Optimizing Compilers For Modern Architectures A Dependence Based Approach

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Optimizing Compilers for Modern Architectures: A Dependence-Based Approach

Author : Randy Allen
Publisher : Morgan Kaufmann Publishers
ISBN 13 : 9781493303540
Total Pages : 790 pages
Book Rating : 4.3/5 (35 download)

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Book Synopsis Optimizing Compilers for Modern Architectures: A Dependence-Based Approach by : Randy Allen

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.

Towards the Semantic Web

Author : John Davies
Publisher : John Wiley & Sons
ISBN 13 : 0470858079
Total Pages : 310 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Towards the Semantic Web by : John Davies

Download or read book Towards the Semantic Web written by John Davies and published by John Wiley & Sons. This book was released on 2003-06-13 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the current changes driven by the expansion of the World Wide Web, this book uses a different approach from other books on the market: it applies ontologies to electronically available information to improve the quality of knowledge management in large and distributed organizations. Ontologies are formal theories supporting knowledge sharing and reuse. They can be used to explicitly represent semantics of semi-structured information. These enable sophisticated automatic support for acquiring, maintaining and accessing information. Methodology and tools are developed for intelligent access to large volumes of semi-structured and textual information sources in intra- and extra-, and internet-based environments to employ the full power of ontologies in supporting knowledge management from the information client perspective and the information provider. The aim of the book is to support efficient and effective knowledge management and focuses on weakly-structured online information sources. It is aimed primarily at researchers in the area of knowledge management and information retrieval and will also be a useful reference for students in computer science at the postgraduate level and for business managers who are aiming to increase the corporations' information infrastructure. The Semantic Web is a very important initiative affecting the future of the WWW that is currently generating huge interest. The book covers several highly significant contributions to the semantic web research effort, including a new language for defining ontologies, several novel software tools and a coherent methodology for the application of the tools for business advantage. It also provides 3 case studies which give examples of the real benefits to be derived from the adoption of semantic-web based ontologies in "real world" situations. As such, the book is an excellent mixture of theory, tools and applications in an important area of WWW research. * Provides guidelines for introducing knowledge management concepts and tools into enterprises, to help knowledge providers present their knowledge efficiently and effectively. * Introduces an intelligent search tool that supports users in accessing information and a tool environment for maintenance, conversion and acquisition of information sources. * Discusses three large case studies which will help to develop the technology according to the actual needs of large and or virtual organisations and will provide a testbed for evaluating tools and methods. The book is aimed at people with at least a good understanding of existing WWW technology and some level of technical understanding of the underpinning technologies (XML/RDF). It will be of interest to graduate students, academic and industrial researchers in the field, and the many industrial personnel who are tracking WWW technology developments in order to understand the business implications. It could also be used to support undergraduate courses in the area but is not itself an introductory text.

Engineering a Compiler

Author : Keith D. Cooper
Publisher : Elsevier
ISBN 13 : 0080916619
Total Pages : 825 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Engineering a Compiler by : Keith D. Cooper

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

Modern Compiler Implementation in C

Author : Andrew W. Appel
Publisher : Cambridge University Press
ISBN 13 : 1107268567
Total Pages : 560 pages
Book Rating : 4.1/5 (72 download)

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Book Synopsis Modern Compiler Implementation in C by : Andrew W. Appel

Download or read book Modern Compiler Implementation in C written by Andrew W. Appel and published by Cambridge University Press. This book was released on 2004-07-08 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new, expanded textbook describes all phases of a modern compiler: lexical analysis, parsing, abstract syntax, semantic actions, intermediate representations, instruction selection via tree matching, dataflow analysis, graph-coloring register allocation, and runtime systems. It includes good coverage of current techniques in code generation and register allocation, as well as functional and object-oriented languages, that are missing from most books. In addition, more advanced chapters are now included so that it can be used as the basis for a two-semester or graduate course. The most accepted and successful techniques are described in a concise way, rather than as an exhaustive catalog of every possible variant. Detailed descriptions of the interfaces between modules of a compiler are illustrated with actual C header files. The first part of the book, Fundamentals of Compilation, is suitable for a one-semester first course in compiler design. The second part, Advanced Topics, which includes the advanced chapters, covers the compilation of object-oriented and functional languages, garbage collection, loop optimizations, SSA form, loop scheduling, and optimization for cache-memory hierarchies.

Modern Compiler Design

Author : Dick Grune
Publisher : Springer Science & Business Media
ISBN 13 : 1461446996
Total Pages : 832 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Modern Compiler Design by : Dick Grune

Download or read book Modern Compiler Design written by Dick Grune and published by Springer Science & Business Media. This book was released on 2012-07-20 with total page 832 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Modern Compiler Design" makes the topic of compiler design more accessible by focusing on principles and techniques of wide application. By carefully distinguishing between the essential (material that has a high chance of being useful) and the incidental (material that will be of benefit only in exceptional cases) much useful information was packed in this comprehensive volume. The student who has finished this book can expect to understand the workings of and add to a language processor for each of the modern paradigms, and be able to read the literature on how to proceed. The first provides a firm basis, the second potential for growth.

