Cog VM Evolution. Clément Béra. Thursday, August 25, 16
|
|
- Owen Matthews
- 5 years ago
- Views:
Transcription
1 Cog VM Evolution Clément Béra
2 Cog VM? Smalltalk virtual machine Default VM for Pharo Squeak Newspeak Cuis
3 Cog Philosophy Open source (MIT) Simple Is the optimization / feature worth the added complexity? Cross-Platform (Processors, OS, 32/64 bits)
4 Execution engine VM Execution engine Plugins: graphics, file, etc.
5 Execution engine Interpreter JIT Memory Manager (including GC)
6 Evolution User and Customer driven Where did we start? What problems did we solve?
7 Starting blocks Interpreter VM Made by Dan Ingalls Team Simple Interpreter Spaghetti stack Smart but simple Memory Manager
8 Performance! Short-term delivery Performance for 3D application
9 Performance! Short-term delivery Performance for 3D application Fast Interpreter
10 Stack VM Context-to-stack Mapping 85% of context allocation removed No copying of arguments New hash logic Primitive function caching
11 Issue Closure implementation No temporaries BlockAlreadyEvaluated error Non obvious bugs New implementation
12 Binary Tree benchmark Interpreter Stack Cog V1 Cog V2 Spur Sista
13 More Performance! Short-term delivery Performance for 3D application
14 More Performance! Short-term delivery Performance for 3D application First JIT compiler
15 Cog VM x86 back-end Simple machine code generation Except inline caches
16 Binary Tree benchmark Interpreter Stack Cog V1 Cog V2 Spur Sista
17 JIT Abstractions Machine back-end x86 Object Representation V3 Cogit Implementation SimpleStackCogit
18 Yet More Performance! Short-term delivery Performance for 3D application
19 Yet More Performance! Short-term delivery Performance for 3D application Second JIT compiler
20 Cog VM Machine code generation Linear scan register allocation Avoids many stack operations Register-based calling convention
21 Binary Tree benchmark Interpreter Stack Cog V1 Cog V2 Spur Sista
22 JIT Abstractions Machine back-end x86 Object Representation V3 Cogit Implementation SimpleStackCogit StackToRegisterMappingCogit
23 Newspeak support? Newspeak is Smalltalk-like New kind of sends
24 Newspeak support? Multiple bytecode set support Newspeak specific operations Interpreter Machine code generation
25 64 bits? Images larger than 1 or 2 Gb? Moving objects during FFI call-backs? Even more performance! Ephemerons? Become is so slow it cannot be used.
26 64 bits? Images larger than 1 or 2 Gb? Moving objects during FFI call-backs? Even more performance! Ephemerons? Become is so slow it cannot be used. Short-term delivery
27 64 bits? Images larger than 1 or 2 Gb? Moving objects during FFI call-backs? Even more performance! Ephemerons? Become is so slow it cannot be used. Short-term delivery New Memory Manager
28 Spur Memory Manager Class-table (efficient caches and compactness) Efficient scavenging Fast become Pinned objects Segmented Memory New object layouts (Ephemerons, ShortArrays) Memory representation 64-bits compatible
29 Binary Tree benchmark Interpreter Stack Cog V1 Cog V2 Spur Sista
30 JIT Abstractions Machine back-end x86 Object Representation V3 Spur32 Cogit Implementation SimpleStackCogit StackToRegisterMappingCogit Spur64 32 bits 64 bits
31 Raspberry Pi performance? Scratch support
32 Raspberry Pi performance? Scratch support ARMv6 support
33 ARMv6 support JIT ARMv6 back-end JIT abstraction over literal management JIT abstraction over CISC / RISC
34 JIT Abstractions Machine back-end Object Representation Literal Manager Cogit Implementation x86 ARMv6 MIPSEL V3 Spur32 Spur64 Inline Outline SimpleStackCogit StackToRegisterMappingCogit 32 bits 64 bits
35 Ryan (contributor) Working with the Dart VM Dart runs on more platform than Newspeak.
36 Ryan (contributor) Working with the Dart VM Dart runs on more platform than Newspeak. MIPSEL support
37 JIT Abstractions Machine back-end Object Representation Literal Manager Cogit Implementation x86 ARMv6 MIPSEL V3 Spur32 Spur64 Inline Outline SimpleStackCogit StackToRegisterMappingCogit 32 bits 64 bits
38 64 bits support? 64 bits library binding Heap over 2Gb
39 64 bits support? 64 bits library binding Heap over 2Gb x64 support Immediate float
40 JIT Abstractions Machine back-end Object Representation Literal Manager Cogit Implementation x86 ARMv6 MIPSEL x64 V3 Spur32 Spur64 Inline Outline SimpleStackCogit StackToRegisterMappingCogit 32 bits 64 bits
