2021 2nd Asia Service Sciences and Software Engineering Conference最新文献

Enhanced Neural Architecture Search Using Super Learner and Ensemble Approaches 使用超级学习器和集成方法增强神经结构搜索

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456133

Séamus Lankford, Diarmuid Grimes

引用次数: 2

An Extensive Study on Multi-Priority Algorithm in Test Case Prioritization and Reduction 多优先级算法在测试用例排序与缩减中的广泛研究

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456135

Longbo Li, Yanhui Zhou, Yuan Yuan, Shenghua Wu

{"title":"An Extensive Study on Multi-Priority Algorithm in Test Case Prioritization and Reduction","authors":"Longbo Li, Yanhui Zhou, Yuan Yuan, Shenghua Wu","doi":"10.1145/3456126.3456135","DOIUrl":"https://doi.org/10.1145/3456126.3456135","url":null,"abstract":"Although test case prioritization and reduction are two different problems in regression testing, they are essentially interrelated. To improve the effectiveness of regression testing, we need to perform fewer test cases, and hope to detect program faults as early as possible. However, most existing techniques haven't proposed a better solution to solve these two issues at the same time. In this paper, we present a multi-priority algorithm combine mutation testing and clustering techniques, and use clustering techniques to put test cases with similar fault-detection ability into a cluster, the multi-priority algorithm selects a high-priority test in each cluster. The results show that the multi-priority algorithm not only reduces a large number of test cases, but also obtains the results of test case prioritization better than greedy algorithm and random reduction method. Especially, the average reduction size of test cases is 40.23% in total 556018 test cases, and removing test cases that trigger real program faults only accounts for 0.7435% of all tests. Our method achieves a greater reduction in the number of test cases at the expense of a mini loss of in fault-detection ability. The effectiveness of test case prioritization is 2.63% higher than other methods. In addition, we find that the different number of clusters affect the effectiveness of test case prioritization and reduction in regression testing. 1","PeriodicalId":431685,"journal":{"name":"2021 2nd Asia Service Sciences and Software Engineering Conference","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126423396","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Network root fault location based on network topology and alarm 基于网络拓扑和告警的网络根源故障定位

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456138

Jingyu Li, Yunyi Jiang, Ziye Zhang

引用次数: 0

Depth Camera and Electromagnetic Field Localization System For IoT Application: High level, lightweight data fusion 用于物联网应用的深度相机和电磁场定位系统:高水平，轻量级数据融合

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456145

Pooneh Mohaghegh, Rabia Saeed, F. Tièche, A. Boegli, Y. Perriard

{"title":"Depth Camera and Electromagnetic Field Localization System For IoT Application: High level, lightweight data fusion","authors":"Pooneh Mohaghegh, Rabia Saeed, F. Tièche, A. Boegli, Y. Perriard","doi":"10.1145/3456126.3456145","DOIUrl":"https://doi.org/10.1145/3456126.3456145","url":null,"abstract":"This article demonstrates person localization using a hybrid system consisting of an electromagnetic positioning system and a depth camera to authorize access control. The ultimate aim of this system is to distinguish moving people in a defined area by tracking the RF device and the people. It focuses on the application and incorporation of the received data from these two systems. Both systems send data simultaneously which is stored in a Docker container for further analysis. The data is processed in real-time to track the movement of the targets. The centralized database monitoring grants secure access to the information. The motive for using this hybrid system lies in the ever-growing need for accurate position determination for indoor and complex environments. Track and tracing are especially important in access-control applications. The system has a great impact on real-life access-control applications in malls, shops, train stations, and generally everyplace where the access control requires monitoring. The non-blocking feature plus the accuracy can provide ease of use for the users. Moreover, employing a low-frequency tag system does not suffer from the multipath effect and non-line of sight problems that are inevitable for indoor applications. By extending the number of users for a larger area, this system can replace traditional security gates with a pleasant look and comfortable application.","PeriodicalId":431685,"journal":{"name":"2021 2nd Asia Service Sciences and Software Engineering Conference","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133885730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

SeeSpeech: See Emotions in The Speech 参见演讲:参见演讲中的情感

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456129

Jianing Geng, Hao Zhu, Xiang-Yang Li

引用次数: 0

Efficient LUT-based FPGA Accelerator Design for Universal Quantized CNN Inference 基于高效lut的通用量化CNN推理FPGA加速设计

