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Generating Local Addresses and Communication Sets for Data-Parallel Programs

Generating Local Addresses and Communication Sets for Data-Parallel Programs
Author: National Aeronautics and Space Adm Nasa
Publisher: Independently Published
Total Pages: 30
Release: 2018-12-28
Genre: Science
ISBN: 9781792624254

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Generating local addresses and communication sets is an important issue in distributed-memory implementations of data-parallel languages such as High Performance Fortran. We show that for an array A affinely aligned to a template that is distributed across p processors with a cyclic(k) distribution, and a computation involving the regular section A, the local memory access sequence for any processor is characterized by a finite state machine of at most k states. We present fast algorithms for computing the essential information about these state machines, and extend the framework to handle multidimensional arrays. We also show how to generate communication sets using the state machine approach. Performance results show that this solution requires very little runtime overhead and acceptable preprocessing time. Chatterjee, Siddhartha and Gilbert, John R. and Long, Fred J. E. and Schreiber, Robert and Teng, Shang-Hua NASA-CR-194605, RIACS-TR-93.03, NAS 1.26:194605 NCC2-387...


Generating Local Addresses and Communication Sets for Data-parallel Programs

Generating Local Addresses and Communication Sets for Data-parallel Programs
Author: Xerox Corporation. Palo Alto Research Center
Publisher:
Total Pages: 26
Release: 1993
Genre: Multiprocessors
ISBN:

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Abstract: "Generating local addresses and communication sets is an important issue in distributed-memory implementations of data-parallel languages such as High Performance Fortran. We show that for an array A affinely aligned to a template that is distributed across p processors with a cyclic(k) distribution, and a computation involving the regular section A(l : h : s), the local memory access sequence for any processor is characterized by a finite state machine of at most k states. We present fast algorithms for computing the essential information about these state machines, and extend the framework to handle multidimensional arrays. We also show how to generate communication sets using the state machine approach. Performance results show that this solution requires very little runtime overhead and acceptable preprocessing time."


Parallel Computing: Fundamentals, Applications and New Directions

Parallel Computing: Fundamentals, Applications and New Directions
Author: E.H. D'Hollander
Publisher: Elsevier
Total Pages: 765
Release: 1998-07-22
Genre: Computers
ISBN: 0080552099

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This volume gives an overview of the state-of-the-art with respect to the development of all types of parallel computers and their application to a wide range of problem areas. The international conference on parallel computing ParCo97 (Parallel Computing 97) was held in Bonn, Germany from 19 to 22 September 1997. The first conference in this biannual series was held in 1983 in Berlin. Further conferences were held in Leiden (The Netherlands), London (UK), Grenoble (France) and Gent (Belgium). From the outset the aim with the ParCo (Parallel Computing) conferences was to promote the application of parallel computers to solve real life problems. In the case of ParCo97 a new milestone was reached in that more than half of the papers and posters presented were concerned with application aspects. This fact reflects the coming of age of parallel computing. Some 200 papers were submitted to the Program Committee by authors from all over the world. The final programme consisted of four invited papers, 71 contributed scientific/industrial papers and 45 posters. In addition a panel discussion on Parallel Computing and the Evolution of Cyberspace was held. During and after the conference all final contributions were refereed. Only those papers and posters accepted during this final screening process are included in this volume. The practical emphasis of the conference was accentuated by an industrial exhibition where companies demonstrated the newest developments in parallel processing equipment and software. Speakers from participating companies presented papers in industrial sessions in which new developments in parallel computing were reported.


The Data Parallel Programming Model

The Data Parallel Programming Model
Author: Guy-Rene Perrin
Publisher: Springer Science & Business Media
Total Pages: 316
Release: 1996-09-11
Genre: Computers
ISBN: 9783540617365

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This monograph-like book assembles the thorougly revised and cross-reviewed lectures given at the School on Data Parallelism, held in Les Menuires, France, in May 1996. The book is a unique survey on the current status and future perspectives of the currently very promising and popular data parallel programming model. Much attention is paid to the style of writing and complementary coverage of the relevant issues throughout the 12 chapters. Thus these lecture notes are ideally suited for advanced courses or self-instruction on data parallel programming. Furthermore, the book is indispensable reading for anybody doing research in data parallel programming and related areas.