41 Yet even more performance! Computation lasting 3 to 6 hours
42 Yet even more performance! Computation lasting 3 to 6 hours Speculative optimizations
43 Sista VM The program introspects Optimize the code for performance Deoptimize when it took incorrect decisions
44 Issues Bytecode set Literal mutability Closure implementation
45 Bytecode set limitations? Code generator tools
46 Sista bytecode set Lifting encoding limitations Encode instructions for the Sista / Lowcode
47 Efficient modification trackers? Literal inconsistency?
48 Efficient modification trackers? Literal inconsistency? Read-only objects IWST talk this afternoon Hopefully allows more compiler optimizations
49 Closure implementation Method and closure get more similar Simplifies part of the VM Simplifies the runtime compiler
50 Integration Closed alpha version Integrating dependencies: Bytecode set integrated Read-only objects integrated (but disabled) Closure implementation in progress
51 Binary Tree benchmark Interpreter Stack Cog V1 Cog V2 Spur Sista
52 JIT Abstractions Machine back-end Object Representation Literal Manager Cogit Implementation x86 ARMv6 MIPSEL x64 V3 Spur32 Spur64 Inline Outline SimpleStackCogit StackToRegisterMappingCogit RegisterAllocatingCogit SistaCogit 32 bits 64 bits
53 Image compaction? Sometimes, large images when saving
54 Image compaction? Sometimes, large images when saving Better compactor
55 Pauses? 0.5 second freezes in UI application
56 Pauses? 0.5 second freezes in UI application Incremental GC
57 Many hidden parts...
58 C compiler warning? C generated from Slang Many were fixed Towards compilation with -WAll -WError
59 Faster arithmetic? LargeInteger plugin more efficient Computation moved from 8bits to 32 bits Different compilation flags
60 Slang? Slang-to-C compiler Many improvements Type inference
61 Contribution
62 Cog VM team Started with Eliot Miranda Many more contributors now: Tim Rowledge Clément Béra (myself) Nicolas Cellier Fabio Niephaus & Tim Felgentreff Ryan Macnak
63 Conclusion Lots of new features and improvements over years A lot more is incoming If you want to support, talk to us! ARMv8? Incremental GC? Performance (escaping, floats)?
Sista: Improving Cog s JIT performance. Clément Béra
Sista: Improving Cog s JIT performance Clément Béra Main people involved in Sista Eliot Miranda Over 30 years experience in Smalltalk VM Clément Béra 2 years engineer in the Pharo team Phd student starting
More informationA Tour to Spur for Non-VM Experts. Guille Polito, Christophe Demarey ESUG 2016, 22/08, Praha
A Tour to Spur for Non-VM Experts Guille Polito, Christophe Demarey ESUG 2016, 22/08, Praha From a user point of view We are working on the new Pharo Kernel Bootstrap: create an image from scratch - Classes
More informationA Partial Read Barrier for Efficient Support of Live Object-oriented Programming
A Partial Read Barrier for Efficient Support of Live Object-oriented Programming Eliot Miranda, Clément Béra To cite this version: Eliot Miranda, Clément Béra. A Partial Read Barrier for Efficient Support
More informationSista: Saving Optimized Code in Snapshots for Fast Start-Up
Sista: Saving Optimized Code in Snapshots for Fast Start-Up Clément Béra, Eliot Miranda, Tim Felgentreff, Marcus Denker, Stéphane Ducasse To cite this version: Clément Béra, Eliot Miranda, Tim Felgentreff,
More informationLowcode: Extending Pharo with C Types to Improve Performance. Ronie Salgado. Stéphane Ducasse. Abstract. 1. Two worlds of programming languages
Accepted to IWST2016 Lowcode: Extending Pharo with C Types to Improve Performance Ronie Salgado Pleiad Lab, DCC, University of Chile roniesalg@gmail.com Stéphane Ducasse RMoD, INRIA Lille stephane.ducasse@inria.fr
More informationRSqueak/VM Building a fast, malleable VM with students
RSqueak/VM Building a fast, malleable VM with students Hasso-Plattner-Institut Potsdam Software Architecture Group Tim Felgentreff, Tobias Pape, Patrick Rein, Robert Hirschfeld http://www.hpi.uni-potsdam.de/swa/
More informationA low Overhead Per Object Write Barrier for the Cog VM
A low Overhead Per Object Write Barrier for the Cog VM Clément Bera To cite this version: Clément Bera. A low Overhead Per Object Write Barrier for the Cog VM. IWST 16, 2016, Pragues, Czech Republic. Proceedings
More informationSista: a Metacircular Architecture for Runtime Optimisation Persistence
Sista: a Metacircular Architecture for Runtime Optimisation Persistence Clément Béra To cite this version: Clément Béra. Sista: a Metacircular Architecture for Runtime Optimisation Persistence. Programming
More informationJava On Steroids: Sun s High-Performance Java Implementation. History
Java On Steroids: Sun s High-Performance Java Implementation Urs Hölzle Lars Bak Steffen Grarup Robert Griesemer Srdjan Mitrovic Sun Microsystems History First Java implementations: interpreters compact
More informationOptimization Techniques
Smalltalk Implementation: Optimization Techniques Prof. Harry Porter Portland State University 1 Optimization Ideas Just-In-Time (JIT) compiling When a method is first invoked, compile it into native code.
