Symbolic Analysis Techniques for Effective Automatic Parallelization

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Publisher :
ISBN 13 :
Total Pages : 166 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Symbolic Analysis Techniques for Effective Automatic Parallelization by : William Joseph Blume

Download or read book Symbolic Analysis Techniques for Effective Automatic Parallelization written by William Joseph Blume and published by . This book was released on 1995 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Symbolic Analysis for Parallelizing Compilers

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Publisher : Springer
ISBN 13 : 0585268290
Total Pages : 151 pages
Book Rating : 4.5/5 (852 download)

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Book Synopsis Symbolic Analysis for Parallelizing Compilers by : Mohammad R. Haghighat

Download or read book Symbolic Analysis for Parallelizing Compilers written by Mohammad R. Haghighat and published by Springer. This book was released on 2007-08-19 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Symbolic Analysis for Parallelizing Compilers the author presents an excellent demonstration of the effectiveness of symbolic analysis in tackling important optimization problems, some of which inhibit loop parallelization. The framework that Haghighat presents has proved extremely successful in induction and wraparound variable analysis, strength reduction, dead code elimination and symbolic constant propagation. The approach can be applied to any program transformation or optimization problem that uses properties and value ranges of program names. Symbolic analysis can be used on any transformational system or optimization problem that relies on compile-time information about program variables. This covers the majority of, if not all optimization and parallelization techniques. The book makes a compelling case for the potential of symbolic analysis, applying it for the first time - and with remarkable results - to a number of classical optimization problems: loop scheduling, static timing or size analysis, and dependence analysis. It demonstrates how symbolic analysis can solve these problems faster and more accurately than existing hybrid techniques.

Advanced Symbolic Analysis for Compilers

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Publisher : Springer Science & Business Media
ISBN 13 : 3540011854
Total Pages : 135 pages
Book Rating : 4.5/5 (4 download)

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Book Synopsis Advanced Symbolic Analysis for Compilers by : Thomas Fahringer

Download or read book Advanced Symbolic Analysis for Compilers written by Thomas Fahringer and published by Springer Science & Business Media. This book was released on 2003-04-07 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents novel symbolic control and data flow techniques as well as symbolic techniques and algorithms for program analysis and program optimization. Program contexts, defining a new symbolic description of program semantics for control and data flow analysis, are at the center of the techniques and methods introduced. The authors develop solutions for a number of problems encountered in program analysis by using program contexts. The solutions proposed are efficient, versatile, unified, and more general than most existing methods. The authors' symbolic analysis framework is implemented as a prototype as part of the Vienna High Performance Compiler.

Languages and Compilers for Parallel Computing

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Publisher : Springer
ISBN 13 : 3540455744
Total Pages : 410 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Samuel P. Midkiff

Download or read book Languages and Compilers for Parallel Computing written by Samuel P. Midkiff and published by Springer. This book was released on 2003-06-29 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the papers presented at the 13th International Workshop on Languages and Compilers for Parallel Computing. It also contains extended abstracts of submissions that were accepted as posters. The workshop was held at the IBM T. J. Watson Research Center in Yorktown Heights, New York. As in previous years, the workshop focused on issues in optimizing compilers, languages, and software environments for high performance computing. This continues a trend in which languages, compilers, and software environments for high performance computing, and not strictly parallel computing, has been the organizing topic. As in past years, participants came from Asia, North America, and Europe. This workshop re?ected the work of many people. In particular, the members of the steering committee, David Padua, Alex Nicolau, Utpal Banerjee, and David Gelernter, have been instrumental in maintaining the focus and quality of the workshop since it was ?rst held in 1988 in Urbana-Champaign. The assistance of the other members of the program committee – Larry Carter, Sid Chatterjee, Jeanne Ferrante, Jans Prins, Bill Pugh, and Chau-wen Tseng – was crucial. The infrastructure at the IBM T. J. Watson Research Center provided trouble-free logistical support. The IBM T. J. Watson Research Center also provided ?nancial support by underwriting much of the expense of the workshop. Appreciation must also be extended to Marc Snir and Pratap Pattnaik of the IBM T. J. Watson Research Center for their support.

