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Library composition and adaptation using c++ concepts 07

Library composition and adaptation using c++ concepts

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Järvi, Jaakko Marcus, Matthew A. Smith, Jacob N. Texas A and M University College Station TX United States Adobe Systems Inc. Seattle WA United States

ISBN: (纸本)9781595938558

Large scale software is composed of libraries produced by different entities. Non-intrusive and efficient mechanisms for adapting data structures from one library to conform to APIs of another are essential for the success of large software projects. Concepts and concept maps, planned features for the next version of C++, have been designed to support adaptation, promising generic, non-intrusive, efficient, and identity preserving adapters. this paper analyses the use of concept maps for library composition and adaptation, comparing and contrasting concept maps to other common adaptation mechanisms. We report on two cases of data structure adaptation between different libraries, indicating best practices and idioms along the way. First, we adapt GUI controls from several frameworks for use with a generic layout engine, extending the application of concepts to run-time polymorphism. Second, we develop a transparent adaptation layer between an image processing library and a graph algorithm library, enabling the efficient application of graph algorithms to the image processing domain. Copyright © 2007 ACM.

关键词： Object oriented programming

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Seamless development of software product lines 07

Seamless development of software product lines

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Laguna, Miguel A. González-Baixauli, Bruno Marqués, José M. Department of Computer Science University of Valladolid

ISBN: (纸本)9781595938558

One of the key problems in the development of software product lines is the representation and management of variability and commonality. the customary way to define both aspects is by means of feature models that also allow the configuration of each specific application within the product line to be selected. However the control of traceability between the features and the architectural models (generally based on UML) is not simple. the fundamental reasons are the complexity of the traceability relationships, and the fact that the same modeling mechanisms (e.g., the specialization in a class diagram) serve to express the variation points in the models that represent the product line and in each specific application. the aim of this work is to use the package merge mechanism of the UML 2 infrastructure meta-model as the representation (and support for the configuration) of the variability in the product line while reserving the classical mechanisms (the specialization in the structural models, the > relationship in the use case models, etc.) to express the variants in execution time of each specific application. the structure of the feature models is directly reflected in the relationships between packages in the architectural models, so the traceability of the configuration decisions is straightforward. the direct implementation of the package merge mechanism using the facility of partial classes of languages such as C# is an additional advantage that leads to the ideal of "seamless development". Copyright © 2007 ACM.

关键词： Software engineering

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Open multi-methods for c++ 07

Open multi-methods for c++

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Pirkelbauer, Peter Solodkyy, Yuriy Stroustrup, Bjarne Texas A and M University College Station TX 77843-3112

ISBN: (纸本)9781595938558

Multiple dispatch - the selection of a function to be invoked based on the dynamic type of two or more arguments - is a solution to several classical problems in object-oriented programming. Open multi-methods generalize multiple dispatch towards open-class extensions, which improve separation of concerns and provisions for retroactive design. We present the rationale, design, implementation, and performance of a language feature, called open multi-methods, for C++. Our open multi-methods support both repeated and virtual inheritance. Our call resolution rules generalize both virtual function dispatch and overload resolution semantics. After using all information from argument types, these rules can resolve further ambiguities by using covariant return types. Great care was taken to integrate open multi-methods with existing C++ language features and rules. We describe a model implementation and compare its performance and space requirements to existing open multi-method extensions and workaround techniques for C++. Compared to these techniques, our approach is simpler to use, catches more user mistakes, and resolves more ambiguities through link-time analysis, runs significantly faster, and requires less memory. In particular, the runtime cost of calling an open multi method is constant and less than the cost of a double dispatch (two virtual function calls). Finally, we provide a sketch of a design for open multi-methods in the presence of dynamic loading and linking of libraries. Copyright © 2007 ACM.

