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检索条件"任意字段=IEEE International Conference on Software - Science, Technology and Engineering 2005"

共 39470 条记录，以下是71-80 订阅

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RSAGEL: A Hybrid Graph Neural Network Based Intrusion Detection Model for software Defined Networking 9

RSAGEL: A Hybrid Graph Neural Network Based Intrusion Detect...

引用

9th international conference on Information science, Computer technology and Transportation, ISCTT 2024

作者： Zhang, Yue Liu, Wanxiao Chen, Jue Ma, Yurui College of Electronic and Electric Engineering Shanghai University of Engineering Science Shanghai China

ISBN: (纸本)9798350388435

software Defined Networking (SDN) has emerged as a revolutionary network architecture aimed at surpassing the constraints inherent in traditional network infrastructures. As SDN adoption increases, it brings additional complexities to the domain of network security. This study focuses on the detection of anomalous behaviors and the classification of various network attack types within the SDN *** hybrid model Residual-GraphSAGE-LSTM(RSAGEL) introduced in this paper provides a robust approach to address intrusion detection challenges in SDN environments. The advantages of this model are utilized to effectively process graph structured data, achieving an accuracy 4.5% higher than traditional deep learning algorithms on the InSDN dataset. ©2024 ieee.

关键词： Network intrusion

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Design of a Magnetic Loop Antenna Suitable for High Frequency Communication in Moving Vehicle

Design of a Magnetic Loop Antenna Suitable for High Frequenc...

引用

2024 ieee international conference on Computational Electromagnetics, ICCEM 2024

作者： Liu, Kewei Zhao, Yingyan Cao, Qunsheng College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics Nanjing China

ISBN: (纸本)9798350383317

In this paper, a near vertical incident skywave (NVIS) shortwave magnetic loop antenna suitable for engineering applications is proposed and designed, and the effects of its structural form, size, and impedance matching on antenna performance is analyzed. The antenna has been successfully applied in practical vehicle systems with good results. © 2024 ieee.

关键词： Loop antennas

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An Explainable Automated Model for Measuring software Engineer Contribution 24

An Explainable Automated Model for Measuring Software Engine...

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39th ACM/ieee international conference on Automated software engineering (ASE)

作者： Li, Yue Zhang, He Jin, Yuzhe Ren, Zhong Dong, Liming Lyu, Jun Yang, Lanxin Lo, David Shao, Dong Nanjing Univ State Key Lab Novel Software Technol Nanjing Peoples R China CSIRO Data61 Canberra ACT Australia Singapore Management Univ Singapore Singapore

ISBN: (数字)9798400712487

ISBN: (纸本)9798400712487

software engineers play an important role throughout the software development life-cycle, particularly in industry emphasizing quality assurance and timely delivery. Contribution measurement provides proper incentives to software engineers that motivate them to continuously improve the quality and efficiency of their work. However, existing research tends to ignore contribution measurement for software engineers in practice, relying heavily on peer review and lacking objectivity and transparency. Specifically, these studies still have two weaknesses. First, a few studies explore which metrics can be useful for contribution measurement in practice. Second, managers measure the contribution of software engineers based on their experience and lack of explainable automated tools to assist them. To this end, we conduct mixed-method studies to investigate contribution measurement in the enterprise, and then propose an explainable model for measuring the contribution of software engineers. First, we collect and synthesize 16 metrics for contribution measurement by interviewing 18 industrial practitioners. Second, we propose an explainable model, called MEMENTO, integrating Multi-dimEnsional MEtrics for measuriNg conTributiOn. We conduct an industrial case study with a global enterprise to evaluate and refine MEMENTO. Finally, we administer a survey to industrial practitioners to verify whether the explainable model is useful for contribution analysis, which resulted in 67 valid responses. MEMENTO is used by the enterprise to measure the contribution of 5,174 employees. A total of 100 employees are identified as low contributors by MEMENTO, and the five reasons for their low contribution are determined based on the results of our explainable model. The results indicate that MEMENTO can effectively measure the contribution of software engineers, which provides a practical reference for researchers interested in contribution measurement.

关键词： Contribution measurement mining software repository quantitative measurement

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Energy Optimization in software: A Comparative Analysis of Programming Languages and Code-Execution Strategies 9

Energy Optimization in Software: A Comparative Analysis of P...

