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Parallel Programming In A Functional Language
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Book Synopsis Research Directions in Parallel Functional Programming by : Kevin Hammond
Download or read book Research Directions in Parallel Functional Programming written by Kevin Hammond and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Programming is hard. Building a large program is like constructing a steam locomotive through a hole the size of a postage stamp. An artefact that is the fruit of hundreds of person-years is only ever seen by anyone through a lOO-line window. In some ways it is astonishing that such large systems work at all. But parallel programming is much, much harder. There are so many more things to go wrong. Debugging is a nightmare. A bug that shows up on one run may never happen when you are looking for it - but unfailingly returns as soon as your attention moves elsewhere. A large fraction of the program's code can be made up of marshalling and coordination algorithms. The core application can easily be obscured by a maze of plumbing. Functional programming is a radical, elegant, high-level attack on the programming problem. Radical, because it dramatically eschews side-effects; elegant, because of its close connection with mathematics; high-level, be cause you can say a lot in one line. But functional programming is definitely not (yet) mainstream. That's the trouble with radical approaches: it's hard for them to break through and become mainstream. But that doesn't make functional programming any less fun, and it has turned out to be a won derful laboratory for rich type systems, automatic garbage collection, object models, and other stuff that has made the jump into the mainstream.
Book Synopsis Parallel and Concurrent Programming in Haskell by : Simon Marlow
Download or read book Parallel and Concurrent Programming in Haskell written by Simon Marlow and published by "O'Reilly Media, Inc.". This book was released on 2013-07-12 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you have a working knowledge of Haskell, this hands-on book shows you how to use the language’s many APIs and frameworks for writing both parallel and concurrent programs. You’ll learn how parallelism exploits multicore processors to speed up computation-heavy programs, and how concurrency enables you to write programs with threads for multiple interactions. Author Simon Marlow walks you through the process with lots of code examples that you can run, experiment with, and extend. Divided into separate sections on Parallel and Concurrent Haskell, this book also includes exercises to help you become familiar with the concepts presented: Express parallelism in Haskell with the Eval monad and Evaluation Strategies Parallelize ordinary Haskell code with the Par monad Build parallel array-based computations, using the Repa library Use the Accelerate library to run computations directly on the GPU Work with basic interfaces for writing concurrent code Build trees of threads for larger and more complex programs Learn how to build high-speed concurrent network servers Write distributed programs that run on multiple machines in a network
Author :David B. Skillicorn Publisher :Institute of Electrical & Electronics Engineers(IEEE) ISBN 13 : Total Pages :402 pages Book Rating :4.F/5 ( download)
Book Synopsis Programming Languages for Parallel Processing by : David B. Skillicorn
Download or read book Programming Languages for Parallel Processing written by David B. Skillicorn and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1995 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics of Computing -- Parallelism.
Book Synopsis Functions, Objects and Parallelism by : C. K. Yuen
Download or read book Functions, Objects and Parallelism written by C. K. Yuen and published by World Scientific. This book was released on 1999 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to show how programming will be changed by the concepts of parallel systems and how these concepts relate to the ideas of functions and objects. To demonstrate the kind of programming that can be done on these systems, the research language Balinda K is used. The book will also enhance the reader's grasp of the concepts of concurrency and modular programming, reviewing these from the perspectives of application programming in a parallel language. The book should interest graduate and senior undergraduate students of computer science and computer engineering, and IT professionals working in a multiprocesing or distributed computing environment.
Book Synopsis Parallel Functional Languages and Compilers by : Boleslaw K. Szymanski
Download or read book Parallel Functional Languages and Compilers written by Boleslaw K. Szymanski and published by Association for Computing Machinery (ACM). This book was released on 1991 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Implicit Parallel Programming in PH by : Rishiyur S. Nikhil
Download or read book Implicit Parallel Programming in PH written by Rishiyur S. Nikhil and published by Morgan Kaufmann. This book was released on 2001 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: Parallel machines are now affordable and available to many users in the form of small symmetric shared-memory multiprocessors (SMPs). Unfortunately, programming practices have not kept pace with this hardware advance. The vast majority of developers still write applications in sequential programming languages that do not exploit multiple processors. The traditional approaches for adding parallelism to applications are prone to introducing new, strange, and difficult-to-eliminate bugs. In this important new text, the authors offer a completely different vision of the future, where parallel programming is the default and sequential programming is a special case. The foundation of this vision is an implicitly parallel programming language, pH, which is the result of two decades of research by the authors. A dialect and extension of the standard nonstrict and purely functional language Haskell, pH is essentially Haskell with implicitly parallel semantics. pH's extensions to Haskell comprise a disciplined approach to shared parallel state, so that a pH program-even a beginner's program-is implicitly parallel. The authors have developed this text over ten years while teaching implicit parallel programming to graduate students at MIT and specialized short courses to undergraduates and software professionals in the U.S., Japan, and India.
