Proceedings of the 3rd International Conference on Advanced Information Science and System最新文献_第2页

Age-Optimal Data Gathering and Energy Recharging of UAV in Wireless Sensor Networks 基于无线传感器网络的无人机年龄优化数据采集与能量充电

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503131

Chen Zhang, Juan Liu, Lingfu Xie, Xiaofan He

引用次数: 1

Comparing the Popularity of Testing Careers among Canadian, Indian, Chinese, and Malaysian Students 比较测试职业在加拿大、印度、中国和马来西亚学生中的受欢迎程度

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503091

Luiz Fernando Capretz, P. Waychal, Jingdong Jia, S. Basri

{"title":"Comparing the Popularity of Testing Careers among Canadian, Indian, Chinese, and Malaysian Students","authors":"Luiz Fernando Capretz, P. Waychal, Jingdong Jia, S. Basri","doi":"10.1145/3503047.3503091","DOIUrl":"https://doi.org/10.1145/3503047.3503091","url":null,"abstract":"This study attempts to understand motivators and de-motivators that influence the decisions of software students to take up and sustain software testing careers across four different countries, Canada, India, China, and Malaysia. Towards that end, we have developed a cross-sectional, but simple, survey-based instrument. In this study we investigated how software engineering and computer science students perceive and value what they do and their environmental settings. This study found that very few students are keen to take up software testing careers - why is this happening with such an important task in the software life cycle? The common advantages of a software testing career are learning opportunities and easiness of the job and the common drawbacks are tediousness, complexity, and missing the opportunity to do (software) development. Our findings highlight the importance of depicting software testing activities as a set of human-dependent tasks, and emphasizes the need for research that critically examines the way in which software testers view testing activities.","PeriodicalId":190604,"journal":{"name":"Proceedings of the 3rd International Conference on Advanced Information Science and System","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114175394","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

Research on Fermented Grains Steam Running Condition Prediction Model of Make Chinese Liquor Robot Based on GRU 基于GRU的酿酒机器人酒糟蒸汽工况预测模型研究

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503093

Jie Zhang, Zipeng Zhang

{"title":"Research on Fermented Grains Steam Running Condition Prediction Model of Make Chinese Liquor Robot Based on GRU","authors":"Jie Zhang, Zipeng Zhang","doi":"10.1145/3503047.3503093","DOIUrl":"https://doi.org/10.1145/3503047.3503093","url":null,"abstract":"This specification is set for the theses to be published in Computer Applications and Software, including fonts, margins, page size and print area. Distillation is the key step in Chinese liquor brewing, accurate prediction of fermented grains Steam Running Condition plays an important role in the process of accurate gas exploration, when there are several areas on the surface of fermented grains running off, the robot on the steamer cannot complete the spreading operation in time, which is easy to cause wine loss and directly affect the quality of wine. To solve this problem, Fermented Grains Steam Running Condition Prediction Model of Make Wine Robot Based on GRU recurrent neural network was proposed. It used historical Steam Running Condition information of fermented grains and Hough transform to extract the Steam Running Condition data of fermented grains and find out the important factors that affect the Steam Running Condition of fermented grains. The Bayesian optimization algorithm is used to search for the optimal parameters, we built GRU Steam Running Condition Prediction Model to achieve accurate prediction of Steam Running Condition. We used the relevant data of the steaming process in Jinpai distillery. The results show that the model can better predict the variation trend of Fermented Grains Steam Running Condition.","PeriodicalId":190604,"journal":{"name":"Proceedings of the 3rd International Conference on Advanced Information Science and System","volume":"180 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121087469","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

Cloud-Based Smart Energy Framework for Accelerated Data Analytics with Parallel Computing of Orchestrated Containers: Study Case of CU-BEMS 协同容器并行计算加速数据分析的基于云的智能能源框架:CU-BEMS研究案例

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503088

Kittipat Saengkaenpetch, C. Aswakul

{"title":"Cloud-Based Smart Energy Framework for Accelerated Data Analytics with Parallel Computing of Orchestrated Containers: Study Case of CU-BEMS","authors":"Kittipat Saengkaenpetch, C. Aswakul","doi":"10.1145/3503047.3503088","DOIUrl":"https://doi.org/10.1145/3503047.3503088","url":null,"abstract":"This paper proposes a practical smart energy framework for data analytic on energy management system at Chulalongkorn University, called CU-BEMS. This serves as an example of demand-sided smart energy application that copes with the challenges of big data analytic and real-time processing needs. The framework is based on the divide and conquer paradigm to accelerate data analytics with parallel computing. The workload is containerized and deployed on the Kubernetes cloud facility of our internationally collaborated IoTcloudServe@TEIN playground. With this playground, the workload scalability and portability can be achieved. Applying the proposed framework, this paper reports on a practical data log analysis to determine the wasted energy consumption. Based on the experimental result, the wasted energy consumption of the whole data set of CU-BEMS's communication research laboratory area from March 2014 to August 2017 can be computed within 81 seconds by using 32 cores running in parallel. The framework is expected to serve as a basis template for further research ongoing at CU-BEMS and smart energy applications that can be computationally enhanced by data analytic pipelining with containerized services as orchestrated by Kubernetes.","PeriodicalId":190604,"journal":{"name":"Proceedings of the 3rd International Conference on Advanced Information Science and System","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121171565","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

