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This page describes various presentations and publications related to Graal.
This page describes various presentations and publications related to Graal and Truffle that were published by Oracle Labs and its academic colaborators.

### Graal Tutorial
## Graal Tutorial

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

Expand All @@ -18,75 +18,193 @@ CGO 2015, February 7-11, San Francisco, CA<br>
Video recording: [Part 1](https://youtu.be/Af9T9kFk1lM), [Part 2](https://youtu.be/WyU7KctlhzE)<br>
[Download Slides](http://lafo.ssw.uni-linz.ac.at/papers/2015_CGO_Graal.pdf)

### Graal Papers
* Josef Eisl, Matthias Grimmer, Doug Simon, Thomas Würthinger, Hanspeter Mössenböck:<br>
__Trace-based Register Allocation in a JIT Compiler__<br>
In _Proceedings of the 13th International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools (PPPJ)_, 2016.<br>
[Download Paper](http://dl.acm.org/citation.cfm?id=2972206.2972211)

* Josef Eisl:<br>
__Trace register allocation__<br>
In _Companion Proceedings of the 2015 ACM SIGPLAN International Conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH Companion)_, 2015.<br>
[Download Paper](http://dl.acm.org/citation.cfm?doid=2814189.2814199)

* Doug Simon, Christian Wimmer, Bernhard Urban, Gilles Duboscq, Lukas Stadler, Thomas Würthinger:<br>
__Snippets: Taking the High Road to a Low Level__<br>
In _Transactions on Architecture and Code Optimization (TACO)_, 2015<br>
[Download paper](http://dx.doi.org/10.1145/2764907)<br>
Describes Graal Snippets.

* David Leopoldseder, Lukas Stadler, Christian Wimmer, Hanspeter Mössenböck:<br>
__Java-to-JavaScript Translation via Structured Control Flow Reconstruction of Compiler IR__<br>
In _Proceedings of the 11th Dynamic Language Symposium (DLS)_, 2015.<br>
[Download Paper](http://dx.doi.org/10.1145/2816707.2816715)

* Gilles Duboscq, Thomas Würthinger, Hanspeter Mössenböck:<br>
__Speculation Without Regret: Reducing Deoptimization Meta-data in the Graal compiler__<br>
In _Proceedings of the Intl. Conf. on Principles and Practice of Programming in Java (PPPJ'14)_, 2014<br>
[Download paper](http://ssw.jku.at/General/Staff/GD/PPPJ-2014-duboscq-29.pdf)<br>
Describes techniques used in Graal to reduce the memory footprint of speculative optimizations.

* Lukas Stadler:<br>
__Partial Escape Analysis and Scalar Replacement for Java__<br>
PhD thesis, Johannes Kepler University Linz, 2014.<br>
[Download](http://ssw.jku.at/Research/Papers/Stadler14PhD/Thesis_Stadler_14.pdf)

* Lukas Stadler, Thomas Würthinger, Hanspeter Mössenböck:<br>
__Partial Escape Analysis and Scalar Replacement for Java__<br>
In _Proceedings of the Symposium on Code Generation and Optimization (CGO)_, 2014.<br>
[Download paper](http://ssw.jku.at/Research/Papers/Stadler14/Stadler2014-CGO-PEA.pdf)<br>
Describes Graal's advanced escape analysis algorithm.

* Gilles Duboscq, Thomas Würthinger, Lukas Stadler, Christian Wimmer, Doug Simon, Hanspeter Mössenböck:<br>
__An Intermediate Representation for Speculative Optimizations in a Dynamic Compiler__<br>
In _Proceedings of the Workshop on Virtual Machines and Intermediate Languages_, 2013.<br>
[Download paper](http://lafo.ssw.uni-linz.ac.at/papers/2013_VMIL_GraalIR.pdf)<br>
Describes the speculative optimizations that Graal's graph-base intermediate representation allows.