More informationA bytecode set for adaptive optimizations
A bytecode set for adaptive optimizations Clément Béra, Eliot Miranda To cite this version: Clément Béra, Eliot Miranda. A bytecode set for adaptive optimizations. International Workshop on Smalltalk Technologies,
More informationIWST In conjunction with the 22th International Smalltalk Joint Conference Cambridge, England, August 19, 2014
IWST 2014 Proceedings of the 6th edition of the International Workshop on Smalltalk Technologies In conjunction with the 22th International Smalltalk Joint Conference Cambridge, England, August 19, 2014
More informationSmalltalk Implementation
Smalltalk Implementation Prof. Harry Porter Portland State University 1 The Image The object heap The Virtual Machine The underlying system (e.g., Mac OS X) The ST language interpreter The object-memory
More informationCSE P 501 Compilers. Java Implementation JVMs, JITs &c Hal Perkins Winter /11/ Hal Perkins & UW CSE V-1
CSE P 501 Compilers Java Implementation JVMs, JITs &c Hal Perkins Winter 2008 3/11/2008 2002-08 Hal Perkins & UW CSE V-1 Agenda Java virtual machine architecture.class files Class loading Execution engines
More informationAgenda. CSE P 501 Compilers. Java Implementation Overview. JVM Architecture. JVM Runtime Data Areas (1) JVM Data Types. CSE P 501 Su04 T-1
Agenda CSE P 501 Compilers Java Implementation JVMs, JITs &c Hal Perkins Summer 2004 Java virtual machine architecture.class files Class loading Execution engines Interpreters & JITs various strategies
More information<Insert Picture Here> Symmetric multilanguage VM architecture: Running Java and JavaScript in Shared Environment on a Mobile Phone
Symmetric multilanguage VM architecture: Running Java and JavaScript in Shared Environment on a Mobile Phone Oleg Pliss Pavel Petroshenko Agenda Introduction to Monty JVM Motivation
More informationcode://rubinius/technical
code://rubinius/technical /GC, /cpu, /organization, /compiler weeee!! Rubinius New, custom VM for running ruby code Small VM written in not ruby Kernel and everything else in ruby http://rubini.us git://rubini.us/code
More informationKasper Lund, Software engineer at Google. Crankshaft. Turbocharging the next generation of web applications
Kasper Lund, Software engineer at Google Crankshaft Turbocharging the next generation of web applications Overview Why did we introduce Crankshaft? Deciding when and what to optimize Type feedback and
More informationAnnouncements. My office hours are today in Gates 160 from 1PM-3PM. Programming Project 3 checkpoint due tomorrow night at 11:59PM.
