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Pareto-based soft real-time task scheduling in multiprocessor systems 7

Pareto-based soft real-time task scheduling in multiprocesso...

引用

7th asia-pacific software engineering conference (ASPEC 2000)

作者： Oh, J Bahn, H Wu, C Koh, K Seoul Natl Univ Sch Engn & Comp Sci Seoul 151742 South Korea

ISBN: (纸本)0769509169

We develop a new method to map (i.e. allocate and schedule) real-time applications into certain multiprocessor systems. Its objectives are 1) the minimization of the number of processors used and 2) the minimization of the deadline missing time. Given a parallel program with real time constraints and a multiprocessor system, our method finds schedules of the program in the system which satisfy all the real time constraints with minimum number of processors. The minimization is carried out through a Pareto-based Generic Algorithm which independently considers the both goals, because they are non-commensurable criteria. Experimental results show that our scheduling algorithm achieved better performance than previous ones. The advantage of our method is that the algorithm producer not a single solution but a family of solutions known as the Pareto-optimal set, out of which designers can select optimal solutions appropriate for their environmental conditions.

关键词： Algorithm design and analysis Application software Computer science Genetic algorithms Minimization methods Multiprocessing systems Optimal scheduling Processor scheduling Real time systems Scheduling algorithm

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Labeling Feature-Oriented software Clusters for software Visualization Application 22

Labeling Feature-Oriented Software Clusters for Software Vis...

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22nd asia-pacific software engineering conference (APSEC)

作者： Yano, Keisuke Matsuo, Akihiko Fujitsu Labs Informat Syst Technol Lab Kawasaki Kanagawa Japan

ISBN: (纸本)9781467396448

software clustering techniques have been used to analyze the reality of software structure. The visualization of the detected clusters has also been studied. However, the features implemented by the detected clusters are not obvious and understanding them is a crucial part of the industrial use of software clustering. In this study, we examined the existing information retrieval method and found three major issues it has. We developed technical solutions for each of them: using hierarchical labeling, weighing the words likely representing the feature by considering an architectural convention, and modifying the idf score by the scale of the cluster. The effectiveness of our approach is validated through case studies using actual software products including a COBOL business application. Also, we faced two additional practical problems: effectiveness of the method words and plural and conjugated forms of the words. We found the method name words were less useful than the class name words, and lemmatization was successfully used to normalize the form of the words even in the case of program identifiers.

关键词： software maintenance software clustering program comprehension software visualization

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Automated Assessment and Evaluation of Contribution of Collaborative software engineering Development Process 27

Automated Assessment and Evaluation of Contribution of Colla...

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27th asia-pacific software engineering conference (APSEC)

作者： Ma, Kun Liu, Kun Du, Lixin Univ Jinan Shandong Prov Key Lab Network Based Intelligent C Jinan 250022 Peoples R China

ISBN: (纸本)9781728195537

In the context of New Generation of Information Technology (NGIT) and Emerging engineering Education (3E) in China, it is a new research hot topic to in evaluating students involvements and skills in engineering practice. Many automated assessment systems were developed specifically for the use case of grading student work. Sometimes, it is subjective evaluation and not always correct. These systems usually emphasize the training results, but neglects the process tracking od the result. In this paper, our automated assessment and evaluation of the contribution of collaborative software engineering training is proposed to evaluate student involving in software engineering training against a rubric feedback. Contributions of our method are automated assessment of laboratory environment and collaborative software development process, and cooperative development contribution model. Finally, the results of automated assessment of workload and its balance is analyzed to illustrate the effect of our software engineering training.

关键词： software engineering Training Vagrant Automated Assessment Continuous Integration Workload Agile software Development

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Providing the Guideline of Determining Quality Checklists Priorities Based on Evaluation Records of software Products

Providing the Guideline of Determining Quality Checklists Pr...

