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Program Verification Enhanced Precise Analysis of Interrupt-Driven Program Vulnerabilities 28

Program Verification Enhanced Precise Analysis of Interrupt-...

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28th asia-pacific software engineering conference (APSEC)

作者： Du, Xiang Yin, Liangze Feng, Haining Dong, Wei Natl Univ Def Technol Lab Software Engn Complex Syst Changsha Peoples R China

ISBN: (纸本)9781665437844

Due to the non-deterministic occurring of interrupt service routines, vulnerabilities of interrupt-driven programs, such as data race and atomicity violation, are usually hard to discover. Static analysis is an effective method for vulnerability analysis of interrupt-driven programs. However, existing techniques usually produce a large number of false alarms, which limits the application of static analysis in practice. To achieve high precision in vulnerability analysis of interrupt-driven programs, this paper proposes a program verification enhanced precise analysis method. For each potential vulnerability detected by static analysis, we propose a vulnerability validation approach which employs program verification to further automatically verify its feasibility. We have implemented a prototype of our method on top of CBMC. Experimental results on both an academic benchmark and 24 real-world programs show that our method can successfully identify true vulnerabilities and achieve a high precise analysis.

关键词： Interrupt driven Programs Data Race Atomicity Violation Static Analysis Program Verification

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How Data Plays in the Requirements of Face Recognition System: A Concern Driven Systematic Literature Review 28

How Data Plays in the Requirements of Face Recognition Syste...

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28th asia-pacific software engineering conference (APSEC)

作者： Shao, Zhijun Wu, Ji Zhao, Wenxiao Wang, Liping Wu, Hanjiao Sun, Qing Beihang Univ Sch Comp Sci & Engn Beijing Peoples R China

ISBN: (纸本)9781665438131

Machine learning (ML) system is highly data-dependent. It turns out different behavior and performance by using different training data. Since its behavior and performance are more unpredictable than traditional software. The requirement analysis of ML system should focus on model development and its training. This paper reveals how the model development and training are conducted by reviewing the published papers. Based on the principles by Kitchenham, we propose a concern driven systematic literature review method and choose face recognition facilitated ML system as case study. We identify the concerns and then research questions from data perspective, and answer the questions based on the collected literature data. The results show that the current studies included in review have already recognized the role of data played in ML system. Since there is no standard template and method to report data and the related processing procedure, the content and detail about the data reported vary from study to study and are not systematic, which is a great challenge to both practitioners and users.

关键词： Requirement engineering Machine Learning Neural Network Face Recognition Systematic Literature Review

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2022 IEEE Technology and engineering Management Society conference - asia pacific, TEMSCON-ASPAC 2022

2022 IEEE Technology and Engineering Management Society Conf...

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2022 IEEE Technology and engineering Management Society conference - asia pacific, TEMSCON-ASPAC 2022

ISBN: (纸本)9781665427692

The proceedings contain 22 papers. The topics discussed include: ICT-based knowledge sharing in rural agricultural communities: a bibliometric approach;design and research of lamps and lanterns driven by analytic hierarchy process and Chinese ancient poetry semantics;entrepreneurial leadership and social innovation performance: a comparison of projects under Malaysia innovation foundation’s purview;strategic framework towards open science adoption in Malaysia;entrepreneurial leadership in nonprofit organization: a case of Malaysian public university;frugal innovation in SMEs: challenges and opportunities of doing more with less strategy;techno-economic feasibility of biogas renewable energy plant: a case of Malaysian palm oil mill;success mechanisms of smart factories in small and medium-sized enterprises;design thinking framework for values capturing and technical features validation for digital healthcare platform;application of additive manufacturing for resilient healthcare sector;and does the relationship between manufacturing flexibility and innovation speed depend on the business environment?.

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Design of English Education Resource Sharing Model Based on Improved Ant Colony Optimization

Design of English Education Resource Sharing Model Based on ...