High Performance Compilers for Parallel Computing

Author : Michael Joseph Wolfe
Publisher : Addison Wesley
ISBN 13 :
Total Pages : 600 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis High Performance Compilers for Parallel Computing by : Michael Joseph Wolfe

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.

Introduction to Compiler Design

Author : Torben Ægidius Mogensen
Publisher : Springer Science & Business Media
ISBN 13 : 0857298291
Total Pages : 220 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Introduction to Compiler Design by : Torben Ægidius Mogensen

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

Engineering Design Optimization

Author : Joaquim R. R. A. Martins
Publisher : Cambridge University Press
ISBN 13 : 110898861X
Total Pages : 653 pages
Book Rating : 4.1/5 (89 download)

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Book Synopsis Engineering Design Optimization by : Joaquim R. R. A. Martins

Download or read book Engineering Design Optimization written by Joaquim R. R. A. Martins and published by Cambridge University Press. This book was released on 2021-11-18 with total page 653 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on course-tested material, this rigorous yet accessible graduate textbook covers both fundamental and advanced optimization theory and algorithms. It covers a wide range of numerical methods and topics, including both gradient-based and gradient-free algorithms, multidisciplinary design optimization, and uncertainty, with instruction on how to determine which algorithm should be used for a given application. It also provides an overview of models and how to prepare them for use with numerical optimization, including derivative computation. Over 400 high-quality visualizations and numerous examples facilitate understanding of the theory, and practical tips address common issues encountered in practical engineering design optimization and how to address them. Numerous end-of-chapter homework problems, progressing in difficulty, help put knowledge into practice. Accompanied online by a solutions manual for instructors and source code for problems, this is ideal for a one- or two-semester graduate course on optimization in aerospace, civil, mechanical, electrical, and chemical engineering departments.

Introduction to Compilers and Language Design

Author : Douglas Thain
Publisher : Lulu.com
ISBN 13 : 0359138047
Total Pages : 248 pages
Book Rating : 4.3/5 (591 download)

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Book Synopsis Introduction to Compilers and Language Design by : Douglas Thain

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.

Embedded Computing

Author : Joseph A. Fisher
Publisher : Elsevier
ISBN 13 : 1558607668
Total Pages : 710 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Embedded Computing by : Joseph A. Fisher

Download or read book Embedded Computing written by Joseph A. Fisher and published by Elsevier. This book was released on 2005 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Embedded Computing is enthralling in its clarity and exhilarating in its scope. If the technology you are working on is associated with VLIWs or "embedded computing", then clearly it is imperative that you read this book. If you are involved in computer system design or programming, you must still read this book, because it will take you to places where the views are spectacular. You don't necessarily have to agree with every point the authors make, but you will understand what they are trying to say, and they will make you think.” From the Foreword by Robert Colwell, R&E Colwell & Assoc. Inc The fact that there are more embedded computers than general-purpose computers and that we are impacted by hundreds of them every day is no longer news. What is news is that their increasing performance requirements, complexity and capabilities demand a new approach to their design. Fisher, Faraboschi, and Young describe a new age of embedded computing design, in which the processor is central, making the approach radically distinct from contemporary practices of embedded systems design. They demonstrate why it is essential to take a computing-centric and system-design approach to the traditional elements of nonprogrammable components, peripherals, interconnects and buses. These elements must be unified in a system design with high-performance processor architectures, microarchitectures and compilers, and with the compilation tools, debuggers and simulators needed for application development. In this landmark text, the authors apply their expertise in highly interdisciplinary hardware/software development and VLIW processors to illustrate this change in embedded computing. VLIW architectures have long been a popular choice in embedded systems design, and while VLIW is a running theme throughout the book, embedded computing is the core topic. Embedded Computing examines both in a book filled with fact and opinion based on the authors many years of R&D experience. Features: · Complemented by a unique, professional-quality embedded tool-chain on the authors' website, http://www.vliw.org/book · Combines technical depth with real-world experience · Comprehensively explains the differences between general purpose computing systems and embedded systems at the hardware, software, tools and operating system levels. · Uses concrete examples to explain and motivate the trade-offs.

