Download or read book An Introduction to the Theory of Optimizing Compilers written by Jonas Skeppstedt and published by . This book was released on 2018-08-19 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Updated with research up to 2018 and a new chapter on LLVM 6.0.1, the goal of the second edition of An Introduction to the Theory of Optimizing Compilers is to give the reader a solid understanding of modern optimizing compilers. The theory is focused on control flow graphs, including algorithms for computing dominance, dominance frontiers, and control dependence, static single assignment form (SSA form) including recent advances in translation from SSA form based on fast liveness checking and coalescing, and loop transformations. We also cover instruction scheduling and register allocation. The optimization techniques we present include constant propagation with conditional branches, partial redundancy elimination, hash-based and global value numbering, operator strength reduction, dead code elimination, control flow graph simplification based on postdominators, translation from SSA form based on coalescing, unimodular loop transformations, modulo scheduling, and iterative register coalescing. The book is to a high degree self-contained and is intended to be suitable both for self-study and university courses. For completeness we provide a review of fundamentals, including sections on sets and relations, graphs, number theory, and some linear algebra. In performance measurements on POWER using SPEC CPU2000, we compare gcc, clang and the author's ISO validated C99 compiler. Prerequisites The reader is assumed to have studied algorithms and data structures, but no knowledge about compiler front-ends is necessary. About the author Dr. Jonas Skeppstedt has done research on optimizing compilers and multicore computer architecture in Lund, Chalmers, and USC in Los Angeles; his lmpcc compiler was rewarded ISO C certification in 2003 for C99; has taught optimizing compilers at Lund University for many years and has developed safety-critical C code for the new European Rail Traffic Management System (ERTMS), and helped German lawyers as expert witness on the C programming language.
Download or read book An introduction to the theory of optimizing compilers written by Jonas Skeppstedt and published by . This book was released on 2012 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Optimizing Compilers for Modern Architectures A Dependence Based Approach written by Randy Allen and published by Morgan Kaufmann Publishers. This book was released on 2001-10 with total page 790 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern computer architectures designed with high-performance microprocessors offer tremendous potential gains in performance over previous designs. Yet their very complexity makes it increasingly difficult to produce efficient code and to realize their full potential. This landmark text from two leaders in the field focuses on the pivotal role that compilers can play in addressing this critical issue. The basis for all the methods presented in this book is data dependence, a fundamental compiler analysis tool for optimizing programs on high-performance microprocessors and parallel architectures. It enables compiler designers to write compilers that automatically transform simple, sequential programs into forms that can exploit special features of these modern architectures. The text provides a broad introduction to data dependence, to the many transformation strategies it supports, and to its applications to important optimization problems such as parallelization, compiler memory hierarchy management, and instruction scheduling. The authors demonstrate the importance and wide applicability of dependence-based compiler optimizations and give the compiler writer the basics needed to understand and implement them. They also offer cookbook explanations for transforming applications by hand to computational scientists and engineers who are driven to obtain the best possible performance of their complex applications. The approaches presented are based on research conducted over the past two decades, emphasizing the strategies implemented in research prototypes at Rice University and in several associated commercial systems. Randy Allen and Ken Kennedy have provided an indispensable resource for researchers, practicing professionals, and graduate students engaged in designing and optimizing compilers for modern computer architectures. * Offers a guide to the simple, practical algorithms and approaches that are most effective in real-world, high-performance microprocessor and parallel systems. * Demonstrates each transformation in worked examples. * Examines how two case study compilers implement the theories and practices described in each chapter. * Presents the most complete treatment of memory hierarchy issues of any compiler text. * Illustrates ordering relationships with dependence graphs throughout the book. * Applies the techniques to a variety of languages, including Fortran 77, C, hardware definition languages, Fortran 90, and High Performance Fortran. * Provides extensive references to the most sophisticated algorithms known in research.
Download or read book Building an Optimizing Compiler written by Robert Morgan and published by Digital Press. This book was released on 1998 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building an Optimizing Compiler provides a high-level design for a thorough optimizer, code generator, scheduler, and register allocator for a generic modern RISC processor. In the process it addresses the small issues that have a large impact on the implementation. The book approaches this subject from a practical viewpoint. Theory is introduced where intuitive arguments are insufficient; however, the theory is described in practical terms. Building an Optimizing Compiler provides a complete theory for static single assignment methods and partial redundancy methods for code optimization. It also provides a new generalization of register allocation techniques. A single running example is used throughout the book to illustrate the compilation process.