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9th international engineering, sciences and technology conference, IESTEC 2024

作者： Camargo-Henriquez, Ismael Martinez-Rojas, Anthony Castillo-Sanchez, Gema Universidad Tecnológica de Panamá Panamá Panama

ISBN: (纸本)9798350377156

This study investigates the differences in energy consumption between various programming languages, comparing those executed natively with those run on a Virtual Machine. The results challenge existing assumptions about the energy efficiency of software development practices. The findings reveal a positive correlation between the code execution strategy and resource consumption. Additionally, the study identifies key factors influencing the energy efficiency of applications beyond the choice of programming language. This research offers valuable insights for developers aiming to optimize energy consumption in their projects and prompts further questions regarding the future of development platforms and sustainable programming practices. © 2024 ieee.

关键词： energy consumption energy efficiency green software programming languages software sustainability

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Design and Analysis of software Outsourcing Contract Considering the Impact of Service Investment on the Development Environment 6

Design and Analysis of Software Outsourcing Contract Conside...

引用

6th international conference on Frontier Technologies of Information and Computer, ICFTIC 2024

作者： Tang, Guofeng Feng, Meiyun Liu, Xinxing School of Management Science and Engineering Chongqing Technology and Business University Chongqing400067 China School of Business Administration Chongqing Technology and Business University Chongqing400067 China

ISBN: (纸本)9798331541750

When implementing software outsourcing, client companies face moral hazard problems caused by the unobservable efficiency parameters that reflect the degree of development difficulty. To address this issue, a software outsourcing contract is designed based on principal-agent theory, with the objective of maximizing the client's expected returns. The analysis also examines the nature of the contract, considering the impact of service investment on the development environment. The study finds that the marginal cost of developers is negatively correlated with the coefficient of the impact of effort on the number of software bugs, and is positively correlated with the coefficient of the impact of efficiency parameters on the number of software bugs and the sensitivity of client companies to software bugs. The developer's effort is an increasing function of the efficiency parameter. © 2024 ieee.

关键词： software agents

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DEVELOPING A USABILITY engineering ONLINE BLUEPRINT COURSE FOR COMPUTER science AND OTHER RELATED MAJORS

DEVELOPING A USABILITY ENGINEERING ONLINE BLUEPRINT COURSE F...

引用

international conference on Computational science and Computational Intelligence (CSCI)

作者： Mahmoud, Mohammed Univ Jamestown Dept Comp Sci Jamestown ND 58405 USA

ISBN: (数字)9798350361513

ISBN: (纸本)9798350361513;9798350372304

Usability engineering is a subject that is related to Human-Computer Interaction, focusing on developing elegant, flexible, user-friendly and efficient User Interfaces. In this paper, I am working on developing an online blueprint course for Usability engineering that could be taken by undergraduate and graduate students. This course would he a good fit for Computer science, Computer engineering, software engineering, Information technology, Information Systems and Graphic Design majors. All the aspects of blueprint courses will be explained in great detail, starting off with a definition of a blueprint course all the way through course evaluation and review. The developed course description and objectives will be explained, as well as the selected topics for this course. The course grading criteria and scale will also be demonstrated in the paper. The seven deliverables for the developed Usability engineering course will be thoroughly covered in the paper.

关键词： Usability engineering (UE) Human-Computer Interaction (HG) User Interface (UI) User Experience (UX) undergraduate students graduate students Computer science (CS) Computer engineering software engineering Information technology (IT) Information Systems Graphic Design blueprint course

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Practical software Development: Leveraging AI for Precise Cost Estimation in Lump-Sum EPC Projects 31

Practical Software Development: Leveraging AI for Precise Co...

引用

31st ieee international conference on software Analysis, Evolution and Reengineering, SANER 2024

作者： Dzhusupova, Rimma Ya-Alimadad, Mina Shteriyanov, Vasil Bosch, Jan Holmstrom Olsson, Helena Engineering McDermott The Hague Netherlands Chalmers University of Technology Computer Science and Engineering Gothenburg Sweden Malmö University Computer Science and Media Technology Malmö Sweden

ISBN: (纸本)9798350330663

In the engineering, Procurement, and Construction (EPC) sector, accurate cost estimations during the tendering phase are crucial for maintaining competitiveness, especially with constrained project schedules and rising labor expenses. Typically, these estimations are labor-intensive, relying heavily on manual evaluations of engineering drawings, which are often shared in PDF format due to intellectual property concerns. This study introduces an innovative solution tailored for the energy industry, utilizing Artificial Intelligence (AI)-primarily deep learning (DL) and machine learning (ML) techniques-to streamline material quantity estimation, thereby saving engineering time and costs. Built on empirical data from a large EPC company operating in the energy sector, AI-based product development experiences, and academic research, our approach aims to enhance the efficiency and accuracy of engineering work, promoting better decision-making and resource distribution. While our focus is on enhancing a particular activity within the case company using AI, the method's broader applicability in the EPC sector potentially benefits both industry professionals and researchers. This study not only advances a practical application but also provides valuable insights for those seeking to develop AI-driven solutions across various engineering disciplines. © 2024 ieee.

