Cilk Programming And Algorithms
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Cilk Programming And Algorithms
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-19
Cilk Programming And Algorithms written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Computers categories.
"Cilk Programming and Algorithms" "Cilk Programming and Algorithms" is a comprehensive exploration of the theory, design, and practice of developing parallel software using Cilk. Beginning with the foundations, the book dives into the origins of Cilk, its innovative work-stealing execution model, and the essential language constructs that have made it a staple in the world of parallel programming. Readers will gain a thorough grounding in concurrency, determinism, and practical integration with C/C++ and compiler toolchains, accompanied by essential insights into profiling, debugging, and performance metrics for Cilk-based code. The text advances into sophisticated parallel algorithm design, unpacking divide-and-conquer patterns, fundamental map-reduce-scan operations, parallel sorting, dynamic programming, graph algorithms, and more—demonstrating Cilk’s capabilities in tackling complex computational challenges. A detailed focus on optimization strategies, task scheduling, load management, and the development of scalable concurrent data structures empowers programmers to engineer high-performance applications for many-core and heterogeneous architectures, all while minimizing bottlenecks and memory contention. Addressing the realities of contemporary development, the book provides essential guidance for integrating Cilk with modern software ecosystems, from cloud and distributed systems to GPU offloading and interoperability with leading parallel frameworks. Readers will also find robust methodologies for testing, verification, and debugging of parallel code, as well as in-depth coverage of Cilk extensions, recent research, and future trends. Real-world case studies illustrate Cilk’s impact across scientific computing, data analytics, AI, finance, and industry, making this volume an indispensable reference for both practitioners and researchers in the field of parallel programming.
Structured Parallel Programming
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Author : Michael McCool
language : en
Publisher: Elsevier
Release Date : 2012-06-25
Structured Parallel Programming written by Michael McCool and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-25 with Computers categories.
Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on patterns, is relevant to parallel programming today. Parallel computing experts and industry insiders Michael McCool, Arch Robison, and James Reinders describe how to design and implement maintainable and efficient parallel algorithms using a pattern-based approach. They present both theory and practice, and give detailed concrete examples using multiple programming models. Examples are primarily given using two of the most popular and cutting edge programming models for parallel programming: Threading Building Blocks, and Cilk Plus. These architecture-independent models enable easy integration into existing applications, preserve investments in existing code, and speed the development of parallel applications. Examples from realistic contexts illustrate patterns and themes in parallel algorithm design that are widely applicable regardless of implementation technology. The patterns-based approach offers structure and insight that developers can apply to a variety of parallel programming models Develops a composable, structured, scalable, and machine-independent approach to parallel computing Includes detailed examples in both Cilk Plus and the latest Threading Building Blocks, which support a wide variety of computers
Algorithms And Parallel Computing
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Author : Fayez Gebali
language : en
Publisher: John Wiley & Sons
Release Date : 2011-04-19
Algorithms And Parallel Computing written by Fayez Gebali and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-19 with Computers categories.
There is a software gap between the hardware potential and the performance that can be attained using today's software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. Programming a parallel computer requires closely studying the target algorithm or application, more so than in the traditional sequential programming we have all learned. The programmer must be aware of the communication and data dependencies of the algorithm or application. This book provides the techniques to explore the possible ways to program a parallel computer for a given application.
Languages Compilers And Run Time Systems For Scalable Computers
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Author : David O'Hallaron
language : en
Publisher: Springer
Release Date : 2003-06-29
Languages Compilers And Run Time Systems For Scalable Computers written by David O'Hallaron and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-29 with Computers categories.
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.
Algorithm Theory Swat 2004
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Author : Torben Hagerup
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-06-22
Algorithm Theory Swat 2004 written by Torben Hagerup and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-22 with Computers categories.
This book constitutes the refereed proceedings of the 9th Scandinavian Workshop on Algorithm Theory, SWAT 2004, held in Humlebaek, Denmark in July 2004. The 40 revised full papers presented together with an invited paper and the abstract of an invited talk were carefully reviewed and selected from 121 submissions. The papers span the entire range of theoretical algorithmics and applications in various fields including graph algorithms, computational geometry, scheduling, approximation algorithms, network algorithms, data storage and manipulation, bioinformatics, combinatorics, sorting, searching, online algorithms, optimization, etc.
Parallel Algorithms
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Author : Sandeep Nautam Bhatt
language : en
Publisher: American Mathematical Soc.
Release Date : 1997-01-01
Parallel Algorithms written by Sandeep Nautam Bhatt and has been published by American Mathematical Soc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-01-01 with Computers categories.
This volume is the result of the Third DIMACS Implementation Challenge that was conducted as part of the 1993-94 Special year on Parallel Algorithms. The Implementation Challenge was formulated in order to provide a forum for a concerted effort to study effective algorithms for combinatorial problems and to investigate opportunities for massive speed-ups on parallel computers. The challenge invluded two problem areas for research study: tree searching, algorithms, used in game search and combinatorial optimization, for example, and algorithms for sparse graphs. Participants at sites in the US and Europe undertook projects from November 1993 through October 1994. The workshop was held at DIMACS in November 1994. Participants were encouraged to share test results, to rework their implementations considering feedback at the workshop, and to submit a final report for the proceedings. Nine papers were selected for this volume.
Introduction To Concurrency In Programming Languages
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Author : Matthew J. Sottile
language : en
Publisher: CRC Press
Release Date : 2009-09-28
Introduction To Concurrency In Programming Languages written by Matthew J. Sottile and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-28 with Computers categories.
Illustrating the effect of concurrency on programs written in familiar languages, this text focuses on novel language abstractions that truly bring concurrency into the language and aid analysis and compilation tools in generating efficient, correct programs. It also explains the complexity involved in taking advantage of concurrency with regard to program correctness and performance. The book describes the historical development of current programming languages and the common threads that exist among them. It also contains several chapters on design patterns for parallel programming and includes quick reference guides to OpenMP, Erlang, and Cilk. Ancillary materials are available on the book's website.
Gridpoints
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Author :
language : en
Publisher:
Release Date : 1999
Gridpoints written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computational grids (Computer systems) categories.
Task Scheduling For Multi Core And Parallel Architectures
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Author : Quan Chen
language : en
Publisher: Springer
Release Date : 2017-11-23
Task Scheduling For Multi Core And Parallel Architectures written by Quan Chen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-23 with Computers categories.
This book presents task-scheduling techniques for emerging complex parallel architectures including heterogeneous multi-core architectures, warehouse-scale datacenters, and distributed big data processing systems. The demand for high computational capacity has led to the growing popularity of multicore processors, which have become the mainstream in both the research and real-world settings. Yet to date, there is no book exploring the current task-scheduling techniques for the emerging complex parallel architectures. Addressing this gap, the book discusses state-of-the-art task-scheduling techniques that are optimized for different architectures, and which can be directly applied in real parallel systems. Further, the book provides an overview of the latest advances in task-scheduling policies in parallel architectures, and will help readers understand and overcome current and emerging issues in this field.
Introduction To Algorithms
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Author : Thomas H. Cormen
language : en
Publisher: MIT Press
Release Date : 2009-07-31
Introduction To Algorithms written by Thomas H. Cormen and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-31 with Computers categories.
This edition has been revised and updated throughout. It includes some new chapters. It features improved treatment of dynamic programming and greedy algorithms as well as a new notion of edge-based flow in the material on flow networks.--[book cover].