Download or read book Introduction to Compilers and Language Design written by Douglas Thain and published by Lulu.com. This book was released on 2019-07-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: A compiler translates a program written in a high level language into a program written in a lower level language. For students of computer science, building a compiler from scratch is a rite of passage: a challenging and fun project that offers insight into many different aspects of computer science, some deeply theoretical, and others highly practical. This book offers a one semester introduction into compiler construction, enabling the reader to build a simple compiler that accepts a C-like language and translates it into working X86 or ARM assembly language. It is most suitable for undergraduate students who have some experience programming in C, and have taken courses in data structures and computer architecture.
Download or read book Automatic Tuning of Compilers Using Machine Learning written by Amir H. Ashouri and published by Springer. This book was released on 2017-12-22 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores break-through approaches to tackling and mitigating the well-known problems of compiler optimization using design space exploration and machine learning techniques. It demonstrates that not all the optimization passes are suitable for use within an optimization sequence and that, in fact, many of the available passes tend to counteract one another. After providing a comprehensive survey of currently available methodologies, including many experimental comparisons with state-of-the-art compiler frameworks, the book describes new approaches to solving the problem of selecting the best compiler optimizations and the phase-ordering problem, allowing readers to overcome the enormous complexity of choosing the right order of optimizations for each code segment in an application. As such, the book offers a valuable resource for a broad readership, including researchers interested in Computer Architecture, Electronic Design Automation and Machine Learning, as well as computer architects and compiler developers.
Download or read book High Performance Compilers for Parallel Computing written by Michael Joseph Wolfe and published by Addison Wesley. This book was released on 1996 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software -- Operating Systems.
Download or read book The Design of an Optimizing Compiler written by William Wulf and published by . This book was released on 1975 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Compiler Design Handbook written by Y.N. Srikant and published by CRC Press. This book was released on 2002-09-25 with total page 930 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widespread use of object-oriented languages and Internet security concerns are just the beginning. Add embedded systems, multiple memory banks, highly pipelined units operating in parallel, and a host of other advances and it becomes clear that current and future computer architectures pose immense challenges to compiler designers-challenges th
Download or read book Engineering a Compiler written by Keith D. Cooper and published by Elsevier. This book was released on 2011-01-18 with total page 825 pages. Available in PDF, EPUB and Kindle. Book excerpt: This entirely revised second edition of Engineering a Compiler is full of technical updates and new material covering the latest developments in compiler technology. In this comprehensive text you will learn important techniques for constructing a modern compiler. Leading educators and researchers Keith Cooper and Linda Torczon combine basic principles with pragmatic insights from their experience building state-of-the-art compilers. They will help you fully understand important techniques such as compilation of imperative and object-oriented languages, construction of static single assignment forms, instruction scheduling, and graph-coloring register allocation. In-depth treatment of algorithms and techniques used in the front end of a modern compiler Focus on code optimization and code generation, the primary areas of recent research and development Improvements in presentation including conceptual overviews for each chapter, summaries and review questions for sections, and prominent placement of definitions for new terms Examples drawn from several different programming languages
Download or read book Introduction to Compiler Design written by Torben Ægidius Mogensen and published by Springer Science & Business Media. This book was released on 2011-08-02 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is intended for an introductory course on Compiler Design, suitable for use in an undergraduate programme in computer science or related fields. Introduction to Compiler Design presents techniques for making realistic, though non-optimizing compilers for simple programming languages using methods that are close to those used in "real" compilers, albeit slightly simplified in places for presentation purposes. All phases required for translating a high-level language to machine language is covered, including lexing, parsing, intermediate-code generation, machine-code generation and register allocation. Interpretation is covered briefly. Aiming to be neutral with respect to implementation languages, algorithms are presented in pseudo-code rather than in any specific programming language, and suggestions for implementation in several different language flavors are in many cases given. The techniques are illustrated with examples and exercises. The author has taught Compiler Design at the University of Copenhagen for over a decade, and the book is based on material used in the undergraduate Compiler Design course there. Additional material for use with this book, including solutions to selected exercises, is available at http://www.diku.dk/~torbenm/ICD
Download or read book Compiling with Continuations written by Andrew W. Appel and published by Cambridge University Press. This book was released on 2007-02-01 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how continuation-passing style is used as an intermediate representation to perform optimizations and program transformations. Continuations can be used to compile most programming languages. The method is illustrated in a compiler for the programming language Standard ML. Prior knowledge of ML, however, is not necessary, as the author carefully explains each concept as it arises. This is the first book to show how concepts from the theory of programming languages can be applied to the production of practical optimizing compilers for modern languages like ML. All the details of compiling are covered, including the interface to a runtime system and garbage collector.