关键词： Cost engineering

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Resource Scheduling of High-Performance Computing Clusters based on the Combination of Ant Colony Algorithm and Active Caching Strategy 3

Resource Scheduling of High-Performance Computing Clusters b...

引用

3rd international conference on Cloud Computing, Big Data Application and software engineering, CBASE 2024

作者： Bai, Xuemei Zhou, Jingbo Wang, Zhijun School of Electronic Information Engineering Changchun University of Science and Technology Changchun130012 China School of Coumputer Science and Technology Changchun Normal University Changchun130123 China

ISBN: (纸本)9798331506582

In recent years, the HPC cluster has developed rapidly and has become an important tool to solve large-scale and complex computing problems. However, in a cluster environment, how to efficiently schedule HPC cluster resources has become a problem worthy of attention. Based on this, this paper proposes a scheduling strategy that integrates the ant colony algorithm and active cache to minimize resource scheduling time and maximize resource utilization. Simulation results show that compared with the ant colony algorithm, the new strategy proposed in this paper can improve the efficiency of resource scheduling, significantly reduce the scheduling time, greatly improve the resource utilization rate, and significantly reduce the job loss rate. © 2024 ieee.

关键词： Scheduling algorithms

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Analyzing the Inpact of Formal Methods on Isuue Trends Using BERTopic 22

Analyzing the Inpact of Formal Methods on Isuue Trends Using...

引用

22nd ieee/ACIS international conference on software engineering Research, Management and Applications, SERA 2024

作者： Inoue, Soshi Nishiura, Kinari Choi, Eunjong Mizuno, Osamu Graduate School of Sciences and Technology Kyoto Institute of Technology Kyoto Japan Kyoto Institute of Technology Faculty of Information and Human Sciences Kyoto Japan

ISBN: (纸本)9798350391343

software specification quality significantly influ-ences overall software quality. Ambiguity in natural language specifications has been identified as a major obstacle to achieving high quality. Formal methods have been proposed as a solution to mitigate this issue, but their adoption in software development remains limited. While previous studies have primarily focused on the challenges of introducing formal methods, few reports exist on the effects of applying formal methods in software development. To tackle this issue, this study analyzes the trends in OSS (open source software) with and without formal methods, based on issues collected from GitHub repositories. We employed BERTopic, a topic modeling technique, to extract topics associated with issues. Subsequently, we labeled the issues and statistically compared topics of issues in OSS with and without formal methods. The results indicate a significant difference in the tendency of issues between OSSs with formal methods and without formal methods, particularly in the frequency of reported errors. These findings suggest the existence of issues specific to OSSs with formal methods and highlight the potential benefits of formal methods in reducing errors during development. © 2024 ieee.

关键词： software quality

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Blood Cell Image Classification Based on Improved EfficientNetB3 Model 4

Blood Cell Image Classification Based on Improved EfficientN...

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4th international conference on Electronic Information engineering and Computer science, EIECS 2024

作者： Feng, Haiwen Wu, Yuhan Software College of Shenyang University of Technology Shenyang Intelligent Key Laboratory of High-end Industrial Equipment Manufacturing Shenyang China Software College of Shenyang University of Technology Shenyang China

ISBN: (纸本)9798331531409

Accurate classification of blood cells is very important for clinical diagnosis, but traditional classification methods are not only time-consuming, inefficient, but also easy to make subjective judgments. With the development of technology, neural network has made great progress in the field of blood cell analysis, especially deep learning technology has shown broad application prospects in the field of medical images. By using the lightweight EfficientNetB3 model to classify four kinds of cells, CBAM attention mechanism is added to the network to improve efficiency. The experimental results show that this method has excellent recognition ability and is helpful for the diagnosis and treatment of blood diseases in the future. © 2024 ieee.

关键词： Deep learning

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