation and Optimization (CGO), 2014.

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    Describes Graal's advanced escape analysis algorithm.

  • Gilles Duboscq, Thomas Würthinger, Lukas Stadler, Christian Wimmer, Doug Simon, Hanspeter Mössenböck: An Intermediate Representation for Speculative Optimizations in a Dynamic Compiler.
    In Proceedings of the Workshop on Virtual Machines and Intermediate Languages, 2013.

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    Describes the speculative optimizations that Graal's graph-base intermediate representation allows.

  • Lukas Stadler, Gilles Duboscq, Hanspeter Mössenböck, Thomas Würthinger, Doug Simon: An Experimental Study of the Influence of Dynamic Compiler Optimizations on Scala Performance.
    In Proceedings of the 4th Workshop on Scala (SCALA '13), 2013.

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  • Gilles Duboscq, Lukas Stadler, Thomas Würthinger, Doug Simon, Christian Wimmer, Hanspeter Mössenböck: Graal IR: An Extensible Declarative Intermediate Representation.
    In Proceedings of the Asia-Pacific Programming Languages and Compilers Workshop, 2013.

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    Describes the basic architecture of Graal's graph-based intermediate representation.

  • Lukas Stadler, Gilles Duboscq, Hanspeter Mössenböck, Thomas Würthinger: Compilation Queueing and Graph Caching for Dynamic Compilers. In Proceedings of the sixth ACM workshop on Virtual machines and intermediate languages, 2012.

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  • Thomas Würthinger, Christian Wimmer, Andreas Wöß, Lukas Stadler, Gilles Duboscq, Christian Humer, Gregor Richards, Doug Simon, Mario Wolczko: One VM to Rule Them All. In Proceedings of Onward!, ACM Press, 2013. doi: 10.1145/2509578.2509581

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    Describes the vision of the Truffle approach, and the full system stack including the interpreter and dynamic compiler.

  • Thomas Würthinger, Andreas Wöß, Lukas Stadler, Gilles Duboscq, Doug Simon, Christian Wimmer: Self-Optimizing AST Interpreters. In Proceedings of the Dynamic Languages Symposium, pages 73–82. ACM Press, 2012. doi:10.1145/2384577.2384587

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    Describes the design of self-optimizing and self-specializing interpreter, and the application to JavaScript.