Languages and Compilers for Parallel Computing

Languages and Compilers for Parallel Computing
Author: Chua-Huang Huang
Publisher: Springer Science & Business Media
Total Pages: 618
Release: 1996-01-24
Genre: Computers
ISBN: 9783540607656

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This book presents the refereed proceedings of the Eighth Annual Workshop on Languages and Compilers for Parallel Computing, held in Columbus, Ohio in August 1995. The 38 full revised papers presented were carefully selected for inclusion in the proceedings and reflect the state of the art of research and advanced applications in parallel languages, restructuring compilers, and runtime systems. The papers are organized in sections on fine-grain parallelism, interprocedural analysis, program analysis, Fortran 90 and HPF, loop parallelization for HPF compilers, tools and libraries, loop-level optimization, automatic data distribution, compiler models, irregular computation, object-oriented and functional parallelism.


LCPC'97

LCPC'97
Author: David Sehr
Publisher: Springer Science & Business Media
Total Pages: 632
Release: 1997-06-11
Genre: Computers
ISBN: 9783540630913

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This book presents the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Languages and Compilers for Parallel Computing, LCPC'96, held in San Jose, California, in August 1996. The book contains 35 carefully revised full papers together with nine poster presentations. The papers are organized in topical sections on automatic data distribution and locality enhancement, program analysis, compiler algorithms for fine-grain parallelism, instruction scheduling and register allocation, parallelizing compilers, communication optimization, compiling HPF, and run-time control of parallelism.


Languages and Compilers for Parallel Computing

Languages and Compilers for Parallel Computing
Author: Samuel P. Midkiff
Publisher: Springer
Total Pages: 410
Release: 2003-06-29
Genre: Computers
ISBN: 3540455744

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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

Languages and Compilers for Parallel Computing
Author: Siddharta Chatterjee
Publisher: Springer
Total Pages: 395
Release: 2003-06-26
Genre: Computers
ISBN: 3540483195

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LCPC’98 Steering and Program Committes for their time and energy in - viewing the submitted papers. Finally, and most importantly, we thank all the authors and participants of the workshop. It is their signi cant research work and their enthusiastic discussions throughout the workshopthat made LCPC’98 a success. May 1999 Siddhartha Chatterjee Program Chair Preface The year 1998 marked the eleventh anniversary of the annual Workshop on Languages and Compilers for Parallel Computing (LCPC), an international - rum for leading research groups to present their current research activities and latest results. The LCPC community is interested in a broad range of te- nologies, with a common goal of developing software systems that enable real applications. Amongthetopicsofinteresttotheworkshoparelanguagefeatures, communication code generation and optimization, communication libraries, d- tributed shared memory libraries, distributed object systems, resource m- agement systems, integration of compiler and runtime systems, irregular and dynamic applications, performance evaluation, and debuggers. LCPC’98 was hosted by the University of North Carolina at Chapel Hill (UNC-CH) on 7 - 9 August 1998, at the William and Ida Friday Center on the UNC-CH campus. Fifty people from the United States, Europe, and Asia attended the workshop. The program committee of LCPC’98, with the help of external reviewers, evaluated the submitted papers. Twenty-four papers were selected for formal presentation at the workshop. Each session was followed by an open panel d- cussion centered on the main topic of the particular session.


Compiler Construction

Compiler Construction
Author: Peter A. Fritzson
Publisher: Springer Science & Business Media
Total Pages: 472
Release: 1994-03-23
Genre: Computers
ISBN: 9783540578772

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The International Conference on Compiler Construction provides a forum for presentation and discussion of recent developments in the area of compiler construction, language implementation and language design. Its scope ranges from compilation methods and tools to implementation techniques for specific requirements on languages and target architectures. It also includes language design and programming environment issues which are related to language translation. There is an emphasis on practical and efficient techniques. This volume contains the papers selected for presentation at CC '94, the fifth International Conference on Compiler Construction, held in Edinburgh, U.K., in April 1994.