关键词： Computer programming languages

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Simple and safe SQL queries with c++ templates 07

Simple and safe SQL queries with c++ templates

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Gil, Joseph Lenz, Keren Department of Computer Science Technion-Israel Institute of Technology Technion City Haifa 32000 Israel

ISBN: (纸本)9781595938558

Most software applications use a relational database for data management and storage. Interaction with such a database is often done by letting the program construct strings with valid SQL statements, which are then sent for execution to the database engine. the fact that these statements are only checked for correctness at runtime is a source for many potential problems such as type and syntax errors and vulnerability to injection attacks. the ARARAT system presented here offers a method for dealing with these predicaments, by coercing the host C++ compiler to do the necessary checks of the generated strings. A library of templates and preprocessor directives effectively extends C++ with a little language representing an augmented relational algebra formalism. Type checking of this language extension, carried out by our template library, assures, at compile-time, the correctness and safety of the generated SQL strings. that is to say that all SQL statements constructed by the system are syntactically correct, legal with respect to the database schema, and immune to injection attacks. Standard techniques (e.g., "expression templates") for compile time representation of symbolic structures, are enhanced in our system to support a type system (featuring structural equivalence) and a symbol table lookup of the symbolic structure. Our work may also open the way for embedding other domain specific languages in C++. the system provides also initial support for the task of defining C++ data structures required for storing the results returned by database queries. An optional pre-processor can be used to define the database scheme to the C++ program. Copyright © 2007 ACM.

关键词： Object oriented programming

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Can we teach computers to write fast libraries 07

Can we teach computers to write fast libraries

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GPCE'07 - 6th international conference on generative programming and component engineering

作者： Püschel, Markus Electrical and Computer Engineering Carnegie Mellon University 5000 Forbes Ave Pittsburgh PA 15232 United States

ISBN: (纸本)9781595938558

As the computing world "goes multicore", high performance library development finally becomes a nightmare. Optimal programs, and their underlying algorithms, have to be adapted to take full advantage of the platform's parallelism, memory hierarchy, and available instruction set. To make things worse, the best implementations are often platform-dependent and platforms are constantly evolving, which quickly renders libraries obsolete. As a consequence, developers are forced to permanently re-implement and re-optimize the same functionality and often even revert to assembly coding just as 50 years ago. A number of research efforts have started to address this problem in a new area called Automatic Performance Tuning with the common goal to rethink the way libraries are created. In this talk we present Spiral (***), a program generation system for linear transforms. Spiral generates highly optimized, platform-tuned implementations of transforms directly from a problem specification. For a user-specified transform, Spiral generates alternative algorithms, optimizes them, compiles them into programs, and "intelligently" searches for the best match to the computing platform. the main idea behind Spiral is a mathematical, declarative framework to represent algorithms and the use of rewriting systems to generate and optimize algorithms at a high level of abstraction. Optimization includes parallelization for vector architectures, shared and distributed memory platforms, GPUs, and even FPGAs. Experimental results show that the code generated by Spiral competes with, and sometimes outperforms, the best available human-written library code. Further, recent research shows that it may be possible to extend Spiral into other domains such as coding or linear algebra. As for the question in the title: Spiral shows that, at least for well-understood problem domains, a positive answer may be in reach.

关键词： Digital libraries

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A type-level approach to component prototyping

A type-level approach to component prototyping

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SYANCO'07: international Workshop on Synthesis and Analysis of component Connectors: 6th ESEC(European Software engineering conference)/FSE(Foundations of Software engineering) Joint Meeting

作者： Barbosa, Luís Cunha, Jácome Visser, Joost DI-CCTC Univ. do Minho Portugal Software Improvement Group Netherlands

Algebraic theories for modeling components and their interactions offer abstraction over the specifics of component states and interfaces. For example, such theories deal with forms of sequential composition of two components in a manner independent of the type of data stored in the states of the components, and independent of the number and types of methods offered by the interfaces of the combinators. General purpose programming languages do not offer this level of abstraction, which implies that a gap must be bridged when turning component models into implementations. In this paper, we present an approach to prototyping of component-based systems that employs so-called type-level programming (or compile-time computation) to bridge the gap between abstract component models and their type-safe implementation in a functional programming language. We demonstrate our approach using Barbosa's model of components as generalized Mealy machines. For this model, we develop a combinator library in Haskell, which uses type-level programming with two effects. Firstly, wiring between components is computed during compilation. Secondly, the well-formedness of the component compositions is guarded by Haskell's strong type system. Copyright 2007 ACM.