IR Generation Announcements My office hours are today in Gates 160 from 1PM-3PM. Programming Project 3 checkpoint due tomorrow night at 11:59PM. This is a hard deadline and no late submissions will be
More informationBuilding Robust Embedded Software
Building Robust Embedded Software by Lars Bak, OOVM A/S Demands of the Embedded Industy Increased reliability Low cost -> resource constraints Dynamic software updates in the field Real-time capabilities
More information6.828: OS/Language Co-design. Adam Belay
6.828: OS/Language Co-design Adam Belay Singularity An experimental research OS at Microsoft in the early 2000s Many people and papers, high profile project Influenced by experiences at
More informationJamaicaVM Java for Embedded Realtime Systems
JamaicaVM Java for Embedded Realtime Systems... bringing modern software development methods to safety critical applications Fridtjof Siebert, 25. Oktober 2001 1 Deeply embedded applications Examples:
More informationOutline Smalltalk Overview Pragmatic Smalltalk Closing. Pragmatic Smalltalk. David Chisnall. February 7,
February 7, 2009 http://etoileos.com Outline Using The Smalltalk Family Smalltalk - first dynamic, object-oriented, language. Self - Smalltalk without classes. JavaScript - Self with Java syntax. A Quick
More informationHigh-Level Language VMs
High-Level Language VMs Outline Motivation What is the need for HLL VMs? How are these different from System or Process VMs? Approach to HLL VMs Evolutionary history Pascal P-code Object oriented HLL VMs
More informationJAVA PERFORMANCE. PR SW2 S18 Dr. Prähofer DI Leopoldseder
JAVA PERFORMANCE PR SW2 S18 Dr. Prähofer DI Leopoldseder OUTLINE 1. What is performance? 1. Benchmarking 2. What is Java performance? 1. Interpreter vs JIT 3. Tools to measure performance 4. Memory Performance
More informationBEAMJIT: An LLVM based just-in-time compiler for Erlang. Frej Drejhammar
BEAMJIT: An LLVM based just-in-time compiler for Erlang Frej Drejhammar 140407 Who am I? Senior researcher at the Swedish Institute of Computer Science (SICS) working on programming languages,
More informationCrossing Abstraction Barriers When Debugging in Dynamic Languages
Crossing Abstraction Barriers When Debugging in Dynamic Languages Bastian Kruck, Tobias Pape, Tim Felgentreff, Robert Hirschfeld Hasso Plattner Institute Universtiy of Potsdam {firstname.lastname}@student.hpi.uni-potsdam.de
More informationBEAMJIT, a Maze of Twisty Little Traces
BEAMJIT, a Maze of Twisty Little Traces A walk-through of the prototype just-in-time (JIT) compiler for Erlang. Frej Drejhammar 130613 Who am I? Senior researcher at the Swedish Institute
More informationIndex. object lifetimes, and ownership, use after change by an alias errors, use after drop errors, BTreeMap, 309
A Arithmetic operation floating-point arithmetic, 11 12 integer numbers, 9 11 Arrays, 97 copying, 59 60 creation, 48 elements, 48 empty arrays and vectors, 57 58 executable program, 49 expressions, 48
More informationEITF20: Computer Architecture Part2.1.1: Instruction Set Architecture
EITF20: Computer Architecture Part2.1.1: Instruction Set Architecture Liang Liu liang.liu@eit.lth.se 1 Outline Reiteration Instruction Set Principles The Role of Compilers MIPS 2 Main Content Computer
More informationExtensibility in GNUstep & Étoilé
Extensibility in GNUstep & Étoilé GNU Hackers 2011 http://www.gnustep.org http://www.etoileos.com Objective-C & GNUstep Objective-C Created by Brad Cox and Tom Love in 1986 to package C libraries in Smalltalk-like
More informationTowards Lean 4: Sebastian Ullrich 1, Leonardo de Moura 2.
Towards Lean 4: Sebastian Ullrich 1, Leonardo de Moura 2 1 Karlsruhe Institute of Technology, Germany 2 Microsoft Research, USA 1 2018/12/12 Ullrich, de Moura - Towards Lean 4: KIT The Research An University
More informationBenzo: Reflective Glue for Low-level Programming
Benzo: Reflective Glue for Low-level Programming Camillo Bruni Stéphane Ducasse Igor Stasenko RMoD, INRIA Lille - Nord Europe, France http://rmod.lille.inria.fr Guido Chari Departamento de Computación,
More informationJaguar: Enabling Efficient Communication and I/O in Java
Jaguar: Enabling Efficient Communication and I/O in Java Matt Welsh and David Culler UC Berkeley Presented by David Hovemeyer Outline ' Motivation ' How it works ' Code mappings ' External objects ' Pre
More informationPause-Less GC for Improving Java Responsiveness. Charlie Gracie IBM Senior Software charliegracie
Pause-Less GC for Improving Java Responsiveness Charlie Gracie IBM Senior Software Developer charlie_gracie@ca.ibm.com @crgracie charliegracie 1 Important Disclaimers THE INFORMATION CONTAINED IN THIS
More informationPyPy - How to not write Virtual Machines for Dynamic Languages
PyPy - How to not write Virtual Machines for Dynamic Languages Institut für Informatik Heinrich-Heine-Universität Düsseldorf ESUG 2007 Scope This talk is about: implementing dynamic languages (with a focus
More informationAtomic Install in Newspeak
Atomic Install in Newspeak Gilad Bracha & Ryan Macnak Joint work with the Newspeak team at Cadence 1 Newspeak Overview Purely object-oriented, class-based, dynamically typed in the tradition of Smalltalk
More informationEfficient Runtime Tracking of Allocation Sites in Java
Efficient Runtime Tracking of Allocation Sites in Java Rei Odaira, Kazunori Ogata, Kiyokuni Kawachiya, Tamiya Onodera, Toshio Nakatani IBM Research - Tokyo Why Do You Need Allocation Site Information?