* Lukas Stadler, Gilles Duboscq, Hanspeter Mössenböck, Thomas Würthinger, Doug Simon:<br>
__An Experimental Study of the Influence of Dynamic Compiler Optimizations on Scala Performance__<br>
In _Proceedings of the 4th Workshop on Scala_ (SCALA '13), 2013.<br>
[Download paper](http://lampwww.epfl.ch/~hmiller/scala2013/resources/pdfs/paper9.pdf)

* Gilles Duboscq, Lukas Stadler, Thomas Würthinger, Doug Simon, Christian Wimmer, Hanspeter Mössenböck:<br>
__Graal IR: An Extensible Declarative Intermediate Representation__<br>
In _Proceedings of the Asia-Pacific Programming Languages and Compilers Workshop_, 2013.<br>
[Download paper](http://lafo.ssw.uni-linz.ac.at/papers/2013_APPLC_GraalIR.pdf)<br>
Describes the basic architecture of Graal's graph-based intermediate representation.

* Lukas Stadler, Gilles Duboscq, Hanspeter Mössenböck, Thomas Würthinger:<br>
__Compilation Queueing and Graph Caching for Dynamic Compilers__<br>
In _Proceedings of the sixth ACM workshop on Virtual machines and intermediate languages_, 2012.<br>
[Download paper](http://lafo.ssw.uni-linz.ac.at/papers/2012_VMIL_Graal.pdf)

* Thomas Würthinger, Christian Wimmer, Andreas Wöß, Lukas Stadler, Gilles Duboscq, Christian Humer, Gregor Richards, Doug Simon, Mario Wolczko:<br>
__One VM to Rule Them All__<br>
In _Proceedings of Onward!_, 2013.<br>
[Download paper](http://lafo.ssw.uni-linz.ac.at/papers/2013_Onward_OneVMToRuleThemAll.pdf)<br>
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:<br>
__Self-Optimizing AST Interpreters__<br>
In _Proceedings of the Dynamic Languages Symposium (DLS)_, 2012.<br>
[Download paper](http://lafo.ssw.uni-linz.ac.at/papers/2012_DLS_SelfOptimizingASTInterpreters.pdf)<br>
Describes the design of self-optimizing and self-specializing interpreter, and the application to JavaScript.
## Graal Papers

### 2016

- Josef Eisl, Matthias Grimmer, Doug Simon, Thomas Würthinger, Hanspeter Mössenböck
[**Trace-based Register Allocation in a JIT Compiler**](http://dx.doi.org/10.1145/2972206.2972211)
In Proceedings of the 13th International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools (PPPJ '16)

- Stefan Marr, Benoit Daloze, Hanspeter Mössenböck
[**Cross-language compiler benchmarking: are we fast yet?**](https://doi.org/10.1145/2989225.2989232)
In Proceedings of the 12th Symposium on Dynamic Languages (DLS 2016)

- Manuel Rigger, Matthias Grimmer, Christian Wimmer, Thomas Würthinger, Hanspeter Mössenböck
[**Bringing low-level languages to the JVM: efficient execution of LLVM IR on Truffle**](https://doi.org/10.1145/2998415.2998416)
In Proceedings of the 8th International Workshop on Virtual Machines and Intermediate Languages (VMIL 2016)

- Manuel Rigger
[**Sulong: Memory Safe and Efficient Execution of LLVM-Based Languages**](http://ssw.jku.at/General/Staff/ManuelRigger/ECOOP16-DS.pdf)
ECOOP 2016 Doctoral Symposium

- Manuel Rigger, Matthias Grimmer, Hanspeter Mössenböck
[**Sulong - Execution of LLVM-Based Languages on the JVM**](http://2016.ecoop.org/event/icooolps-2016-sulong-execution-of-llvm-based-languages-on-the-jvm)
Int. Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems (ICOOOLPS'16)


- Luca Salucci, Daniele Bonetta, Walter Binder
[**Efficient Embedding of Dynamic Languages in Big-Data Analytics**](http://ieeexplore.ieee.org/document/7756203/)
International Conference on Distributed Computing Systems Workshops (ICDCSW 2016)