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15th asia-pacific software engineering conference

作者： Lee, Chongwon Lee, Byungjeong Wu, Chisu Univ Seoul Sch Comp Sci Seoul South Korea Seoul Natl Univ Sch Engn & Comp Sci Seoul 151 South Korea

ISBN: (纸本)9780769534466

COTS (commercial-off-the-shelf) software products are usually provided in a packaged style without the source code but with many ready-to-use functions. Generally, their vendors are reluctant to disclose the source code. Thus, the major way of quality evaluation and certification requires dynamic behavior testing, essentially black-box testing. Since observing every aspect of external software behavior is almost impossible, it is crucial to designate an adequate range for quality evaluation such as an adequate number of quality checklists or product quality metrics for external behavior testing. Hence, to establish rules of selecting quality evaluation criteria in systematic ways, there have been attempts to analyze and utilize the past records of software evaluation. 117 this paper, multiple characteristics of software are mapped as nodes to affect and determine the priority ranks of external software quality metrics on Bayesian belief network. The nodes are set to be under the influence of multiple inheritances so that every external characteristic of COTS software is considered thoroughly.

关键词： software quality

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Understanding the Effects of Code Clones on Modularity in software Systems

Understanding the Effects of Code Clones on Modularity in So...

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19th asia-pacific software engineering conference (APSEC)

作者： Yu, Liguo Ramaswamy, S. Vaidyanathan, A. Indiana Univ South Bend IN 46615 USA ABB Corp Res Ctr Ind Software Syst Bangalore Karnataka India

ISBN: (纸本)9780769549224

Modularity is an important software design principle. One key point in the design of high quality software products is avoiding code clones, i.e., a portion of source code that is identical or similar to another. During the software evolution process, new code segments are frequently added. It is common to see that code clones accrue with the release of new versions of the product. Such accruement could be more serious in systems software, where new code segments are associated with similar functions or similar drivers. In this paper, we study code clones of two versions of the Linux kernel from the viewpoint of modularity. Our investigation finds that although quite some effort has been spent in Linux to remove some code clones, more code clones are typically added with the release of new versions. This has become a major issue that is potentially causing degradation of the modularity design principle within the Linux kernel.

关键词： code clone modularity system software Linux

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RobusTest: A Framework for Automated Testing of software Robustness

RobusTest: A Framework for Automated Testing of Software Rob...

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18th asia-pacific software engineering conference (APSEC)

作者： Shahrokni, Ali Feldt, Robert Chalmers Dept Comp Sci & Engn Gothenburg Sweden

ISBN: (纸本)9780769546094

Robustness of a software system is defined as the degree to which the system can behave ordinarily and in conformance with the requirements in extraordinary situations. By increasing the robustness many failures which decrease the quality of the system can be avoided or masked. When it comes to specifying, testing and assessing software robustness in an efficient manner the methods and techniques are not mature yet. This paper presents RobusTest, a framework for testing robustness properties of a system with currently focus on timing issues. The expected robust behavior of the system is formulated as properties. The properties are then used to automatically generate robustness test cases and assess the results. An implementation of RobusTest in Java is presented here together with results from testing different, open-source implementations of the XMPP instant messaging protocol. By executing 400 test cases that were automatically generated from properties on two such implementations we found 11 critical failures and 15 nonconformance problems as compared to the XMPP specification.

关键词： Robustness real time systems testing timing temporal property property based testing

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A Context Based Approach for Recommending Move Class Refactoring 27

A Context Based Approach for Recommending Move Class Refacto...

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27th asia-pacific software engineering conference (APSEC)

作者： Rahman, Md Masudur Satter, Abdus Ahsanullah Univ Sci & Technol Dept Comp Sci & Engn Dhaka Bangladesh Univ Dhaka Inst Informat Technol Dhaka Bangladesh

ISBN: (纸本)9781728195537

Misplacement of classes makes poor design quality of an application in terms of software modularization. It causes inefficient software design and increases maintenance cost, time and effort. So, placement of classes is one of the most important design activities to optimize modularization in any object oriented application. Move class, a refactoring technique assists to achieve this design aspect by placing a target class in a more appropriate package (or folder). Although it is an important design aspect, there exist few works regarding this refactoring technique. However, existing works have not considered contextual information of an application, though context of classes in a package provides significant information to group related classes. Therefore, this paper proposes an idea of recommending move class refactoring for a target class based on the contextual similarity between the class's current package and the other packages of the application. An Information Retrieval (IR) technique, cosine similarity is used to measure context based similarity which provides a new dimension in the refactoring research field.