More informationTitan: A System Programming Language made for Lua
Titan: A System Programming Language made for Lua Hugo Musso Gualandi, PUC-Rio in collaboration with André Maidl, Fabio Mascarenhas, Gabriel Ligneul and Hisham Muhammad Part 1: Why Titan We started out
More informationplisp: A Friendly Lisp IDE for Beginners Rajesh Jayaprakash Tata Consultancy Services Chennai, India
plisp: A Friendly Lisp IDE for Beginners Rajesh Jayaprakash Tata Consultancy Services Chennai, India Overview Basics What is plisp? Motivation Features Internals Language Object Model Compiler/Debugger
More informationDesign Issues. Subroutines and Control Abstraction. Subroutines and Control Abstraction. CSC 4101: Programming Languages 1. Textbook, Chapter 8
Subroutines and Control Abstraction Textbook, Chapter 8 1 Subroutines and Control Abstraction Mechanisms for process abstraction Single entry (except FORTRAN, PL/I) Caller is suspended Control returns
More informationJOP: A Java Optimized Processor for Embedded Real-Time Systems. Martin Schoeberl
JOP: A Java Optimized Processor for Embedded Real-Time Systems Martin Schoeberl JOP Research Targets Java processor Time-predictable architecture Small design Working solution (FPGA) JOP Overview 2 Overview
More informationParsing Scheme (+ (* 2 3) 1) * 1
Parsing Scheme + (+ (* 2 3) 1) * 1 2 3 Compiling Scheme frame + frame halt * 1 3 2 3 2 refer 1 apply * refer apply + Compiling Scheme make-return START make-test make-close make-assign make- pair? yes
More informationSABLEJIT: A Retargetable Just-In-Time Compiler for a Portable Virtual Machine p. 1
SABLEJIT: A Retargetable Just-In-Time Compiler for a Portable Virtual Machine David Bélanger dbelan2@cs.mcgill.ca Sable Research Group McGill University Montreal, QC January 28, 2004 SABLEJIT: A Retargetable
More informationA program execution is memory safe so long as memory access errors never occur:
A program execution is memory safe so long as memory access errors never occur: Buffer overflows, null pointer dereference, use after free, use of uninitialized memory, illegal free Memory safety categories
More informationIntroductions. GemStone Update for ESUG Agenda. What is GemStone/S? GS/S: Smalltalk Environment. GS/S: Database System 8/30/2009.
GemStone Update for ESUG 2009 James Foster, GemStone Systems, Inc. Introductions James Foster QA, Seaside, Consulting, Training Dale Henrichs Seaside Lead Martin McClure GBS Lead Monty Williams MagLev,
More informationTRANSLATING DART TO EFFICIENT JAVASCRIPT. Kasper Lund Google
TRANSLATING DART TO EFFICIENT JAVASCRIPT Kasper Lund Google Translating Dart to efficient JavaScript Kasper Lund, Google Who am I? Kasper Lund, software engineer at Google Projects OOVM: Embedded Smalltalk
More informationA Status Update of BEAMJIT, the Just-in-Time Compiling Abstract Machine. Frej Drejhammar and Lars Rasmusson
A Status Update of BEAMJIT, the Just-in-Time Compiling Abstract Machine Frej Drejhammar and Lars Rasmusson 140609 Who am I? Senior researcher at the Swedish Institute of Computer Science
More informationHardware-Supported Pointer Detection for common Garbage Collections
2013 First International Symposium on Computing and Networking Hardware-Supported Pointer Detection for common Garbage Collections Kei IDEUE, Yuki SATOMI, Tomoaki TSUMURA and Hiroshi MATSUO Nagoya Institute
More informationWhat is Computer Architecture?
What is Computer Architecture? Architecture abstraction of the hardware for the programmer instruction set architecture instructions: operations operands, addressing the operands how instructions are encoded
More informationGarbage Collection and Efficiency in Dynamic Metacircular Runtimes An Experience Report
Garbage Collection and Efficiency in Dynamic Metacircular Runtimes An Experience Report Abstract Javier Pimás Palantir Solutions javierpimas@gmail.com Jean Baptiste Arnaud Palantir Solutions jbarnaud@caesarsystems.com
More informationVirtual Machines and Dynamic Translation: Implementing ISAs in Software
Virtual Machines and Dynamic Translation: Implementing ISAs in Software Krste Asanovic Laboratory for Computer Science Massachusetts Institute of Technology Software Applications How is a software application
More informationManaged runtimes & garbage collection. CSE 6341 Some slides by Kathryn McKinley
Managed runtimes & garbage collection CSE 6341 Some slides by Kathryn McKinley 1 Managed runtimes Advantages? Disadvantages? 2 Managed runtimes Advantages? Reliability Security Portability Performance?
