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A mixed-language programming methodology for high performance Java computing

引用

IFlP tc2/wg2.5 working conference on the Architecture of Scientific Software

作者： Getov, Vladimir S. School of Computer Science University of Westminster Watford Road Northwick Park Harrow HAl 3TP United Kingdom Los Alamos National Laboratory Los Alamos NM United States

ISBN: (纸本)9781475767193

Java is quickly becoming the most popular platform for distributed computing. However, its performance is still subject to concerns in comparison to other programming languages such as C and Fortran. As a consequence, programmers of high-performance applications are usually reluctant to embrace Java as an alternative language in their work. This article introduces the Java-to-C Interface (JCI) tool which generates automatically the wrapper code interfacing existing scientific libraries to Java. Thus, facilitating rapid development and software reuse, the JCI tool provides application programmers with immediate accessibility to existing scientific libraries from Java. While beneficial to the software developer, the additional advantages of mixed-language programming in terms of application performance are addressed in detail within the context of this work. We also present analysis and comparisons of evaluation results for mixed-language codes in Java and C/Fortran on a high-performance distributed memory computer (IBM SP-2). The NAS Embarrassingly Parallel and Integer Sort benchmarks as well as the Matrix Multiplication kernel from the PARKBENCH suite were selected for our experiments. The evaluation results demonstrate the feasibility and efficiency of our mixed-language programming methodology with Java. © 2001 by Springer Science+Business Media New York.

关键词： Computer software reusability

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Formal methods for high-performance linear algebra libraries

引用

IFlP tc2/wg2.5 working conference on the Architecture of Scientific Software

作者： Gunnels, John A. van de Geijn, Robert A. Department of Computer Sciences The University of Texas at Austin Austin TX 78712 United States

ISBN: (纸本)9781475767193

A colleague of ours, Dr. Timothy Mattson of Intel, once made the following observation: "Literature professors read literature. Computer Science professors should at least occasionally read code." The point he was making was that in order to write superior prose one needs to read good (and bad) literature. Analogously, it is our thesis that exposure to elegant (and ugly) programs tends to yield the insights which are necessary if one wishes to produce consistently well-written code. Since the advent of high-performance distributed-memory parallel computing, the need for intelligible code has become ever greater. Development and maintenance of libraries for these kinds of architectures is simply too complex to be amenable to conventional approaches to coding. Attempting to do so has led to the production of an abundance of inefficient, anfractuous code that is difficult to maintain and nigh-impossible to upgrade. Having struggled with these issues for more than a decade, we have arrived at a conclusion which is somewhat surprising to us: the answer is to apply formal methods from Computer Science to the development of high-performance linear algebra libraries. The resulting approach has consistently resulted in aesthetically-pleasing, coherent code that greatly facilitates performance analysis, intelligent modularity, and the enforcement of program correctness via assertions. Since the technique is completely language-independent, it lends itself equally well to a wide spectrum of programming languages (and paradigms) ranging from C and Fortran to C++ and Java. In this paper, we illustrate our observations by looking at our Formal Linear Algebra Methods Environment (FLAME). © 2001 by Springer Science+Business Media New York.

关键词： C++ (programming language)

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Type restrictions and method interfaces in object-oriented database programming

Proceedings of the IFIP TC2/WG 2.6 Working Conference on Obj...

引用

Proceedings of the ifip tc2/wg 2.6 working conference on Object-Oriented Databases: Analysis, Design and Construction 1990年 183-183页

作者： Choi, I. Mannino, M.V. Tseng, V.P.

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