Efficient And Correct Execution Of Parallel Programs That Share Memory

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Efficient and Correct Execution of Parallel Programs That Share Memory

Author : Dennis Shasha
Publisher : Sagwan Press
ISBN 13 : 9781376983883
Total Pages : 44 pages
Book Rating : 4.9/5 (838 download)

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Book Synopsis Efficient and Correct Execution of Parallel Programs That Share Memory by : Dennis Shasha

Download or read book Efficient and Correct Execution of Parallel Programs That Share Memory written by Dennis Shasha and published by Sagwan Press. This book was released on 2018-02-07 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Encyclopedia of Parallel Computing

Author : David Padua
Publisher : Springer Science & Business Media
ISBN 13 : 0387097651
Total Pages : 2211 pages
Book Rating : 4.3/5 (87 download)

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Book Synopsis Encyclopedia of Parallel Computing by : David Padua

Download or read book Encyclopedia of Parallel Computing written by David Padua and published by Springer Science & Business Media. This book was released on 2011-09-08 with total page 2211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Containing over 300 entries in an A-Z format, the Encyclopedia of Parallel Computing provides easy, intuitive access to relevant information for professionals and researchers seeking access to any aspect within the broad field of parallel computing. Topics for this comprehensive reference were selected, written, and peer-reviewed by an international pool of distinguished researchers in the field. The Encyclopedia is broad in scope, covering machine organization, programming languages, algorithms, and applications. Within each area, concepts, designs, and specific implementations are presented. The highly-structured essays in this work comprise synonyms, a definition and discussion of the topic, bibliographies, and links to related literature. Extensive cross-references to other entries within the Encyclopedia support efficient, user-friendly searchers for immediate access to useful information. Key concepts presented in the Encyclopedia of Parallel Computing include; laws and metrics; specific numerical and non-numerical algorithms; asynchronous algorithms; libraries of subroutines; benchmark suites; applications; sequential consistency and cache coherency; machine classes such as clusters, shared-memory multiprocessors, special-purpose machines and dataflow machines; specific machines such as Cray supercomputers, IBM’s cell processor and Intel’s multicore machines; race detection and auto parallelization; parallel programming languages, synchronization primitives, collective operations, message passing libraries, checkpointing, and operating systems. Topics covered: Speedup, Efficiency, Isoefficiency, Redundancy, Amdahls law, Computer Architecture Concepts, Parallel Machine Designs, Benmarks, Parallel Programming concepts & design, Algorithms, Parallel applications. This authoritative reference will be published in two formats: print and online. The online edition features hyperlinks to cross-references and to additional significant research. Related Subjects: supercomputing, high-performance computing, distributed computing

Algorithms and Architectures for Parallel Processing

Author : Jesus Carretero
Publisher : Springer
ISBN 13 : 3319495836
Total Pages : 695 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Jesus Carretero

Download or read book Algorithms and Architectures for Parallel Processing written by Jesus Carretero and published by Springer. This book was released on 2016-11-24 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2016, held in Granada, Spain, in December 2016. The 30 full papers and 22 short papers presented were carefully reviewed and selected from 117 submissions. They cover many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems trying to push beyond the limits of existing technologies, including experimental efforts, innovative systems, and investigations that identify weaknesses in existing parallel processing technology.

Introduction to Parallel Programming

Author : Subodh Kumar
Publisher : Cambridge University Press
ISBN 13 : 1009276301
Total Pages : pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Introduction to Parallel Programming by : Subodh Kumar

Download or read book Introduction to Parallel Programming written by Subodh Kumar and published by Cambridge University Press. This book was released on 2022-07-31 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In modern computer science, there exists no truly sequential computing system; and most advanced programming is parallel programming. This is particularly evident in modern application domains like scientific computation, data science, machine intelligence, etc. This lucid introductory textbook will be invaluable to students of computer science and technology, acting as a self-contained primer to parallel programming. It takes the reader from introduction to expertise, addressing a broad gamut of issues. It covers different parallel programming styles, describes parallel architecture, includes parallel programming frameworks and techniques, presents algorithmic and analysis techniques and discusses parallel design and performance issues. With its broad coverage, the book can be useful in a wide range of courses; and can also prove useful as a ready reckoner for professionals in the field.