- Lukas Stadler, Adam Welc, Christian Humer, Mick Jordan
[**Optimizing R language execution via aggressive speculation**](https://doi.org/10.1145/2989225.2989236)
In Proceedings of the 12th Symposium on Dynamic Languages (DLS 2016)

- Daniele Bonetta, Luca Salucci, Stefan Marr, Walter Binder
[**GEMs: shared-memory parallel programming for Node.js**](https://doi.org/10.1145/2983990.2984039)
In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016)

- Benoit Daloze, Stefan Marr, Daniele Bonetta, Hanspeter Mössenböck
[**Efficient and thread-safe objects for dynamically-typed languages**](https://doi.org/10.1145/3022671.2984001)
In Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA 2016)

- Luca Salucci, Daniele Bonetta, Walter Binder
[**Lightweight Multi-language Bindings for Apache Spark**](http://link.springer.com/chapter/10.1007/978-3-319-43659-3_21)
European Conference on Parallel Processing (Euro-Par 2016)

- Luca Salucci, Daniele Bonetta, Stefan Marr, Walter Binder
[**Generic messages: capability-based shared memory parallelism for event-loop systems**](https://doi.org/10.1145/3016078.2851184)
Proceedings of the 21st ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP 2016)

### 2015

- Josef Eisl
[**Trace register allocation**](https://doi.org/10.1145/2814189.2814199)
In Companion Proceedings of the 2015 ACM SIGPLAN International Conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH Companion 2015)

- Matthias Grimmer, Chris Seaton, Roland Schatz, Thomas Würthinger, Hanspeter Mössenböck
[**High-performance cross-language interoperability in a multi-language runtime**](http://dx.doi.org/10.1145/2936313.2816714)
In Proceedings of the 11th Symposium on Dynamic Languages (DLS 2015)

- Matthias Grimmer, Roland Schatz, Chris Seaton, Thomas Würthinger, Hanspeter Mössenböck
[**Memory-safe Execution of C on a Java VM**](http://dx.doi.org/10.1145/2786558.2786565)
In Proceedings of the 10th ACM Workshop on Programming Languages and Analysis for Security (PLAS'15)

- Matthias Grimmer, Chris Seaton, Thomas Würthinger, Hanspeter Mössenböck
[**Dynamically composing languages in a modular way: supporting C extensions for dynamic languages**](http://dx.doi.org/10.1145/2724525.2728790)
In Proceedings of the 14th International Conference on Modularity (MODULARITY 2015)

- Doug Simon, Christian Wimmer, Bernhard Urban, Gilles Duboscq, Lukas Stadler, Thomas Würthinger
[**Snippets: Taking the High Road to a Low Level**](http://dx.doi.org/10.1145/2764907)
ACM Transactions on Architecture and Code Optimization (TACO)

- David Leopoldseder, Lukas Stadler, Christian Wimmer, Hanspeter Mössenböck
[**Java-to-JavaScript translation via structured control flow reconstruction of compiler IR**](http://dx.doi.org/10.1145/2816707.2816715)
In Proceedings of the 11th Symposium on Dynamic Languages (DLS 2015)

- Stefan Marr, Chris Seaton, Stéphane Ducasse
[**Zero-overhead metaprogramming: reflection and metaobject protocols fast and without compromises**](http://dx.doi.org/10.1145/2813885.2737963)
In Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2016)

- Codruţ Stancu, Christian Wimmer, Stefan Brunthaler, Per Larsen, Michael Franz
[**Safe and efficient hybrid memory management for Java**](http://dx.doi.org/10.1145/2887746.2754185)
Proceedings of the 2015 International Symposium on Memory Management (ISMM 2015)

- Gülfem Savrun-Yeniçeri, Michael L. Van de Vanter, Per Larsen, Stefan Brunthaler, Michael Franz
[**An Efficient and Generic Event-based Profiler Framework for Dynamic Languages**](http://dx.doi.org/10.1145/2807426.2807435)
In Proceedings of the Principles and Practices of Programming on The Java Platform (PPPJ '15)