关键词： Move Class Refactoring Contextual Similarity software Modularization

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A Concurrent Feedback Development Method and Its Application to Automotive software Development 22

A Concurrent Feedback Development Method and Its Application...

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22nd asia-pacific software engineering conference (APSEC)

作者： Hayashi, Kengo Aoyama, Mikio Kobata, Keiji DENSO CORP Driving Assist & Safety Engn Dev 4 Kariya Aichi Japan Nanzan Univ Dept Software Engn Nagoya Aichi Japan DENSO E&TS TRAINING CTR CORP Engn Educ Dev Dept Obu Japan

ISBN: (纸本)9781467396448

This paper proposes an approach to concurrent feedback development method in the software development of automotive systems. The automotive software is increasing its size and complexity. Therefore, it has become more difficult to ensure quality. At the same time, automobile manufacturers demand to shorten the development time. Conventionally, we developed the software in the two phases of "prototype development for developing requirements significations" and "product software development based on the requirements specifications". In this article, we propose the concurrent feedback development method using the prototype in the specification development. The proposed concurrent feedback loop model consists of three patterns of feedback loop to evolve the product concurrently. We demonstrated a reduction of the development time and improved the internal quality of the product in our automotive system development.

关键词： concurrent development evolutionary prototyping automotive software agile development feedback control

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Extracting Insights from the Topology of the JavaScript Package Ecosystem 24

Extracting Insights from the Topology of the JavaScript Pack...

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24th asia-pacific software engineering conference (APSEC)

作者： Lertwittayatrai, Nuttapon Kula, Raula Gaikovina Onoue, Saya Hata, Hideaki Rungsawang, Arnon Leelaprute, Pattara Matsumoto, Kenichi Kasetsart Univ Fac Engn Bangkok Thailand Nara Inst Sci & Technol Ikoma Japan

ISBN: (纸本)9781538636817

software ecosystems have had a tremendous impact on computing and society, capturing the attention of businesses, researchers, and policy makers alike. Massive ecosystems like the JavaScript node package manager (npm) is evidence of how packages are readily available for use by software projects. Due to its high-dimension and complex properties, software ecosystem analysis has been limited. In this paper, we leverage topological methods in visualize the high-dimensional datasets from a software ecosystem. Topological Data Analysis (TDA) is an emerging technique to analyze high-dimensional datasets, which enables us to study the shape of data. We generate the npm software ecosystem topology to uncover insights and extract patterns of existing libraries by studying its localities. Our real world example reveals many interesting insights and patterns that describes the shape of a software ecosystem.

关键词： Ecosystems Topology software Licenses Shape Feature extraction Data mining

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Fault Localization Based on Multi-Level Similarity of Execution Traces

Fault Localization Based on Multi-Level Similarity of Execut...

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16th asia-pacific software engineering conference

作者： Wang, Xinping Gu, Qing Zhang, Xin Chen, Xiang Chen, Daoxu Nanjing Univ Dept Comp Sci & Technol State Key Lab Novel Software Technol Nanjing 210008 Jiangsu Peoples R China

ISBN: (纸本)9780769539096

Since automated fault localization can improve the efficiency of both the testing and debugging process, it is an important technique for the development of reliable software. This paper proposes a novel fault localization approach based on multi-level similarity of execution traces, which is suitable for object-oriented software. It selects useful test cases at class level and computes code suspiciousness at block level. We develop a tool that implements the approach, and conduct empirical studies to evaluate its effectiveness. The experimental results show that our approach has the potential to be effective in localizing faults for object-oriented software.

关键词： software testing fault localization object-oriented execution trace multi-level similarity

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