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software engineering, Social Network Analysis and Intelligent Computing (SSAIC), asia-pacific conference on

作者： Jing Wang Panjin Vocational and Technical College Panjin Liaoning China

ISBN: (数字)9798350393682

ISBN: (纸本)9798350393699

The purpose of resource sharing is to improve resource utilization and reduce redundant construction of resources. It concentrates the resource information and its external related information in one center, and processes and distributes requests and resources in a unified way. In the English education resource sharing model studied in this paper, resource browsing is the most important function. How to ensure the quick and accurate display of resources that each user wants to browse, the classification of resources plays an important role. Through the development of cloud computing software based on Hadoop platform, the optimal sharing state of English education resources in different regions and different needs can be realized. It will be more convenient for learners to acquire knowledge. The file entity storage environment of the English education resource sharing model is Hadoop cluster, and users’ requests are distributed to appropriate storage servers according to the processing of proxy servers. The load factor is used to improve the heuristic function in traditional ACO (ant colony optimization), so that more heavily loaded virtual machines can perform fewer tasks. The experimental results show that the load rate of the improved ACO in the whole cloud computing center is basically between 0.416 and 0.528, and the load of the cloud computing center is always in a balanced state.

关键词： Cloud computing Ant colony optimization Computational modeling Education software Resource management Servers

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Analysis on Relevant Factors Affecting Life Expectancy

Analysis on Relevant Factors Affecting Life Expectancy

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2022 IEEE asia-pacific conference on Image Processing, Electronics and Computers, IPEC 2022

作者： He, Xinyang Hu, Jiaxin Liu, Chuyao Zhang, Yuhao A National Pilot Software College Beijing University of Technology School of Software Engineering Beijing China Peking University National School of Development Beijing China Nanyang Technological University School of Chemical and Biomedical Engineering Singapore Australian National University Anu College of Business and Economics and Anu College of Science Beijing China

ISBN: (纸本)9781665409025

Although human life expectancy has exceeded 70 years, life expectancy in some countries is still short. Studying the factors affecting life expectancy is significant to improve life expectancy. Therefore, in this work, we firstly analyzed the factors related to life expectancy and then designed the multiple linear regression (MLR) models to predict life expectancy. In this work, 18 factors were considered in regression model, such as GDP, disease, school index, etc. According to Spearman correlation coefficient, we analyzed the reasons affecting the life expectancy, and design 3 MLR models to predict life expectancy. The result show that disease, schooling index and income are considerable factors affecting life expectancy. The root mean squared error (RMSE) of MLR is 3.818 obtained after analysis. In addition, we verified that factors affecting life expectancy are different for developed and developing countries. So, it is necessary to regress for two types of countries. For developing countries, medical and school factors are more important for developing countries. The RMSE of MLR is 3.99 for developing countries, and 2.57 for developed countries. © 2022 IEEE.

关键词： Developing countries

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Towards Automation of Module Lazy Loading in Single-Page Web Applications

Towards Automation of Module Lazy Loading in Single-Page Web...

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asia-pacific conference on software engineering

作者： Yizhi Mei Tetsuo Kamina Oita University Oita Japan

ISBN: (数字)9798331534011

ISBN: (纸本)9798331534028

Dynamic lazy loading in Vuex is an effective method for optimizing the performance of large-scale *** applications. This paper proposes a method to simplify the implementation process of dynamic lazy loading in Vuex, enhancing code maintainability and readability. By leveraging Vue's plugin mechanism, the proposed method encapsulates the Vuex module loading process, allowing for the flexible application of techniques such as dynamic imports and code modularization in Vuex state management. This paper outlines the design principles, implementation details, and experimental results of this method, evaluating its performance in a demonstrating *** application. Experimental results demonstrate that using this plugin mechanism for dynamic lazy loading in Vuex effectively reduces initial load times and improves application response speed, thereby enhancing the user experience.

关键词： Codes Automation Loading User experience Optimization software engineering

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Refractometric Sensing of Waterborne Pathogens by Photonic Crystal Fiber Sensor in THz Platform 5

Refractometric Sensing of Waterborne Pathogens by Photonic C...