- Michael L. Van De Vanter
[**Building debuggers and other tools: we can "have it all"**](http://dx.doi.org/10.1145/2843915.2843917)
In Proceedings of the 10th Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems (ICOOOLPS '15)

- Benoit Daloze, Chris Seaton, Daniele Bonetta, Hanspeter Mössenböck
[**Techniques and applications for guest-language safepoints**](http://dx.doi.org/10.1145/2843915.2843921)
In Proceedings of the 10th Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems (ICOOOLPS '15)

### 2014

- Matthias Grimmer
[**High-performance language interoperability in multi-language runtimes**](http://dx.doi.org/10.1145/2660252.2660256)
In Proceedings of the companion publication of the 2014 ACM SIGPLAN conference on Systems, Programming, and Applications: Software for Humanity (SPLASH '14)

- Matthias Grimmer, Manuel Rigger, Roland Schatz, Lukas Stadler, Hanspeter Mössenböck
[**TruffleC: dynamic execution of C on a Java virtual machine**](http://dx.doi.org/10.1145/2647508.2647528)
In Proceedings of the 2014 International Conference on Principles and Practices of Programming on the Java platform: Virtual machines, Languages, and Tools (PPPJ '14)

- Matthias Grimmer, Thomas Würthinger, Andreas Wöß, Hanspeter Mössenböck
[**An efficient approach for accessing C data structures from JavaScript**](http://dx.doi.org/10.1145/2633301.2633302)
In Proceedings of the 9th International Workshop on Implementation, Compilation, Optimization of Object-Oriented Languages, Programs and Systems PLE (ICOOOLPS '14)

- Christian Humer, Christian Wimmer, Christian Wirth, Andreas Wöß, Thomas Würthinger
[**A domain-specific language for building self-optimizing AST interpreters**](http://dx.doi.org/10.1145/2658761.2658776)
In Proceedings of the 2014 International Conference on Generative Programming: Concepts and Experiences (GPCE 2014)

- Gilles Duboscq, Thomas Würthinger, Hanspeter Mössenböck
[**Speculation without regret: reducing deoptimization meta-data in the Graal compiler**](http://dx.doi.org/10.1145/2647508.2647521)
In Proceedings of the 2014 International Conference on Principles and Practices of Programming on the Java platform: Virtual machines, Languages, and Tools (PPPJ '14)

- Thomas Würthinger
[**Graal and truffle: modularity and separation of concerns as cornerstones for building a multipurpose runtime**](http://dx.doi.org/10.1145/2584469.2584663)
In Proceedings of the companion publication of the 13th international conference on Modularity (MODULARITY '14)

- Lukas Stadler, Thomas Würthinger, Hanspeter Mössenböck
[**Partial Escape Analysis and Scalar Replacement for Java**](http://dx.doi.org/10.1145/2544137.2544157)
In Proceedings of Annual IEEE/ACM International Symposium on Code Generation and Optimization (CGO '14)

- Christian Häubl, Christian Wimmer, Hanspeter Mössenböck
[**Trace transitioning and exception handling in a trace-based JIT compiler for java**](http://dx.doi.org/10.1145/2579673)
ACM Transactions on Architecture and Code Optimization (TACO)

- Chris Seaton, Michael L. Van De Vanter, Michael Haupt
[**Debugging at Full Speed**](http://dx.doi.org/10.1145/2617548.2617550)
In Proceedings of the Workshop on Dynamic Languages and Applications (Dyla'14)

- Andreas Wöß, Christian Wirth, Daniele Bonetta, Chris Seaton, Christian Humer, Hanspeter Mössenböck
[**An object storage model for the truffle language implementation framework**](http://dx.doi.org/10.1145/2647508.2647517)
In Proceedings of the 2014 International Conference on Principles and Practices of Programming on the Java platform: Virtual machines, Languages, and Tools (PPPJ '14)