Shared-Memory Parallelism Can Be Simple, Fast, and Scalable

Author : Julian Shun
Publisher : ACM Books
ISBN 13 : 9781970001914
Total Pages : 426 pages
Book Rating : 4.0/5 (19 download)

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Book Synopsis Shared-Memory Parallelism Can Be Simple, Fast, and Scalable by : Julian Shun

Download or read book Shared-Memory Parallelism Can Be Simple, Fast, and Scalable written by Julian Shun and published by ACM Books. This book was released on 2017 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallelism is the key to achieving high performance in computing. However, writing efficient and scalable parallel programs is notoriously difficult, and often requires significant expertise. To address this challenge, it is crucial to provide programmers with high-level tools to enable them to develop solutions easily, and at the same time emphasize the theoretical and practical aspects of algorithm design to allow the solutions developed to run efficiently under many different settings. This thesis addresses this challenge using a three-pronged approach consisting of the design of shared-memory programming techniques, frameworks, and algorithms for important problems in computing. The thesis provides evidence that with appropriate programming techniques, frameworks, and algorithms, shared-memory programs can be simple, fast, and scalable, both in theory and in practice. The results developed in this thesis serve to ease the transition into the multicore era. The first part of this thesis introduces tools and techniques for deterministic parallel programming, including means for encapsulating nondeterminism via powerful commutative building blocks, as well as a novel framework for executing sequential iterative loops in parallel, which lead to deterministic parallel algorithms that are efficient both in theory and in practice. The second part of this thesis introduces Ligra, the first high-level shared memory framework for parallel graph traversal algorithms. The framework allows programmers to express graph traversal algorithms using very short and concise code, delivers performance competitive with that of highly-optimized code, and is up to orders of magnitude faster than existing systems designed for distributed memory. This part of the thesis also introduces Ligra+, which extends Ligra with graph compression techniques to reduce space usage and improve parallel performance at the same time, and is also the first graph processing system to support in-memory graph compression. The third and fourth parts of this thesis bridge the gap between theory and practice in parallel algorithm design by introducing the first algorithms for a variety of important problems on graphs and strings that are efficient both in theory and in practice. For example, the thesis develops the first linear-work and polylogarithmic-depth algorithms for suffix tree construction and graph connectivity that are also practical, as well as a work-efficient, polylogarithmic-depth, and cache-efficient shared-memory algorithm for triangle computations that achieves a 2-5x speedup over the best existing algorithms on 40 cores. This is a revised version of the thesis that won the 2015 ACM Doctoral Dissertation Award.

Languages and Compilers for Parallel Computing

Author : Lawrence Rauchwerger
Publisher : Springer
ISBN 13 : 3540246444
Total Pages : 570 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Lawrence Rauchwerger

Download or read book Languages and Compilers for Parallel Computing written by Lawrence Rauchwerger and published by Springer. This book was released on 2004-05-13 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 16th International Workshop on Languages and Compilers for Parallel Computing, LCPC 2003, held in College Station, Texas, USA, in October 2003. The 35 revised full papers presented were selected from 48 submissions during two rounds of reviewing and improvement upon presentation at the workshop. The papers are organized in topical sections on adaptive optimization, data locality, parallel languages, high-level transformations, embedded systems, distributed systems software, low-level transformations, compiling for novel architectures, and optimization infrastructure.

A Primer on Memory Consistency and Cache Coherence, Second Edition

Author : Vijay Nagarajan
Publisher : Springer Nature
ISBN 13 : 3031017641
Total Pages : 276 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis A Primer on Memory Consistency and Cache Coherence, Second Edition by : Vijay Nagarajan

Download or read book A Primer on Memory Consistency and Cache Coherence, Second Edition written by Vijay Nagarajan and published by Springer Nature. This book was released on 2022-05-31 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many modern computer systems, including homogeneous and heterogeneous architectures, support shared memory in hardware. In a shared memory system, each of the processor cores may read and write to a single shared address space. For a shared memory machine, the memory consistency model defines the architecturally visible behavior of its memory system. Consistency definitions provide rules about loads and stores (or memory reads and writes) and how they act upon memory. As part of supporting a memory consistency model, many machines also provide cache coherence protocols that ensure that multiple cached copies of data are kept up-to-date. The goal of this primer is to provide readers with a basic understanding of consistency and coherence. This understanding includes both the issues that must be solved as well as a variety of solutions. We present both high-level concepts as well as specific, concrete examples from real-world systems. This second edition reflects a decade of advancements since the first edition and includes, among other more modest changes, two new chapters: one on consistency and coherence for non-CPU accelerators (with a focus on GPUs) and one that points to formal work and tools on consistency and coherence.