Compilers: Principles, Techniques, & Tools, 2/E

Author : Aho
Publisher : Pearson Education India
ISBN 13 : 9788131721018
Total Pages : 1040 pages
Book Rating : 4.7/5 (21 download)

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Book Synopsis Compilers: Principles, Techniques, & Tools, 2/E by : Aho

Download or read book Compilers: Principles, Techniques, & Tools, 2/E written by Aho and published by Pearson Education India. This book was released on 2008-09 with total page 1040 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modern Processor Design

Author : John Paul Shen
Publisher : Waveland Press
ISBN 13 : 147861076X
Total Pages : 657 pages
Book Rating : 4.4/5 (786 download)

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Book Synopsis Modern Processor Design by : John Paul Shen

Download or read book Modern Processor Design written by John Paul Shen and published by Waveland Press. This book was released on 2013-07-30 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Conceptual and precise, Modern Processor Design brings together numerous microarchitectural techniques in a clear, understandable framework that is easily accessible to both graduate and undergraduate students. Complex practices are distilled into foundational principles to reveal the authors insights and hands-on experience in the effective design of contemporary high-performance micro-processors for mobile, desktop, and server markets. Key theoretical and foundational principles are presented in a systematic way to ensure comprehension of important implementation issues. The text presents fundamental concepts and foundational techniques such as processor design, pipelined processors, memory and I/O systems, and especially superscalar organization and implementations. Two case studies and an extensive survey of actual commercial superscalar processors reveal real-world developments in processor design and performance. A thorough overview of advanced instruction flow techniques, including developments in advanced branch predictors, is incorporated. Each chapter concludes with homework problems that will institute the groundwork for emerging techniques in the field and an introduction to multiprocessor systems.

Principles of Compiler Design

Author : Aho Alfred V
Publisher :
ISBN 13 : 9788185015613
Total Pages : 612 pages
Book Rating : 4.0/5 (156 download)

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Book Synopsis Principles of Compiler Design by : Aho Alfred V

Download or read book Principles of Compiler Design written by Aho Alfred V and published by . This book was released on 1998 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Practical Approach to Compiler Construction

Author : Des Watson
Publisher : Springer
ISBN 13 : 3319527894
Total Pages : 263 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis A Practical Approach to Compiler Construction by : Des Watson

Download or read book A Practical Approach to Compiler Construction written by Des Watson and published by Springer. This book was released on 2017-03-22 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practically-oriented introduction to high-level programming language implementation. It demystifies what goes on within a compiler and stimulates the reader's interest in compiler design, an essential aspect of computer science. Programming language analysis and translation techniques are used in many software application areas. A Practical Approach to Compiler Construction covers the fundamental principles of the subject in an accessible way. It presents the necessary background theory and shows how it can be applied to implement complete compilers. A step-by-step approach, based on a standard compiler structure is adopted, presenting up-to-date techniques and examples. Strategies and designs are described in detail to guide the reader in implementing a translator for a programming language. A simple high-level language, loosely based on C, is used to illustrate aspects of the compilation process. Code examples in C are included, together with discussion and illustration of how this code can be extended to cover the compilation of more complex languages. Examples are also given of the use of the flex and bison compiler construction tools. Lexical and syntax analysis is covered in detail together with a comprehensive coverage of semantic analysis, intermediate representations, optimisation and code generation. Introductory material on parallelisation is also included. Designed for personal study as well as for use in introductory undergraduate and postgraduate courses in compiler design, the author assumes that readers have a reasonable competence in programming in any high-level language.

Introduction to Compiler Construction in a Java World

Author : Bill Campbell
Publisher : CRC Press
ISBN 13 : 1482215071
Total Pages : 378 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Introduction to Compiler Construction in a Java World by : Bill Campbell

Download or read book Introduction to Compiler Construction in a Java World written by Bill Campbell and published by CRC Press. This book was released on 2012-11-21 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Immersing students in Java and the JVM, this text enables a deep understanding of the Java programming language and its implementation. It focuses on design, organization, and testing, helping students learn good software engineering skills and become better programmers. By working with and extending a real, functional compiler, students develop a hands-on appreciation of how compilers work, how to write compilers, and how the Java language behaves. Fully documented Java code for the compiler is accessible on a supplementary website.

The Elements of Computing Systems

Author : Noam Nisan
Publisher :
ISBN 13 : 0262640686
Total Pages : 343 pages
Book Rating : 4.2/5 (626 download)

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Book Synopsis The Elements of Computing Systems by : Noam Nisan

Download or read book The Elements of Computing Systems written by Noam Nisan and published by . This book was released on 2008 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title gives students an integrated and rigorous picture of applied computer science, as it comes to play in the construction of a simple yet powerful computer system.

Building an Optimizing Compiler

Author : Robert Morgan
Publisher : Digital Press
ISBN 13 : 9781555581794
Total Pages : 0 pages
Book Rating : 4.5/5 (817 download)

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Book Synopsis Building an Optimizing Compiler by : Robert Morgan

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.