Languages and Compilers for Parallel Computing

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Publisher : Springer
ISBN 13 : 3540449051
Total Pages : 511 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Larry Carter

Download or read book Languages and Compilers for Parallel Computing written by Larry Carter and published by Springer. This book was released on 2003-06-29 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: In August 1999, the Twelfth Workshop on Languages and Compilers for P- allel Computing (LCPC) was hosted by the Hierarchical Tiling Research group from the Computer Science and Engineering Department at the University of California San Diego (UCSD). The workshop is an annual international forum for leading research groups to present their current research activities and the latest results. It has also been a place for researchers and practitioners to - teract closely and exchange ideas about future directions. Among the topics of interest to the workshop are language features, code generation, debugging, - timization, communication and distributed shared memory libraries, distributed object systems, resource management systems, integration of compiler and r- time systems, irregular and dynamic applications, and performance evaluation. In 1999, the workshop was held at the International Relations/Paci c Studies Auditorium and the San Diego Supercomputer Center at UCSD. Seventy-seven researchers from Australia, England, France, Germany, Korea, Spain, and the United States attended the workshop, an increase of over 50% from 1998.

Compiler Construction

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Publisher : Springer
ISBN 13 : 3540490515
Total Pages : 327 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Compiler Construction by : Stefan Jähnichen

Download or read book Compiler Construction written by Stefan Jähnichen and published by Springer. This book was released on 2004-01-27 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: ETAPS’99 is the second instance of the EuropeanJoint Conferences on T- ory and Practice of Software. ETAPS is an annual federated conference that was established in 1998 by combining a number of existing and new conferences. This year it comprises ?ve conferences (FOSSACS, FASE, ESOP, CC, TACAS), four satellite workshops (CMCS, AS, WAGA, CoFI), seven invited lectures, two invited tutorials, and six contributed tutorials. The events that comprise ETAPS address various aspects of the system - velopment process, including speci?cation, design, implementation, analysis and improvement. The languages, methodologies and tools which support these - tivities are all well within its scope. Di?erent blends of theory and practice are represented, with an inclination towards theory with a practical motivation on one hand and soundly-based practice on the other. Many of the issues involved in software design apply to systems in general, including hardware systems, and the emphasis on software is not intended to be exclusive.

High Performance Embedded Computing Handbook

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Publisher : CRC Press
ISBN 13 : 1420006665
Total Pages : 600 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis High Performance Embedded Computing Handbook by : David R. Martinez

Download or read book High Performance Embedded Computing Handbook written by David R. Martinez and published by CRC Press. This book was released on 2018-10-03 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past several decades, applications permeated by advances in digital signal processing have undergone unprecedented growth in capabilities. The editors and authors of High Performance Embedded Computing Handbook: A Systems Perspective have been significant contributors to this field, and the principles and techniques presented in the handbook are reinforced by examples drawn from their work. The chapters cover system components found in today’s HPEC systems by addressing design trade-offs, implementation options, and techniques of the trade, then solidifying the concepts with specific HPEC system examples. This approach provides a more valuable learning tool, Because readers learn about these subject areas through factual implementation cases drawn from the contributing authors’ own experiences. Discussions include: Key subsystems and components Computational characteristics of high performance embedded algorithms and applications Front-end real-time processor technologies such as analog-to-digital conversion, application-specific integrated circuits, field programmable gate arrays, and intellectual property–based design Programmable HPEC systems technology, including interconnection fabrics, parallel and distributed processing, performance metrics and software architecture, and automatic code parallelization and optimization Examples of complex HPEC systems representative of actual prototype developments Application examples, including radar, communications, electro-optical, and sonar applications The handbook is organized around a canonical framework that helps readers navigate through the chapters, and it concludes with a discussion of future trends in HPEC systems. The material is covered at a level suitable for practicing engineers and HPEC computational practitioners and is easily adaptable to their own implementation requirements.

