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Functions, Objects and Parallelism

Functions, Objects and Parallelism
Author: C. K. Yuen
Publisher: World Scientific
Total Pages: 200
Release: 1999
Genre: Computers
ISBN: 9789810240493

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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.


R Programming for Data Science

R Programming for Data Science
Author: Roger D. Peng
Publisher:
Total Pages: 0
Release: 2012-04-19
Genre: R (Computer program language)
ISBN: 9781365056826

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Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredible quantities of data being generated. But to extract value from those data, one needs to be trained in the proper data science skills. The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code. With the fundamentals provided in this book, you will have a solid foundation on which to build your data science toolbox.


Object Orientation with Parallelism and Persistence

Object Orientation with Parallelism and Persistence
Author: Burkhard Freitag
Publisher: Springer Science & Business Media
Total Pages: 245
Release: 2012-12-06
Genre: Computers
ISBN: 1461314372

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Both object orientation and parallelism are modern programming paradigms which have gained much popularity in the last 10-15 years. Object orientation raises hopes for increased productivity of software generation and maintenance methods. Parallelism can serve to structure a problem but also promises faster program execution. The two areas of computing science in which these paradigms play the most prominent role are programming languages and databases. In programming languages, one can take an academic approach with a primary focus on the generality of the semantics of the language constructs which support the respective paradigm. In databases, one is willing to restrict the power of the constructs in the interest of increased efficiency. Inter- and intra-object parallelism have received an increasing amount of attention in the last few years by researchers in the area of object- oriented programming. At first glance, an object is very similar to a process which offers services to other processes and demands services from them. It has, however, transpired that object-oriented concepts cause problems when combined with parallelism. In programming languages, the introduction of parallelism and the synchronization constraints it brings with it can get in the way of code reusability. In databases, the combination of object orientation and parallelism requires, for example, a generalization of the transaction model, new approaches to the specification of information systems, an implementation model of object communication, and the design of an overall system architecture. There has been insufficient communication between researchers in programming languages and in databases on these issues. Object Orientation with Parallelism and Persistence grew out of a Dagstuhl Seminar of the same title in April 1995 whose goal it was to put the new research area `object orientation with parallelism' on an interdisciplinary basis. Object Orientation with Parallelism and Persistence will be of interest to researchers and professionals working in software engineering, programming languages, and database systems.


New Concepts for Parallel Object-Relational Query Processing

New Concepts for Parallel Object-Relational Query Processing
Author: Michael Jaedicke
Publisher: Springer
Total Pages: 163
Release: 2003-06-30
Genre: Computers
ISBN: 3540455078

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During the last few years, parallel object-relational database management systems have emerged as the leading data management technology on the market. These systems are extensible by user-defined data types and user-defined functionality for the data. This work focuses on the efficient parallel execution of user-defined functionality. The main contributions describe techniques to support data parallelism for user-defined scalar and aggregate functions and intra-function parallelism for the execution of a scalar function on a large object, and a new technology to provide extensibility with regard to new set-oriented database operations that can efficiently implement user-defined functionality in parallel object-relational database management systems.


Scientific Computing in Object-Oriented Parallel Environments

Scientific Computing in Object-Oriented Parallel Environments
Author: Yutaka Ishikawa
Publisher: Springer Science & Business Media
Total Pages: 516
Release: 1997-11-19
Genre: Computers
ISBN: 9783540638278

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Content Description #Includes bibliographical references and index.


Computing in Object-Oriented Parallel Environments

Computing in Object-Oriented Parallel Environments
Author: Satoshi Matsuoka
Publisher: Springer
Total Pages: 212
Release: 2006-12-29
Genre: Computers
ISBN: 3540466975

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This book constitutes the refereed proceedings of the Third International Symposium on Computing in Object-Oriented Parallel Environments, ISCOPE 99, held in San Francisco, CA, USA in December 1999. The 14 revised full papers presented together with six short papers were selected from 41 submissions. The papers are devoted to compilers and optimization techniques, new application fields, components and metacomputing, numerical frameworks, generic programming and skeletons, application-specific frameworks, and runtime systems and techniques.


Parallel Programming Systems - Proceedings Of A Jsps Seminar

Parallel Programming Systems - Proceedings Of A Jsps Seminar
Author: Chung Kwong Yuen
Publisher: World Scientific
Total Pages: 266
Release: 1993-06-09
Genre:
ISBN: 9814553336

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This volume contains papers presented at the Japan-Singapore joint seminar on Parallel Programming Systems sponsored by the Japan Society for the Promotion of Science. The papers cover recent research in Japan and Singapore on hardware systems and language processors for processing parallel programs. The areas discussed include dataflow machines, parallel functional and imperative languages, and parallel application algorithms.


Parallel R

Parallel R
Author: Ethan McCallum
Publisher: "O'Reilly Media, Inc."
Total Pages: 123
Release: 2011-10-28
Genre: Computers
ISBN: 1449309925

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R is a wonderful thing, indeed: in recent years this free, open-source product has become a popular toolkit for statistical analysis and programming. Two of R's limitations -- that it is single-threaded and memory-bound -- become especially troublesome in the current era of large-scale data analysis. It's possible to break past these boundaries by putting R on the parallel path. Parallel R will describe how to give R parallel muscle. Coverage will include stalwarts such as snow and multicore, and also newer techniques such as Hadoop and Amazon's cloud computing platform.


Specification of Parallel Algorithms

Specification of Parallel Algorithms
Author: Guy E. Blelloch
Publisher: American Mathematical Soc.
Total Pages: 413
Release: 1994
Genre: Computers
ISBN: 0821802534

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This volume contains papers presented at the DIMACS workshop on Specification of Parallel Algorithms, held in May 1994 at Princeton University. The goal of the workshop was to bring together some of the best researchers in parallel languages, algorithms, and systems to present and discuss recent developments in their areas of expertise. Among the topics discussed were new specification techniques for concurrent and distributed systems, behavioral and operational specification techniques, new parallel language and system abstractions, novel concurrent architectures and systems, large-scale parallel systems, specification tools and environments, and proof techniques for concurrent systems.


Computing in Object-Oriented Parallel Environments

Computing in Object-Oriented Parallel Environments
Author: Denis Caromel
Publisher: Springer
Total Pages: 253
Release: 2003-07-31
Genre: Computers
ISBN: 3540493727

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This volume contains the Proceedings of the International Symposium on C- puting in Object-Oriented Parallel Environments (ISCOPE ’98), held at Santa 1 Fe, New Mexico, USA on December 8{11, 1998. ISCOPE is in its second year, and continues to grow both in attendance and in the diversity of the subjects covered. ISCOPE’97 and its predecessor conferences focused more narrowly on scienti c computing in the high-performance arena. ISCOPE ’98 retains this emphasis, but has broadened to include discrete-event simulation, mobile c- puting, and web-based metacomputing. The ISCOPE ’98 Program Committee received 39 submissions, and acc- ted 10 (26%) as Regular Papers, based on their excellent content, maturity of development, and likelihood for widespread interest. These 10 are divided into three technical categories. Applications: The rst paper describes an approach to simulating advanced nuclear power reactor designs that incorporates multiple local solution - thods and a natural extension to parallel execution. The second paper disc- ses a Time Warp simulation kernel that is highly con gurable and portable. The third gives an account of the development of software for simulating high-intensity charged particle beams in linear particle accelerators, based on the POOMA framework, that shows performance considerably better than an HPF version, along with good parallel speedup.