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5th IEEE International conference on Telecommunications and Photonics, ICTP 2023

作者： Rahman, Md. Moshiur Mou, Farhana Akter Mahmud, Md. Abdullah Al Bhuiyan, Mohammed Imamul Hassan University of Asia Pacific Department of Electrical & Electronic Engineering Dhaka Bangladesh Bangladesh University of Engineering and Technology Department of Electrical & Electronic Engineering Dhaka Bangladesh

ISBN: (纸本)9798350393477

An accurate detection approach is essential for identifying waterborne pathogens due to the high threat to human health. Considering the harmfulness of waterborne pathogens, a photonic crystal fiber sensor has been proposed and numerically evaluated the optical properties in the THz regime. Finite element method-based Comsol Multiphysics software has been utilized to design and analyze the PCF sensor. The proposed sensor renders superior performances for all the tested cases including a high sensitivity of 99.142% for vibrio cholera 99.324% for E. coli 99.35% for enterococcus faecalis and very low confinement loss of 1.3×10-16 dB/cm for vibrio cholera, 1.3×10-16 dB/cm for E. coli and 1.3×10-16 dB/cm for enterococcus faecalis at 4.8 THz operating frequency. Fabrication potential in the existing fabrication platform and a possible experimental setup for testing the sensor are also discussed in detail. © 2023 IEEE.

关键词： Optical properties

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Personalized Privacy Protection Mechanism Integrating Spatiotemporal Correlation 5

Personalized Privacy Protection Mechanism Integrating Spatio...

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5th asia-pacific conference on Image Processing, Electronics and Computers, IPEC 2024

作者： Shen, Yanmei Hua, Rui Wang, Hui Shen, Zihao Liu, Peiqian School of Software Henan Polytechnic University Jiaozuo China School of Computer Science and Technology Henan Polytechnic University Jiaozuo China

ISBN: (纸本)9781643685243

In view of the insufficient data availability in traditional trajectory privacy protection schemes, in order to achieve a balance between privacy security and data usage efficiency. This paper achieves personalization of privacy protection and optimization of data availability by comprehensively considering sensitive locations and their correlations in user trajectories. It can realize personalized protection of sensitive locations with different privacy levels based on the user’s preset privacy needs and sensitivity assessment. At the same time, by introducing trajectory candidate sets and cross-correlation functions, a new trajectory publishing mechanism is constructed, which can maintain the spatiotemporal characteristics of trajectory data while ensuring privacy. Through simulation experiments, the effectiveness of the proposed scheme was verified on real data sets. Experimental results show that the method proposed in this article has good results in terms of privacy protection strength and data availability. © 2024 The Authors.

关键词： Trajectories

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Predictive Analysis of Equipment Health State Based on Time Series Model

Predictive Analysis of Equipment Health State Based on Time ...

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software engineering, Social Network Analysis and Intelligent Computing (SSAIC), asia-pacific conference on

作者： Zhu Lu Sun Ligang Unit 41 of 92941 Troops PLA Huludao China

ISBN: (数字)9798350393682

ISBN: (纸本)9798350393699

In the whole life cycle management of equipment, how to accurately evaluate and scientifically monitor the health status of equipment through the existing accumulated reliability data has always been an urgent problem to be solved in equipment management. Based on the fault data accumulated in the history of a communication equipment, this paper uses time series analysis method to predict and analyze the running state of the equipment in the whole life cycle management process, effectively improving the efficiency of equipment management.

关键词： Analytical models Social networking (online) Time series analysis Predictive models Data models Stability analysis software reliability

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Automatic Performance Testing for Image Displaying in Android Apps 28

Automatic Performance Testing for Image Displaying in Androi...

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28th asia-pacific software engineering conference (APSEC)

作者： Li, Wenjie Jiang, Yanyan Ma, Jun Xu, Chang Nanjing Univ State Key Lab Novel Software Technol Nanjing Peoples R China Nanjing Univ Dept Comp Sci & Technol Nanjing Peoples R China

ISBN: (纸本)9781665437844

Image displaying in Android apps is resource-intensive. Improperly displayed images result in performance degradation or even more severe consequences like app crashes. Existing static performance anti-pattern checkers are conservative and limited to a small set of bugs. This paper presents ImMut, the first test augmentation approach to performance testing for image displaying in Android apps to complement these static checkers. Given a functional test case, ImMut mutates it towards a performance test case by either (1) injecting external-source images with large ones or (2) copy-pasting a repeatable fragment and slightly mutating the copies to display many (potentially distinct) images. Evaluation on our prototype implementation showed promising results that ImMut revealed 14 previously unknown performance bugs that are beyond the capability of state-of-the-art static checkers.

关键词： Android (operating system)

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