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456140

Yanpeng Cao, Changjun Song, Yongming Tang

{"title":"Efficient LUT-based FPGA Accelerator Design for Universal Quantized CNN Inference","authors":"Yanpeng Cao, Changjun Song, Yongming Tang","doi":"10.1145/3456126.3456140","DOIUrl":"https://doi.org/10.1145/3456126.3456140","url":null,"abstract":"Deep learning has achieved remarkable success in a variety of tasks in real life, such as speech and vision. However, the vast computational complexity of convolution neural networks (CNN) has limited the speed of the network running in hardware. In recent years, network quantization technology has made it possible to quantize network into the 16-bit fixed point, 8-bit integer, and even binary, maintaining the original performance, while the computational complexity of the network inference is still considerable. Therefore, exploring high-performance and efficient hardware architecture designed for quantized neural networks (QNN) is necessary to eliminate the bottleneck of high-density computing requirements. FPGA is a highly parallelized hardware computing platform. The outstanding advantage is that it contains a large number of primary configurable logic resources. We explore the possibility of implementation for convolution calculations based on LUTs, introduce the integer multipliers and addition trees based on FPGAs, and propose an efficient computing architecture for QNN. With the optimization of Winograd convolution algorithm for QNN, we demonstrate that our scheme could significantly reduce the number of multipliers without using DSP resources, saving the usage of LUT resources by 2.25× at least. In the end, our LUT-based architecture for QNN will shorten the latency up to 19.3× and represent more effective performance compared other methods.","PeriodicalId":431685,"journal":{"name":"2021 2nd Asia Service Sciences and Software Engineering Conference","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126517335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Rectified Multi-class AdaBoost for Noisy Dataset Based on Weight Adjustment Standard 基于权值调整标准的修正多类AdaBoost噪声数据集

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456143

Keke Hu, Wanwei Liu, Tun Li

引用次数: 0

Design and Research of Mobile Assisted Medical System Intervention in the Elderly Community: A Case Study 移动辅助医疗系统在老年社区干预的设计与研究:一个案例研究

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456142

Zhiming Niu, Lele Zhang, Yu Zhang, Yu E Tian, Saehwa Choi

{"title":"Design and Research of Mobile Assisted Medical System Intervention in the Elderly Community: A Case Study","authors":"Zhiming Niu, Lele Zhang, Yu Zhang, Yu E Tian, Saehwa Choi","doi":"10.1145/3456126.3456142","DOIUrl":"https://doi.org/10.1145/3456126.3456142","url":null,"abstract":"As the aging of Chinese society intensifies, aging-related community issues become increasingly serious. Visiting several hutongs and communities in Beijing, the design team conducted in-depth interviews with the elderly, with the medical staff doing the same in community hospitals and pharmacies. The service and production system design was used to classify the user population and describe the current aging phenomenon. There are still many challenges faced by the elderly community, such as self-care, nutrition, and scheduling appointments. In this paper, by examining elderly individuals' daily lives and medical challenges, our design team created user journey maps and discovered specific problems in the service process. We extracted the design touchpoints in the user experience, analyzed the user behavior, and discovered some design opportunities. We also expect that service design thinking and design morphology research methods will create innovative and optimized solutions for current aging community medical problems. This provides for on-site services such as diagnosis and treatment, nursing, and prescription and meal delivery for homebound elderly people and proposes a new model of mobile auxiliary medical system intervention in the aging community. This makes the elderly-community-product-environment more sustainable.","PeriodicalId":431685,"journal":{"name":"2021 2nd Asia Service Sciences and Software Engineering Conference","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130868419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Designing a Collaborative Construction-Project Platform on Blockchain Technology for Transparency, Traceability, and Information Symmetry 基于区块链技术的透明、可追溯、信息对称协同建设项目平台设计

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456134

Chibuzor Udokwu, A. Norta, Christoph Wenna

{"title":"Designing a Collaborative Construction-Project Platform on Blockchain Technology for Transparency, Traceability, and Information Symmetry","authors":"Chibuzor Udokwu, A. Norta, Christoph Wenna","doi":"10.1145/3456126.3456134","DOIUrl":"https://doi.org/10.1145/3456126.3456134","url":null,"abstract":"The construction industry is a $6 trillion industry worldwide with a prediction to grow towards $10,3 trillion by 2023 and constitutes an essential part of the global economy. Nevertheless, the management of the construction effort is still very manual. The construction process from design, to sourcing of material, contract management, and so on, is a convoluted and intransparent process filled with risks the collaborating parties are exposed to. A need exists for management platforms that streamline and automate collaborative construction processes, establish transparency, traceability, and information symmetry between business parties. This paper presents the Construction Project Management (CoPM) platform that is based on blockchain- and smart-contract technologies for enabling peer-to-peer collaboration between construction parties that enhances the flow of information for reducing cost- and time expenditures while improving the quality of service. The CoPM system is based on diligent up-front requirement studies from which we derive a coherent system architecture and set of cooperation protocols. Thereby, the CoPM system overcomes the currently existing fractured value propositions for construction-management systems. CCS Concepts •Software and its engineering•Software creation and management•Designing software","PeriodicalId":431685,"journal":{"name":"2021 2nd Asia Service Sciences and Software Engineering Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134070886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Challenges in the Development of a Global Software User Interface by Multicultural Teams: an Industrial Experience 多元文化团队开发全球软件用户界面的挑战:工业经验

2021 2nd Asia Service Sciences and Software Engineering Conference Pub Date : 2021-02-24 DOI: 10.1145/3456126.3456144

Agnaldo O. Penha-Junior, Carlos E. De Souza, G. M. Souza, Jaqueline S. Araujo, José Ivan Bezerra Vilarouca Filho, Leon M. Barroso, Rodrigo j. B. Fernandes, Paulo Fonseca, F. Giuntini

引用次数: 3