Rapid Identification of Multiple Gases 多种气体的快速识别

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503103

Juan He, Mengya Li, Ronghe Zhou, Li Ning, Yan Liang

引用次数: 2

Perspective on Intelligent Sensing System 智能传感系统展望

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503078

Linxi Li

引用次数: 1

Preliminary Study of Secure-Enhanced Coherent Optical Orthogonal Frequency Division Multiplexing System Based on DNA Encoding 基于DNA编码的安全增强相干光正交频分复用系统的初步研究

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503095

Ruyun Zhang

{"title":"Preliminary Study of Secure-Enhanced Coherent Optical Orthogonal Frequency Division Multiplexing System Based on DNA Encoding","authors":"Ruyun Zhang","doi":"10.1145/3503047.3503095","DOIUrl":"https://doi.org/10.1145/3503047.3503095","url":null,"abstract":"With the increasing demand for optical fiber communication technology, the coherent orthogonal frequency division multiplexing (CO-OFDM) system, which combines the advantages of orthogonal frequency division multiplexing (OFDM) and coherent detection, and has the characteristics of long communication distance and large communication capacity, has attracted more and more attention. With the continuous progress of optical fiber communication technology, the methods of eavesdropping are also increasing, which makes researchers must pay attention to improving its security. Physical layer encryption is one of the important means to improve the security of communication system, and DNA encryption algorithm, as a new encryption method with high encryption degree in physical layer encryption algorithm, has a high research value. This report first introduces the research background of CO-OFDM system and DNA algorithm, then discusses and designs the idea of DNA encryption algorithm for CO-OFDM system, and finally focuses on the structure of CO-OFDM system based on DNA encryption, uses MATLAB and optisystem software to simulate the system, analyzes the output results of the simulation, and in view of the shortcomings of the current system, the direction of further optimization of the system is put forward.","PeriodicalId":190604,"journal":{"name":"Proceedings of the 3rd International Conference on Advanced Information Science and System","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128140250","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

Evaluation Model Based on Hesitation Fuzzy Theory 基于犹豫模糊理论的评价模型

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503086

Qinghuan Rao, Bin Wu

引用次数: 0

A Correction Method for Attitude Measurement in Steerable Drilling System 导向钻井系统姿态测量的一种校正方法

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503151

N. Zhang, Chao Guo, Fei Li

{"title":"A Correction Method for Attitude Measurement in Steerable Drilling System","authors":"N. Zhang, Chao Guo, Fei Li","doi":"10.1145/3503047.3503151","DOIUrl":"https://doi.org/10.1145/3503047.3503151","url":null,"abstract":"ABSTRACT—In the attitude measurement of the steering drilling system, the axes of the sensor cannot be perfectly orthogonal, and the instrument coordinate system does not coincide with the geographic coordinate system initially, which leads to installation errors. At the same time, the measurement offsets and the inaccurate scale factor have a great impact on the accuracy of attitude angle calculation. To eliminate the above influence and improve the drilling accuracy, this method is based on the three-axis accelerometer and fluxgate to constitute the measurement system and establish the attitude correction model. This method includes measurement offsets and scale factor calculation, installation error correction matrix algorithm, and temperature compensation calculation. Experimental results show that the proposed method can effectively improve the attitude angle calculation accuracy by more than 2.6 ∼ 5.6 times, the error between inclination angle and tool face angle is less than 0.06°. The method effectively improves the attitude measurement accuracy of steering drilling tools and improves drilling efficiency. CCS CONCEPTS • Hardware • Power and energy • Energy generation and storage • Fuel-based energy","PeriodicalId":190604,"journal":{"name":"Proceedings of the 3rd International Conference on Advanced Information Science and System","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133950921","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

Chinese Intention Recognition Algorithm Based on BERT-GRU-Capsule Network 基于BERT-GRU-Capsule网络的汉语意图识别算法

Proceedings of the 3rd International Conference on Advanced Information Science and System Pub Date : 2021-11-26 DOI: 10.1145/3503047.3503099

Yang Xia, Chaobing Huang

引用次数: 0