关键词： Software prototyping

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Model-driven engineering for development-time QoS validation of component-based software systems

Model-driven engineering for development-time QoS validation...

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14th Annual IEEE international conference and Workshop on engineering of Computer-Based Systems (ECBS 2007)

作者： Hill, James H. Tambe, Sumant Gokhale, Aniruddha Vanderbilt Univ 221 Kirkland Hall Nashville TN 37240 USA

ISBN: (纸本)9780769527727

Model-driven engineering (MDE) techniques are increasingly being used to address many of the development and operational lifecycle concerns of large-scale component-based systems. One such concern lacking significant research deals with the validation of quality-of-service (QoS) properties of component-based systems throughout their development lifecycle instead of waiting until system integration time, which is very late and can be detrimental to project schedules and costs. this paper describes our novel MDE-based solution to address this challenge. At the core of our solution approach are (1) a set of domain-specific modeling languages that allow us to mimic component "business logic," and (2) a generative programming framework that synthesizes empirical benchmarking codefor system emulation and continuous QoS evaluation.

关键词： model-driven system engineering continuous QoS validation code generation

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Session details: Session 6 07

Session details: Session 6

引用

Proceedings of the 6th international conference on generative programming and component engineering

作者： Peter Sestoft IT University of Copenhagen

No abstract available.

ISBN: (纸本)9781595938558

No abstract available.

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Reuse of database access layer components in JEE product lines: Limitations and a possible solution (Case Study)

Reuse of database access layer components in JEE product lin...

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19th international conference on Software engineering and Knowledge engineering, SEKE 2007

作者： Peng, Ding Jarzabek, Stan Rajapakse, Damith C. Zhang, Hongyu Department of Computer Science School of Computing National University of Singapore Singapore Singapore Tsinghua University China

ISBN: (纸本)9781627486613

We set up an experiment to evaluate JEE as a platform for product line development. While JEE provides many useful mechanisms for reuse of common services/components, still we found that systematic across-the-board reuse in application domain-specific areas was hard. the main difficulty was the lack of a mechanism to represent groups of similar components in a generic, adaptable form. Such similar components arise as the number of variant features of a product line grows, and we need to accommodate legal combinations of variant features in components of a product line architecture. Such uncontrolled growth of similar component versions hinders productivity of reuse-based development and raises maintenance costs. In the paper, we study the manifestation of this problem in the JEE™ database access layer. Interactive Development Environments such as NetBeans or JBuilder speed up the development process, but they do not address the source of the problem, which is the lack of mechanisms to design generic components capable of accommodating variant features in various combinations. We filled this gap with a "mixed strategy" solution based on generative programming technique of XVCL applied on top of JEE. In the paper, we highlight the nature of the problems we encountered and our solution. Copyright © (2007) by Knowledge Systems Institute (KSI).

关键词： Knowledge engineering

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ICA Based on KPCA and Hybrid Flexible Neural Tree to Face Recognition

ICA Based on KPCA and Hybrid Flexible Neural Tree to Face Re...

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Computer Information Systems and Industrial Management Applications (CISIM)

作者： Jin Zhou Yang Liu Yuehui Chen School of Information Science and Engineering University of Ji''nan Jinan Shandong China

In this paper, a new approach using independent component analysis (ica) and hybrid Flexible Neural Tree (FNT) is put forward for face recognition. To improve the quality of the face images, a series of image pre-processing techniques, which include histogram equalization, edge detection and geometrical transformation are used. the ICA based on Kernel principal component analysis (KPCA) and FastICA is employed to extract features, and the Hybrid FNT is used to identify the faces. To accelerate the convergence of the FNT and improve the quality of the solutions, the extended compact genetic programming (ECGP) and particle swarm optimization (PSO) are applied to optimize the FNT structure and parameters. the experimental results show that the proposed framework is efficient for face recognition.

关键词： Independent component analysis Face recognition Face detection Histograms Image edge detection Kernel Principal component analysis Feature extraction Acceleration Genetic programming

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