Book Synopsis Mastering Functional Programming by : Anatolii Kmetiuk
Download or read book Mastering Functional Programming written by Anatolii Kmetiuk and published by Packt Publishing Ltd. This book was released on 2018-08-31 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how functional programming can help you in deploying web servers and working with databases in a declarative and pure way Key Features Learn functional programming from scratch Program applications with side effects in a pure way Gain expertise in working with array tools for functional programming Book Description In large projects, it can get difficult keeping track of all the interdependencies of the code base and how its state changes at runtime. Functional Programming helps us solve these problems. It is a paradigm specifically designed to deal with the complexity of software development. This book will show you how the right abstractions can reduce complexity and make your code easy to read and understand. Mastering Functional Programming begins by touching upon the basics such as what lambdas are and how to write declarative code with the help of functions. It then moves on to more advanced concepts such as pure functions and type classes, the problems they aim to solve, and how to use them in real-world scenarios. You will also explore some of the more advanced patterns in the world of functional programming, such as monad transformers and Tagless Final. In the concluding chapters, you will be introduced to the actor model, implement it in modern functional languages, and explore the subject of parallel programming. By the end of the book, you will have mastered the concepts entailing functional programming along with object-oriented programming (OOP) to build robust applications. What you will learn Write reliable and scalable software based on solid foundations Explore the cutting edge of computer science research Effectively solve complex architectural problems in a robust way Avoid unwanted outcomes such as errors or delays and focus on business logic Write parallel programs in a functional style using the actor model Use functional data structures and collections in your day-to-day work Who this book is for If you are from an imperative and OOP background, this book will guide you through the world of functional programming, irrespective of which programming language you use.
Book Synopsis Clojure for the Brave and True by : Daniel Higginbotham
Download or read book Clojure for the Brave and True written by Daniel Higginbotham and published by No Starch Press. This book was released on 2015-10-15 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: For weeks, months—nay!—from the very moment you were born, you’ve felt it calling to you. At long last you’ll be united with the programming language you’ve been longing for: Clojure! As a Lisp-style functional programming language, Clojure lets you write robust and elegant code, and because it runs on the Java Virtual Machine, you can take advantage of the vast Java ecosystem. Clojure for the Brave and True offers a "dessert-first" approach: you’ll start playing with real programs immediately, as you steadily acclimate to the abstract but powerful features of Lisp and functional programming. Inside you’ll find an offbeat, practical guide to Clojure, filled with quirky sample programs that catch cheese thieves and track glittery vampires. Learn how to: –Wield Clojure’s core functions –Use Emacs for Clojure development –Write macros to modify Clojure itself –Use Clojure’s tools to simplify concurrency and parallel programming Clojure for the Brave and True assumes no prior experience with Clojure, the Java Virtual Machine, or functional programming. Are you ready, brave reader, to meet your true destiny? Grab your best pair of parentheses—you’re about to embark on an epic journey into the world of Clojure!
Book Synopsis Vector and Parallel Processing - VECPAR'96 by : Jack Dongarra
Download or read book Vector and Parallel Processing - VECPAR'96 written by Jack Dongarra and published by Springer Science & Business Media. This book was released on 1997-04-09 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes a carefully arranged selection of revised full papers chosen from the presentations given at the Second International Conference on Vector and Parallel Processing - Systems and Applications, VECPAR'96, held in Porto, Portugal, in September 1996. Besides 10 invited papers by internationally leading experts, 17 papers were accepted from the submitted conference papers for inclusion in this documentation following a second round of refereeing. A broad spectrum of topics and applications for which parallelism contributes to progress is covered, among them parallel linear algebra, computational fluid dynamics, data parallelism, implementational issues, optimization, finite element computations, simulation, and visualisation.
Author :Lenore M. Restifo Mullin Publisher :Springer Science & Business Media ISBN 13 :146154002X Total Pages :319 pages Book Rating :4.4/5 (615 download)
Book Synopsis Arrays, Functional Languages, and Parallel Systems by : Lenore M. Restifo Mullin
Download or read book Arrays, Functional Languages, and Parallel Systems written by Lenore M. Restifo Mullin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: During a meeting in Toronto last winter, Mike Jenkins, Bob Bernecky and I were discussing how the two existing theories on arrays influenced or were in fluenced by programming languages and systems. More's Army Theory was the basis for NIAL and APL2 and Mullin's A Mathematics of A rmys(MOA) , is being used as an algebra of arrays in functional and A-calculus based pro gramming languages. MOA was influenced by Iverson's initial and extended algebra, the foundations for APL and J respectively. We discussed that there is a lot of interest in the Computer Science and Engineering communities concerning formal methods for languages that could support massively parallel operations in scientific computing, a back to-roots interest for both Mike and myself. Languages for this domain can no longer be informally developed since it is necessary to map languages easily to many multiprocessor architectures. Software systems intended for parallel computation require a formal basis so that modifications can be done with relative ease while ensuring integrity in design. List based lan guages are profiting from theoretical foundations such as the Bird-Meertens formalism. Their theory has been successfully used to describe list based parallel algorithms across many classes of architectures.