Advanced Symbolic Analysis for VLSI Systems

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Publisher : Springer
ISBN 13 : 1493911031
Total Pages : 308 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Advanced Symbolic Analysis for VLSI Systems by : Guoyong Shi

Download or read book Advanced Symbolic Analysis for VLSI Systems written by Guoyong Shi and published by Springer. This book was released on 2014-06-19 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides comprehensive coverage of the recent advances in symbolic analysis techniques for design automation of nanometer VLSI systems. The presentation is organized in parts of fundamentals, basic implementation methods and applications for VLSI design. Topics emphasized include statistical timing and crosstalk analysis, statistical and parallel analysis, performance bound analysis and behavioral modeling for analog integrated circuits. Among the recent advances, the Binary Decision Diagram (BDD) based approaches are studied in depth. The BDD-based hierarchical symbolic analysis approaches, have essentially broken the analog circuit size barrier.

Automatic Parallelization of Recursive Procedures

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ISBN 13 :
Total Pages : 14 pages
Book Rating : 4.:/5 (245 download)

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Book Synopsis Automatic Parallelization of Recursive Procedures by : International Business Machines Corporation. Research Division

Download or read book Automatic Parallelization of Recursive Procedures written by International Business Machines Corporation. Research Division and published by . This book was released on 1998 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "Parallelizing compilers have traditionally focussed mainly on parallelizing loops. This paper presents a new framework for automatically parallelizing recursive procedures that typically appear in divide-and-conquer style algorithms. We present compile-time analysis to detect the independence of multiple recursive calls in a procedure. This allows exploitation of a scalable form of nested parallelism, where each parallel task can further spawn off parallel work in subsequent recursive calls. We describe a run-time system which efficiently supports this kind of nested parallelism without unnecessarily blocking tasks, and facilitates load-balancing. We have implemented this framework in a parallelizing compiler for C and Fortran 90. We believe it is the first compiler which is able to automatically parallelize programs like quicksort and mergesort. For cases where even the advanced symbolic analysis and array section analysis we describe are not able to prove the independence of procedure calls, we propose novel techniques for speculative run-time parallelization, which are significantly more efficient and powerful than analogous techniques proposed previously for speculatively parallelizing loops. Our experimental results on an IBM G30 SMP machine show good speedups obtained by following our approach."

Languages, Compilers, and Run-Time Systems for Scalable Computers

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Publisher : Springer
ISBN 13 : 3540495304
Total Pages : 420 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Languages, Compilers, and Run-Time Systems for Scalable Computers by : David O'Hallaron

Download or read book Languages, Compilers, and Run-Time Systems for Scalable Computers written by David O'Hallaron and published by Springer. This book was released on 2003-06-29 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the strictly refereed post-workshop proceedings of the 4th International Workshop on Languages, Compilers, and Run-Time Systems for Scalable Computing, LCR '98, held in Pittsburgh, PA, USA in May 1998. The 23 revised full papers presented were carefully selected from a total of 47 submissions; also included are nine refereed short papers. All current issues of developing software systems for parallel and distributed computers are covered, in particular irregular applications, automatic parallelization, run-time parallelization, load balancing, message-passing systems, parallelizing compilers, shared memory systems, client server applications, etc.

ACM SIGPLAN Notices

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Publisher :
ISBN 13 :
Total Pages : 500 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis ACM SIGPLAN Notices by :

Download or read book ACM SIGPLAN Notices written by and published by . This book was released on 2000-04 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the ACM SIGPLAN--SIGSOFT Workshop on Program Analysis for Software Tools and Engineering

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Publisher : Association for Computing Machinery (ACM)
ISBN 13 :
Total Pages : 934 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Proceedings of the ACM SIGPLAN--SIGSOFT Workshop on Program Analysis for Software Tools and Engineering by :

Download or read book Proceedings of the ACM SIGPLAN--SIGSOFT Workshop on Program Analysis for Software Tools and Engineering written by and published by Association for Computing Machinery (ACM). This book was released on 1998 with total page 934 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Euro-Par 2007 Parallel Processing

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Publisher : Springer
ISBN 13 : 3540744665
Total Pages : 982 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Euro-Par 2007 Parallel Processing by : Anne-Marie Kermarrec

Download or read book Euro-Par 2007 Parallel Processing written by Anne-Marie Kermarrec and published by Springer. This book was released on 2007-08-28 with total page 982 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 13th International Conference on Parallel Computing. The papers are organized into topical sections covering support tools and environments, performance prediction and evaluation, scheduling and load balancing, compilers for high performance, parallel and distributed databases, grid and cluster computing, peer-to-peer computing, distributed systems and algorithms, and more.