Computer Aided Verification

Author : Aarti Gupta
Publisher : Springer Science & Business Media
ISBN 13 : 3540705430
Total Pages : 574 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Computer Aided Verification by : Aarti Gupta

Download or read book Computer Aided Verification written by Aarti Gupta and published by Springer Science & Business Media. This book was released on 2008-06-17 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Computer Aided Verification, CAV 2008, held in Princeton, NJ, USA, in July 2008. The 33 revised full papers presented together with 14 tool papers and 2 invited papers and 4 invited tutorials were carefully reviewed and selected from 104 regular paper and 27 tool paper submissions. The papers are organized in topical sections on concurrency, memory consistency, abstraction/refinement, hybrid systems, dynamic verification, modeling and specification formalisms, decision procedures, program verification, program and shape analysis, security and program analysis, hardware verification, model checking, space efficient algorithms, and model checking.

Static Analysis

Author : Francesco Ranzato
Publisher : Springer
ISBN 13 : 3319667068
Total Pages : 486 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Static Analysis by : Francesco Ranzato

Download or read book Static Analysis written by Francesco Ranzato and published by Springer. This book was released on 2017-08-16 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 24th International Static Analysis Symposium, SAS 2017, held in New York, NY, USA, in August/September 2017. The 22 papers presented in this volume were carefully reviewed and selected from 50 submissions. The papers cover various aspects of the presentation of theoretical, practical, and applicational advances in area of static analysis that is recognized as a fundamental tool for program verification, bug detection, compiler organization, program understanding, and software maintenance.

Tools and Algorithms for the Construction and Analysis of Systems

Author : Nir Piterman
Publisher : Springer
ISBN 13 : 3642367429
Total Pages : 669 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Tools and Algorithms for the Construction and Analysis of Systems by : Nir Piterman

Download or read book Tools and Algorithms for the Construction and Analysis of Systems written by Nir Piterman and published by Springer. This book was released on 2013-02-17 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 19th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2013, held in Rome, Italy, in March 2013. The 42 papers presented in this volume were carefully reviewed and selected from 172 submissions. They are organized in topical sections named: Markov chains; termination; SAT/SMT; games and synthesis; process algebra; pushdown; runtime verification and model checking; concurrency; learning and abduction; timed automata; security and access control; frontiers (graphics and quantum); functional programs and types; tool demonstrations; explicit-state model checking; Büchi automata; and competition on software verification.

Verified Software: Theories, Tools, and Experiments

Author : Arie Gurfinkel
Publisher : Springer
ISBN 13 : 3319296132
Total Pages : 232 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Verified Software: Theories, Tools, and Experiments by : Arie Gurfinkel

Download or read book Verified Software: Theories, Tools, and Experiments written by Arie Gurfinkel and published by Springer. This book was released on 2016-02-12 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Verified Software: Theories, Tools and Experiments, VSTTE 2015, held in July 2015 in San Francisco, CA, USA. The 12 revised full papers presented were carefully revised and selected from 25 submissions. The goal of this conference is to advance the state of the art in the science and technology of software verification, through the interaction of theory development, tool evolution, and experimental validation and large-scale verification efforts that involve collaboration, theory unification, tool integration, and formalized domain knowledge.

Principles of Abstract Interpretation

Author : Patrick Cousot
Publisher : MIT Press
ISBN 13 : 0262044900
Total Pages : 833 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Principles of Abstract Interpretation by : Patrick Cousot

Download or read book Principles of Abstract Interpretation written by Patrick Cousot and published by MIT Press. This book was released on 2021-09-21 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to abstract interpretation, with examples of applications to the semantics, specification, verification, and static analysis of computer programs. Formal methods are mathematically rigorous techniques for the specification, development, manipulation, and verification of safe, robust, and secure software and hardware systems. Abstract interpretation is a unifying theory of formal methods that proposes a general methodology for proving the correctness of computing systems, based on their semantics. The concepts of abstract interpretation underlie such software tools as compilers, type systems, and security protocol analyzers. This book provides an introduction to the theory and practice of abstract interpretation, offering examples of applications to semantics, specification, verification, and static analysis of programming languages with emphasis on calculational design. The book covers all necessary computer science and mathematical concepts--including most of the logic, order, linear, fixpoint, and discrete mathematics frequently used in computer science--in separate chapters before they are used in the text. Each chapter offers exercises and selected solutions. Chapter topics include syntax, parsing, trace semantics, properties and their abstraction, fixpoints and their abstractions, reachability semantics, abstract domain and abstract interpreter, specification and verification, effective fixpoint approximation, relational static analysis, and symbolic static analysis. The main applications covered include program semantics, program specification and verification, program dynamic and static analysis of numerical properties and of such symbolic properties as dataflow analysis, software model checking, pointer analysis, dependency, and typing (both for forward and backward analysis), and their combinations. Principles of Abstract Interpretation is suitable for classroom use at the graduate level and as a reference for researchers and practitioners.

