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Research Directions in Parallel Functional Programming

Research Directions in Parallel Functional Programming PDF Author: Kevin Hammond
Publisher: Springer Science & Business Media
ISBN: 1447108418
Category : Computers
Languages : en
Pages : 507

Book Description
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.

Research Directions in Parallel Functional Programming

Research Directions in Parallel Functional Programming PDF Author: Kevin Hammond
Publisher: Springer Science & Business Media
ISBN: 1447108418
Category : Computers
Languages : en
Pages : 507

Book Description
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.

Research Directions in High-level Parallel Programming Languages

Research Directions in High-level Parallel Programming Languages PDF Author: Jean-Pierre Banâtre
Publisher: Springer
ISBN:
Category : Computers
Languages : en
Pages : 408

Book Description


Encyclopedia of Parallel Computing

Encyclopedia of Parallel Computing PDF Author: David Padua
Publisher: Springer Science & Business Media
ISBN: 038709766X
Category : Computers
Languages : en
Pages : 2211

Book Description
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

Central European Functional Programming School

Central European Functional Programming School PDF Author: Zoltán Horváth
Publisher: Springer
ISBN: 3540468455
Category : Computers
Languages : en
Pages : 257

Book Description
This volume presents eight carefully revised texts of selected lectures given by leading researchers of the field at the first Central European Functional Programming School, CEFP 2005, held in Budapest, Hungary, in July 2005. The eight revised full papers presented were carefully selected during two rounds of reviewing and improvement for inclusion in the book. The lectures cover a wide range of topics such as new programming language concepts for subtyping.

Process Algebra for Parallel and Distributed Processing

Process Algebra for Parallel and Distributed Processing PDF Author: Michael Alexander
Publisher: CRC Press
ISBN: 9781420064872
Category : Mathematics
Languages : en
Pages : 440

Book Description
Collects the Latest Research Involving the Application of Process Algebra to Computing Exploring state-of-the-art applications, Process Algebra for Parallel and Distributed Processing shows how one formal method of reasoning—process algebra—has become a powerful tool for solving design and implementation challenges of concurrent systems. Parallel Programming Divided into three parts, the book begins by parallelizing an algorithm for the Cell Broadband Engine processor of IBM, Sony, and Toshiba. It also develops a runtime environment that can be ported to different parallel platforms and describes the formal model of action systems. Distributed Systems The next part presents a process algebra (mCRL2) that targets distributed applications, looks at how to turn prose descriptions into unambiguous specifications, extends pi-calculus to create a service-oriented mobility abstract machine, and introduces the Channel Ambient Machine for mobile applications. Embedded Systems The final section combines state-based Z with the event-based process algebra CSP in a formal methodology called Circus. It also develops a pair of process algebras (PARS) to address the problem of scheduling in real-time embedded systems and emphasizes the reuse of concurrent artifacts across different hardware platforms. Highlighting recent research work, this volume addresses multicore programming problems and the evolution of the growing body of concurrency-enabled languages. It proposes solutions to the problems of designing and implementing today’s concurrency-constrained multicore processor and cloud architectures.

Implementation of Functional Languages

Implementation of Functional Languages PDF Author: Markus Mohnen
Publisher: Springer
ISBN: 354045361X
Category : Computers
Languages : en
Pages : 272

Book Description
This book constitutes the thoroughly refereed post-proceedings of the 12th International Workshop on Implementing Functional Languages, IFL 2000, held in Aachen, Germany in September 2000. The 15 revised full papers presented have gone through a thorough round of post-workshop reviewing and were selected from 33 workshop presentations. Among the topics covered are language concepts, type checking, compilation techniques, abstract interpretation, automatic program generation, abstract machine architectures, array processing, concurrent and parallel processing, heap management, runtime profiling, performance measurement, debugging and tracing, and tools and programming techniques.

Parallel Functional Languages and Compilers

Parallel Functional Languages and Compilers PDF Author: Boleslaw K. Szymanski
Publisher: Association for Computing Machinery (ACM)
ISBN:
Category : Computers
Languages : en
Pages : 440

Book Description


High-Level Parallel Programming Models and Supportive Environments

High-Level Parallel Programming Models and Supportive Environments PDF Author: Frank Mueller
Publisher: Springer
ISBN: 3540454012
Category : Computers
Languages : en
Pages : 142

Book Description
On the 23rd of April, 2001, the 6th Workshop on High-Level Parallel P- gramming Models and Supportive Environments (LCTES’98) was held in San Francisco. HIPShas been held over the past six years in conjunction with IPDPS, the Internation Parallel and Distributed Processing Symposium. The HIPSworkshop focuses on high-level programming of networks of wo- stations, computing clusters and of massively-parallel machines. Its goal is to bring together researchers working in the areas of applications, language design, compilers, system architecture and programming tools to discuss new devel- ments in programming such systems. In recent years, several standards have emerged with an increasing demand of support for parallel and distributed processing. On one end, message-passing frameworks, such as PVM, MPI and VIA, provide support for basic commu- cation. On the other hand, distributed object standards, such as CORBA and DCOM, provide support for handling remote objects in a client-server fashion but also ensure certain guarantees for the quality of services. The key issues for the success of programming parallel and distributed en- ronments are high-level programming concepts and e?ciency. In addition, other quality categories have to be taken into account, such as scalability, security, bandwidth guarantees and fault tolerance, just to name a few. Today’s challenge is to provide high-level programming concepts without s- ri?cing e?ciency. This is only possible by carefully designing for those concepts and by providing supportive programming environments that facilitate program development and tuning.

Implementation of Functional Languages

Implementation of Functional Languages PDF Author: Pieter Koopman
Publisher: Springer
ISBN: 3540446583
Category : Computers
Languages : en
Pages : 198

Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the 11th International Workshop on the Implementation of Functional Languages, IFL'99, held in Lochem, The Netherlands, in September 1999. The 11 revised full papers presented were carefully selected during two rounds of reviewing. The papers are organized in sections on applications, compilation techniques, language concepts, and parallelism.

Implementation and Application of Functional Languages

Implementation and Application of Functional Languages PDF Author: Viktória Zsók
Publisher: Springer
ISBN: 3540741305
Category : Computers
Languages : en
Pages : 272

Book Description
This volume constitutes the post-proceedings of the 18th International Workshop on Implementation and Applications of Functional Languages. Fifteen full papers are presented. Each one was submitted to two rounds of reviews to ensure accuracy, thoroughness, and readability. The papers address all current theoretical and methodological issues in functional and function-based languages.