More informationCompiling Techniques
Lecture 10: Introduction to 10 November 2015 Coursework: Block and Procedure Table of contents Introduction 1 Introduction Overview Java Virtual Machine Frames and Function Call 2 JVM Types and Mnemonics
More informationNew Compiler Optimizations in the Java HotSpot Virtual Machine
New Compiler Optimizations in the Java HotSpot Virtual Machine Steve Dever Steve Goldman Kenneth Russell Sun Microsystems, Inc. TS-3412 Copyright 2006, Sun Microsystems Inc., All rights reserved. 2006
More informationManaged runtimes & garbage collection
Managed runtimes Advantages? Managed runtimes & garbage collection CSE 631 Some slides by Kathryn McKinley Disadvantages? 1 2 Managed runtimes Portability (& performance) Advantages? Reliability Security
More informationFaster Programs with Guile 3
Faster Programs with Guile 3 FOSDEM 2019, Brussels Andy Wingo wingo@igalia.com wingolog.org @andywingo this What? talk Your programs are faster with Guile 3! How? The path to Guile 3 Where? The road onward
More informationRunning R Faster. Tomas Kalibera
Running R Faster Tomas Kalibera My background: computer scientist, R user. My FastR experience: Implementing a new R VM in Java. New algorithms, optimizations help Frame representation, variable lookup
More information55:132/22C:160, HPCA Spring 2011
55:132/22C:160, HPCA Spring 2011 Second Lecture Slide Set Instruction Set Architecture Instruction Set Architecture ISA, the boundary between software and hardware Specifies the logical machine that is
More informationField Analysis. Last time Exploit encapsulation to improve memory system performance
Field Analysis Last time Exploit encapsulation to improve memory system performance This time Exploit encapsulation to simplify analysis Two uses of field analysis Escape analysis Object inlining April
More informationA Trace-based Java JIT Compiler Retrofitted from a Method-based Compiler
A Trace-based Java JIT Compiler Retrofitted from a Method-based Compiler Hiroshi Inoue, Hiroshige Hayashizaki, Peng Wu and Toshio Nakatani IBM Research Tokyo IBM Research T.J. Watson Research Center April
More informationChapter 3:: Names, Scopes, and Bindings
Chapter 3:: Names, Scopes, and Bindings Programming Language Pragmatics Michael L. Scott Some more things about NFAs/DFAs We said that a regular expression can be: A character (base case) A concatenation
More informationFTL WebKit s LLVM based JIT
FTL WebKit s LLVM based JIT Andrew Trick, Apple Juergen Ributzka, Apple LLVM Developers Meeting 2014 San Jose, CA WebKit JS Execution Tiers OSR Entry LLInt Baseline JIT DFG FTL Interpret bytecode Profiling
More informationInteraction of JVM with x86, Sparc and MIPS
Interaction of JVM with x86, Sparc and MIPS Sasikanth Avancha, Dipanjan Chakraborty, Dhiral Gada, Tapan Kamdar {savanc1, dchakr1, dgada1, kamdar}@cs.umbc.edu Department of Computer Science and Electrical
More informationHeap, Variables, References, and Garbage. CS152. Chris Pollett. Oct. 13, 2008.
Heap, Variables, References, and Garbage. CS152. Chris Pollett. Oct. 13, 2008. Outline. Dynamic Allocation. Variables and Constants. Aliases and Problems. Garbage. Introduction. On Wednesday, we were talking
More informationTizen/Artik IoT Lecture Chapter 3. JerryScript Parser & VM
1 Tizen/Artik IoT Lecture Chapter 3. JerryScript Parser & VM Sungkyunkwan University Contents JerryScript Execution Flow JerryScript Parser Execution Flow Lexing Parsing Compact Bytecode (CBC) JerryScript
More informationExupery A Native Code Compiler for Squeak
Exupery A Native Code Compiler for Squeak Bryce Kampjes Contents 1 Introduction 2 2 The Problem 2 2.1 Smalltalk and Squeak................................... 2 2.2 Modern Hardware....................................