Book Synopsis Parallel Computers by : Philip C. Treleaven
Download or read book Parallel Computers written by Philip C. Treleaven and published by . This book was released on 1990-02-09 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book brings together in one source a comprehensive review of the work of ESPRIT Project 415. It also provides a good overview of the general area of novel parallel computer architectures and programming languages. Chapter 1 provides a survey of parallel computing research in Europe; chapter 2 provides a background to parallel computing techniques. It comprises sections on the major application areas of parallel processing, high level programming languages, models of parallel computation, parallel hardware architectures, language implementation & execution. Chapters 3, 4 describe the work of Subproject A; chapters 5 through 9 present Subprojects B to F, respectively.
Book Synopsis Parallel Programming in a Functional Language by : Jacek Olszewski
Download or read book Parallel Programming in a Functional Language written by Jacek Olszewski and published by . This book was released on 1991 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "This article presents functional programming as a model of parallel programming, suitable for a variety of hardware architectures, including data flow machines, systolic arrays, and networks of computing facilities that communicate one with another. It shows that a lazy functional language with functions of higher orders may be an appropriate tool for parallel programming. Programs written in such a language, apart from obvious -- sequential -- interpretation, may also, without any change of their meanings, be interpreted as parallel evaluations of the functions involved. Examples of programs for data flow machines, systolic arrays, and networks of communicating computing facilities are given in Miranda."
Book Synopsis Introduction to High Performance Scientific Computing by : Victor Eijkhout
Download or read book Introduction to High Performance Scientific Computing written by Victor Eijkhout and published by Lulu.com. This book was released on 2010 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications.
Book Synopsis The Data Parallel Programming Model by : Guy-Rene Perrin
Download or read book The Data Parallel Programming Model written by Guy-Rene Perrin and published by Springer Science & Business Media. This book was released on 1996-09-11 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Functional Programming and Parallel Graph Rewriting by : Rinus Plasmeijer
Download or read book Functional Programming and Parallel Graph Rewriting written by Rinus Plasmeijer and published by Addison Wesley Publishing Company. This book was released on 1993 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the techniques of functional programming, the associated computational models, and the implementation of functional programming languages on both sequential and parallel machines. The authors present the desciptive power and semantic elegance of functional programming languages using Miranda as an example language.
Book Synopsis Implementation of Functional Languages by : Ricardo Pena
Download or read book Implementation of Functional Languages written by Ricardo Pena and published by Springer Science & Business Media. This book was released on 2003-05-20 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 14th International Workshop on the Implementation of Functional Languages, IFL 2002, held in Madrid, Spain in September 2002. The 15 revised full papers presented were carefully selected from 25 submissions during two rounds of reviewing and revision. Among the topics addressed are language concepts, type checking, compilation techniques, abstract interpretation, automatic program generation, machine architecture, array processing, concurrent and parallel programming and program execution, heap management, runtime profiling and performance measurement, debugging and tracing, verification of functional programs, and tools and programming techniques.
Book Synopsis Patterns and Skeletons for Parallel and Distributed Computing by : Fethi A. Rabhi
Download or read book Patterns and Skeletons for Parallel and Distributed Computing written by Fethi A. Rabhi and published by Springer Science & Business Media. This book was released on 2011-06-28 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Patterns and Skeletons for Parallel and Distributed Computing is a unique survey of research work in high-level parallel and distributed computing over the past ten years. Comprising contributions from the leading researchers in Europe and the US, it looks at interaction patterns and their role in parallel and distributed processing, and demonstrates for the first time the link between skeletons and design patterns. It focuses on computation and communication structures that are beyond simple message-passing or remote procedure calling, and also on pragmatic approaches that lead to practical design and programming methodologies with their associated compilers and tools. The book is divided into two parts which cover: skeletons-related material such as expressing and composing skeletons, formal transformation, cost modelling and languages, compilers and run-time systems for skeleton-based programming.- design patterns and other related concepts, applied to other areas such as real-time, embedded and distributed systems. It will be an essential reference for researchers undertaking new projects in this area, and will also provide useful background reading for advanced undergraduate and postgraduate courses on parallel or distributed system design.