Annual Review of Scalable Computing

Author : C. K. Yuen
Publisher : World Scientific
ISBN 13 : 9812777431
Total Pages : 299 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Annual Review of Scalable Computing by : C. K. Yuen

Download or read book Annual Review of Scalable Computing written by C. K. Yuen and published by World Scientific. This book was released on 2002 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation. Comprehensively discusses significant projects in scalable computing in various research organizations around the world.

Languages and Compilers for Parallel Computing

Author : Chua-Huang Huang
Publisher : Springer Science & Business Media
ISBN 13 : 9783540607656
Total Pages : 618 pages
Book Rating : 4.6/5 (76 download)

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Book Synopsis Languages and Compilers for Parallel Computing by : Chua-Huang Huang

Download or read book Languages and Compilers for Parallel Computing written by Chua-Huang Huang and published by Springer Science & Business Media. This book was released on 1996-01-24 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Verification, Model Checking, and Abstract Interpretation

Author : Deepak D'Souza
Publisher : Springer
ISBN 13 : 3662460815
Total Pages : 482 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Verification, Model Checking, and Abstract Interpretation by : Deepak D'Souza

Download or read book Verification, Model Checking, and Abstract Interpretation written by Deepak D'Souza and published by Springer. This book was released on 2014-12-11 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Verification, Model Checking, and Abstract Interpretation, VMCAI 2015, held in Mumbai, India, in January 2015. The 24 revised full papers presented were carefully reviewed and selected from 53 submissions. The papers cover a wide range of topics including program verification, model checking, abstract interpretation, abstract domains, program synthesis, static analysis, deductive methods, program certification, error diagnosis, program transformation, and hybrid and cyberphysical systems.

OpenMP in a New Era of Parallelism

Author : Rudi Eigenmann
Publisher : Springer Science & Business Media
ISBN 13 : 354079560X
Total Pages : 200 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis OpenMP in a New Era of Parallelism by : Rudi Eigenmann

Download or read book OpenMP in a New Era of Parallelism written by Rudi Eigenmann and published by Springer Science & Business Media. This book was released on 2008-04-25 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: OpenMP is a widely accepted, standard application programming interface (API) for high-level shared-memory parallel programming in Fortran, C, and C++. Since its introduction in 1997, OpenMP has gained support from most high-performance compiler and hardware vendors. Under the direction of the OpenMP Architecture Review Board (ARB), the OpenMP speci?cation has evolved, including the - cent release of Speci?cation 3. 0. Active research in OpenMP compilers, runtime systems, tools, and environments drives its evolution, including new features such as tasking. The community of OpenMP researchers and developers in academia and - dustry is united under cOMPunity (www. compunity. org). This organaization has held workshops on OpenMP around the world since 1999: the European Wo- shop on OpenMP (EWOMP), the North American Workshop on OpenMP App- cations and Tools (WOMPAT), and the Asian Workshop on OpenMP Experiences and Implementation (WOMPEI) attracted annual audiences from academia and industry. The International Workshop on OpenMP (IWOMP) consolidated these three workshop series into a single annual international event that rotates across the previous workshop sites. The ?rst IWOMP meeting was held in 2005, in - gene, Oregon, USA. IWOMP 2006 took place in Reims, France, and IWOMP 2007 in Beijing, China. Each workshop drew over 60 participants from research and - dustry throughout the world. IWOMP 2008 continued the series with technical papers, panels, tutorials, and OpenMP status reports. The ?rst IWOMP wo- shop was organized under the auspices of cOMPunity.

Parallel Processing and Applied Mathematics, Part I

Author : Roman Wyrzykowski
Publisher : Springer
ISBN 13 : 3642143903
Total Pages : 652 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Parallel Processing and Applied Mathematics, Part I by : Roman Wyrzykowski

Download or read book Parallel Processing and Applied Mathematics, Part I written by Roman Wyrzykowski and published by Springer. This book was released on 2010-07-07 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This book constitutes the proceedings of the 8th International Conference on Parallel Processing and Applied Mathematics, PPAM 2009, held in Wroclaw, Poland, in September 2009.