More informationBenchmarking/Profiling (In)sanity
Benchmarking/Profiling (In)sanity It all started when I stumbled upon AppendableWriter in guava which is nothing more than an adapter class that adapts an Appendable to a Writer. When looking over the
More informationDynamic Languages Strike Back. Steve Yegge Stanford EE Dept Computer Systems Colloquium May 7, 2008
Dynamic Languages Strike Back Steve Yegge Stanford EE Dept Computer Systems Colloquium May 7, 2008 What is this talk about? Popular opinion of dynamic languages: Unfixably slow Not possible to create IDE-quality
More informationG Programming Languages - Fall 2012
G22.2110-003 Programming Languages - Fall 2012 Lecture 2 Thomas Wies New York University Review Last week Programming Languages Overview Syntax and Semantics Grammars and Regular Expressions High-level
More informationNew Java performance developments: compilation and garbage collection
New Java performance developments: compilation and garbage collection Jeroen Borgers @jborgers #jfall17 Part 1: New in Java compilation Part 2: New in Java garbage collection 2 Part 1 New in Java compilation
More informationType Feedback for Bytecode Interpreters
Type Feedback for Bytecode Interpreters Michael Haupt, Robert Hirschfeld, Marcus Denker To cite this version: Michael Haupt, Robert Hirschfeld, Marcus Denker. Type Feedback for Bytecode Interpreters. ICOOOLPS
More informationRuntime. The optimized program is ready to run What sorts of facilities are available at runtime
Runtime The optimized program is ready to run What sorts of facilities are available at runtime Compiler Passes Analysis of input program (front-end) character stream Lexical Analysis token stream Syntactic
More informationWELCOME TO PERL = Tuesday, June 4, 13
WELCOME TO PERL11 5 + 6 = 11 http://perl11.org/ Stavanger 2012 Moose + p5-mop Workshop Text Preikestolen Will Braswell Ingy döt net Austin 2012 PERL 11 5 + 6 = 11 perl11.org Will Braswell, Ingy döt net,
More informationART JIT in Android N. Xueliang ZHONG Linaro ART Team
ART JIT in Android N Xueliang ZHONG Linaro ART Team linaro-art@linaro.org 1 Outline Android Runtime (ART) and the new challenges ART Implementation in Android N Tooling Performance Data & Findings Q &
More informationComputer Components. Software{ User Programs. Operating System. Hardware
Computer Components Software{ User Programs Operating System Hardware What are Programs? Programs provide instructions for computers Similar to giving directions to a person who is trying to get from point
More informationA new Mono GC. Paolo Molaro October 25, 2006
A new Mono GC Paolo Molaro lupus@novell.com October 25, 2006 Current GC: why Boehm Ported to the major architectures and systems Featurefull Very easy to integrate Handles managed pointers in unmanaged
More informationTraditional Smalltalk Playing Well With Others Performance Etoile. Pragmatic Smalltalk. David Chisnall. August 25, 2011
Étoilé Pragmatic Smalltalk David Chisnall August 25, 2011 Smalltalk is Awesome! Pure object-oriented system Clean, simple syntax Automatic persistence and many other great features ...but no one cares
More informationJava Performance: The Definitive Guide
Java Performance: The Definitive Guide Scott Oaks Beijing Cambridge Farnham Kbln Sebastopol Tokyo O'REILLY Table of Contents Preface ix 1. Introduction 1 A Brief Outline 2 Platforms and Conventions 2 JVM
More informationJSR 292 Cookbook: Fresh Recipes with New Ingredients
JSR 292 Cookbook: Fresh Recipes with New Ingredients John Rose Christian Thalinger Sun Microsystems Overview Got a language cooking on the JVM? JSR 292, a set of major changes to the JVM architecture,
More informationMoarVM. A metamodel-focused runtime for NQP and Rakudo. Jonathan Worthington
MoarVM A metamodel-focused runtime for NQP and Rakudo Jonathan Worthington What does a VM typically do? Execute instructions (possibly by interpreting, possibly by JIT compilation, often a combination)
More informationUnboxing Sum Types. Johan Tibell - FP-Syd
Unboxing Sum Types Johan Tibell - FP-Syd 2017-05-24 Work in (slow) progress Ömer Sinan Ağacan Ryan Newton José Manuel Calderón Trilla I NULL Reason 1: Job security Program received signal SIGSEGV, Segmentation
More informationComp 311 Principles of Programming Languages Lecture 21 Semantics of OO Languages. Corky Cartwright Mathias Ricken October 20, 2010
Comp 311 Principles of Programming Languages Lecture 21 Semantics of OO Languages Corky Cartwright Mathias Ricken October 20, 2010 Overview I In OO languages, data values (except for designated non-oo
More informationAdvanced Computer Architecture
ECE 563 Advanced Computer Architecture Fall 2007 Lecture 14: Virtual Machines 563 L14.1 Fall 2009 Outline Types of Virtual Machine User-level (or Process VMs) System-level Techniques for implementing all
More informationBugloo: A Source Level Debugger for Scheme Programs Compiled into JVM Bytecode
Bugloo: A Source Level Debugger for Scheme Programs Compiled into JVM Bytecode Damien Ciabrini Manuel Serrano firstname.lastname@sophia.inria.fr INRIA Sophia Antipolis 2004 route des Lucioles - BP 93 F-06902
More information6.172 Performance Engineering of Software Systems Spring Lecture 9. P after. Figure 1: A diagram of the stack (Image by MIT OpenCourseWare.