- Codruţ Stancu, Christian Wimmer, Stefan Brunthaler, Per Larsen, Michael Franz
[**Comparing points-to static analysis with runtime recorded profiling data**](http://dx.doi.org/10.1145/2647508.2647524)
In Proceedings of the 2014 International Conference on Principles and Practices of Programming on the Java platform: Virtual machines, Languages, and Tools (PPPJ '14)

### 2013

- Matthias Grimmer, Manuel Rigger, Lukas Stadler, Roland Schatz, Hanspeter Mössenböck
[**An efficient native function interface for Java**](http://dx.doi.org/10.1145/2500828.2500832)
In Proceedings of the 2013 International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools (PPPJ '13)

- Thomas Würthinger, Christian Wimmer, Andreas Wöß, Lukas Stadler, Gilles Duboscq, Christian Humer, Gregor Richards, Doug Simon, Mario Wolczko
[**One VM to rule them all**](http://dx.doi.org/10.1145/2509578.2509581)
In Proceedings of the 2013 ACM international symposium on New ideas, new paradigms, and reflections on programming & software (Onward! 2013)

- Gilles Duboscq, Thomas Würthinger, Lukas Stadler, Christian Wimmer, Doug Simon, Hanspeter Mössenböck
[**An intermediate representation for speculative optimizations in a dynamic compiler**](ttp://dx.doi.org/10.1145/2542142.2542143)
In Proceedings of the 7th ACM workshop on Virtual machines and intermediate languages (VMIL '13)

- Lukas Stadler, Gilles Duboscq, Hanspeter Mössenböck, Thomas Würthinger, Doug Simon
[**An experimental study of the influence of dynamic compiler optimizations on Scala performance**](http://dx.doi.org/10.1145/2489837.2489846)
In Proceedings of the 4th Workshop on Scala (SCALA '13)

- Gilles Duboscq, Lukas Stadler, Thomas Würthinger, Doug Simon, Christian Wimmer, Hanspeter Mössenböck
[**Graal IR: An Extensible Declarative Intermediate Representation**](http://ssw.jku.at/General/Staff/GD/APPLC-2013-paper_12.pdf)
In Proceedings of the Asia-Pacific Programming Languages and Compilers Workshop, 2013.

- Christian Häubl, Christian Wimmer, Hanspeter Mössenböck
[**Context-sensitive trace inlining for Java**](http://dx.doi.org/10.1016/j.cl.2013.04.002)
Special issue on the Programming Languages track at the 27th ACM Symposium on Applied Computing
Computer Languages, Systems & Structures

- Christian Wimmer, Stefan Brunthaler
[**ZipPy on truffle: a fast and simple implementation of python**](http://dx.doi.org/10.1145/2508075.2514572)
In Proceedings of the 2013 companion publication for conference on Systems, programming, & applications: software for humanity (SPLASH '13)

- Christian Häubl, Christian Wimmer, Hanspeter Mössenböck
[**Deriving code coverage information from profiling data recorded for a trace-based just-in-time compiler**](http://dx.doi.org/10.1145/2500828.2500829)
In Proceedings of the 2013 International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools (PPPJ '13)

### 2012

- Thomas Würthinger, Andreas Wöß, Lukas Stadler, Gilles Duboscq, Doug Simon, Christian Wimmer
[**Self-optimizing AST interpreters**](http://dl.acm.org/citation.cfm?doid=2384577.2384587)
Proceedings of the 8th symposium on Dynamic languages (DLS '12)

- Christian Wimmer, Thomas Würthinger
[**Truffle: a self-optimizing runtime system**](http://dx.doi.org/10.1145/2384716.2384723)
In Proceedings of the 3rd annual conference on Systems, programming, and applications: software for humanity (SPLASH '12)

- Christian Häubl, Christian Wimmer, Hanspeter Mössenböck
[**Evaluation of trace inlining heuristics for Java**](http://dx.doi.org/10.1145/2245276.2232084)
In Proceedings of the 27th Annual ACM Symposium on Applied Computing (SAC '12)

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