Download or read book Introduction to Compiler Design written by Torben Ægidius Mogensen and published by Springer. This book was released on 2011-08-02 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook is intended for an introductory course on Compiler Design, suitable for use in an undergraduate programme in computer science or related fields. Introduction to Compiler Design presents techniques for making realistic, though non-optimizing compilers for simple programming languages using methods that are close to those used in "real" compilers, albeit slightly simplified in places for presentation purposes. All phases required for translating a high-level language to machine language is covered, including lexing, parsing, intermediate-code generation, machine-code generation and register allocation. Interpretation is covered briefly. Aiming to be neutral with respect to implementation languages, algorithms are presented in pseudo-code rather than in any specific programming language, and suggestions for implementation in several different language flavors are in many cases given. The techniques are illustrated with examples and exercises. The author has taught Compiler Design at the University of Copenhagen for over a decade, and the book is based on material used in the undergraduate Compiler Design course there. Additional material for use with this book, including solutions to selected exercises, is available at http://www.diku.dk/~torbenm/ICD
Download or read book The Design of an Optimizing Compiler written by William Allan Wulf and published by Elsevier Publishing Company. This book was released on 1975 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: It describes the BLISS optimizing compiler for the PDP-11, written at Carnegie Mellon University in the early 1970s.
Download or read book An Introduction to GCC written by Brian Gough and published by Network Theory.. This book was released on 2004 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an introduction to the GNU C and C++ compilers, gcc and g++. This manual includes: compiling C and C++ programs using header files and libraries, warning options, use of the preprocessor, static and dynamic linking, optimization, platform-specific options, profiling and coverage testing, paths and environment variables, and more.
Download or read book Engineering a Compiler written by Keith D. Cooper and published by Elsevier. This book was released on 2003-12-11 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proliferation of processors, environments, and constraints on systems has cast compiler technology into a wider variety of settings, changing the compiler and compiler writer's role. No longer is execution speed the sole criterion for judging compiled code. Today, code might be judged on how small it is, how much power it consumes, how well it compresses, or how many page faults it generates. In this evolving environment, the task of building a successful compiler relies upon the compiler writer's ability to balance and blend algorithms, engineering insights, and careful planning. Today's compiler writer must choose a path through a design space that is filled with diverse alternatives, each with distinct costs, advantages, and complexities. Engineering a Compiler explores this design space by presenting some of the ways these problems have been solved, and the constraints that made each of those solutions attractive. By understanding the parameters of the problem and their impact on compiler design, the authors hope to convey both the depth of the problems and the breadth of possible solutions. Their goal is to cover a broad enough selection of material to show readers that real tradeoffs exist, and that the impact of those choices can be both subtle and far-reaching. Authors Keith Cooper and Linda Torczon convey both the art and the science of compiler construction and show best practice algorithms for the major passes of a compiler. Their text re-balances the curriculum for an introductory course in compiler construction to reflect the issues that arise in current practice. Focuses on the back end of the compiler—reflecting the focus of research and development over the last decade. Uses the well-developed theory from scanning and parsing to introduce concepts that play a critical role in optimization and code generation. Introduces the student to optimization through data-flow analysis, SSA form, and a selection of scalar optimizations. Builds on this background to teach modern methods in code generation: instruction selection, instruction scheduling, and register allocation. Presents examples in several different programming languages in order to best illustrate the concept. Provides end-of-chapter exercises.
Download or read book Building an Optimizing Compiler written by Bob Morgan and published by . This book was released on 2004-10-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