6.172 Performance Engineering of Software Systems Spring 2009 Lecture 9 MIT OpenCourseWare Dynamic Storage Allocation Stack allocation: LIFO (last-in-first-out) Array and pointer A used unused P before
More informationPython Implementation Strategies. Jeremy Hylton Python / Google
Python Implementation Strategies Jeremy Hylton Python / Google Python language basics High-level language Untyped but safe First-class functions, classes, objects, &c. Garbage collected Simple module system
More information23 rd ESUG Conference Brescia, Italy July 13-17, Dino2
23 rd ESUG Conference Brescia, Italy July 13-17, 2015 Dino2 The Evolution of the VA Smalltalk Virtual Machine John O Keefe Chief Technical Officer Instantiations, Inc. Why am I giving the presentation
More informationOptimising large dynamic code bases.
Optimising large dynamic code bases. Who am I? Duncan MacGregor Lead Software Engineer on the Magik on Java project at General Electric in Cambridge Aardvark179 on twitter 2 What is Magik? Dynamic, weakly
More informationAhead of Time (AOT) Compilation
Ahead of Time (AOT) Compilation Vaibhav Choudhary (@vaibhav_c) Java Platforms Team https://blogs.oracle.com/vaibhav Copyright 2018, Oracle and/or its affiliates. All rights reserved. Safe Harbor Statement
More informationA JVM Does What? Eva Andreasson Product Manager, Azul Systems
A JVM Does What? Eva Andreasson Product Manager, Azul Systems Presenter Eva Andreasson Innovator & Problem solver Implemented the Deterministic GC of JRockit Real Time Awarded patents on GC heuristics
More informationNon-numeric types, boolean types, arithmetic. operators. Comp Sci 1570 Introduction to C++ Non-numeric types. const. Reserved words.
, ean, arithmetic s s on acters Comp Sci 1570 Introduction to C++ Outline s s on acters 1 2 3 4 s s on acters Outline s s on acters 1 2 3 4 s s on acters ASCII s s on acters ASCII s s on acters Type: acter
More informationCS 3330 Final Exam Spring 2016 Computing ID:
S 3330 Spring 2016 Final xam Variant O page 1 of 10 mail I: S 3330 Final xam Spring 2016 Name: omputing I: Letters go in the boxes unless otherwise specified (e.g., for 8 write not 8 ). Write Letters clearly:
More informationEITF20: Computer Architecture Part2.1.1: Instruction Set Architecture
EITF20: Computer Architecture Part2.1.1: Instruction Set Architecture Liang Liu liang.liu@eit.lth.se 1 Outline Reiteration Instruction Set Principles The Role of Compilers MIPS 2 Main Content Computer
More informationPICOBIT: A Compact Scheme System for Microcontrollers
PICOBIT: A Compact Scheme System for Microcontrollers Vincent St-Amour Université de Montréal (now at Northeastern University) Marc Feeley Université de Montréal 21st Symposium on the Implementation and
More informationCompilers and Code Optimization EDOARDO FUSELLA
Compilers and Code Optimization EDOARDO FUSELLA The course covers Compiler architecture Pre-requisite Front-end Strong programming background in C, C++ Back-end LLVM Code optimization A case study: nu+
More informationFaster Haskell. Neil Mitchell
Faster Haskell Neil Mitchell www.cs.york.ac.uk/~ndm The Goal Make Haskell faster Reduce the runtime But keep high-level declarative style Full automatic - no special functions Different from foldr/build,
More informationKnow Your Engines How to Make Your JavaScript Fast
Know Your Engines How to Make Your JavaScript Fast Dave Mandelin 8 November 2011 O Reilly Velocity Europe JavaScript is getting really fast and programs are getting crazy Bullet physics engine (ammo.js)
More informationStructure of Programming Languages Lecture 10
Structure of Programming Languages Lecture 10 CS 6636 4536 Spring 2017 CS 6636 4536 Lecture 10: Classes... 1/23 Spring 2017 1 / 23 Outline 1 1. Types Type Coercion and Conversion Type Classes, Generics,
More informationCSC C69: OPERATING SYSTEMS
CSC C69: OPERATING SYSTEMS Tutorial 1 Thursday, Jan 17, 2013 TA: Ioan Stefanovici (ioan@cs.toronto.edu) HOW DO YOU SUCCEED IN THIS COURSE? Show up to lectures & tutorials (way too much material) Work on
More information