Languages and Compilers for Parallel Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540576594
Total Pages : 678 pages
Book Rating : 4.5/5 (765 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Utpal Banerjee

Download or read book Languages and Compilers for Parallel Computing written by Utpal Banerjee and published by Springer Science & Business Media. This book was released on 1994-01-28 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains papers selected for presentation at the Sixth Annual Workshop on Languages and Compilers for Parallel Computing. The workshop washosted by the Oregon Graduate Institute of Science and Technology. All the major research efforts in parallel languages and compilers are represented in this workshop series. The 36 papers in the volume aregrouped under nine headings: dynamic data structures, parallel languages, High Performance Fortran, loop transformation, logic and dataflow language implementations, fine grain parallelism, scalar analysis, parallelizing compilers, and analysis of parallel programs. The book represents a valuable snapshot of the state of research in the field in 1993.

Compiler Construction

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Publisher : Springer Science & Business Media
ISBN 13 : 354067263X
Total Pages : 309 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Compiler Construction by : David A. Watt

Download or read book Compiler Construction written by David A. Watt and published by Springer Science & Business Media. This book was released on 2000-03-15 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: ETAPS2000 was the third instance of the EuropeanJoint Conferenceson Theory and Practice of Software. ETAPS is an annual federated conference that was established in 1998 by combining a number of existing and new conferences. This year it comprised ?ve conferences (FOSSACS, FASE, ESOP, CC, TACAS), ?ve satellite workshops (CBS, CMCS, CoFI, GRATRA, INT), seven invited lectures, a panel discussion, and ten tutorials. The events that comprise ETAPS address various aspects of the system - velopment process, including speci?cation, design, implementation, analysis, and improvement. The languages, methodologies, and tools which support these - tivities are all well within its scope. Di?erent blends of theory and practice are represented, with an inclination towards theory with a practical motivation on one hand and soundly-based practice on the other. Many of the issues involved in software design apply to systems in general, including hardware systems, and the emphasis on software is not intended to be exclusive.

Languages and Compilers for Parallel Computing

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Publisher : Springer
ISBN 13 : 364236036X
Total Pages : 307 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Sanjay Rajopadhye

Download or read book Languages and Compilers for Parallel Computing written by Sanjay Rajopadhye and published by Springer. This book was released on 2013-01-18 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2011, held in Fort Collins, CO, USA, in September 2011. The 19 revised full papers presented and 19 poster papers were carefully reviewed and selected from 52 submissions. The scope of the workshop spans the theoretical and practical aspects of parallel and high-performance computing, and targets parallel platforms including concurrent, multithreaded, multicore, accelerator, multiprocessor, and cluster systems.

Automatic Parallelization

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Publisher : Springer Nature
ISBN 13 : 3031017366
Total Pages : 157 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Automatic Parallelization by : Samuel Midkiff

Download or read book Automatic Parallelization written by Samuel Midkiff and published by Springer Nature. This book was released on 2022-06-01 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compiling for parallelism is a longstanding topic of compiler research. This book describes the fundamental principles of compiling "regular" numerical programs for parallelism. We begin with an explanation of analyses that allow a compiler to understand the interaction of data reads and writes in different statements and loop iterations during program execution. These analyses include dependence analysis, use-def analysis and pointer analysis. Next, we describe how the results of these analyses are used to enable transformations that make loops more amenable to parallelization, and discuss transformations that expose parallelism to target shared memory multicore and vector processors. We then discuss some problems that arise when parallelizing programs for execution on distributed memory machines. Finally, we conclude with an overview of solving Diophantine equations and suggestions for further readings in the topics of this book to enable the interested reader to delve deeper into the field. Table of Contents: Introduction and overview / Dependence analysis, dependence graphs and alias analysis / Program parallelization / Transformations to modify and eliminate dependences / Transformation of iterative and recursive constructs / Compiling for distributed memory machines / Solving Diophantine equations / A guide to further reading