2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)最新文献_第10页

Trajectory Prediction Based on Roadside Millimeter Wave Radar and Video Fusion 基于道路毫米波雷达和视频融合的轨迹预测

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00063

Y. Chang, Haiyang Yu

引用次数: 1

Building A Zero-trust Security Protection System in The Environment of The Power Internet of Things 电力物联网环境下零信任安全防护体系构建

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00114

Rong Zeng, Nige Li, Xiaoming Zhou, Yuanyuan Ma

引用次数: 2

Dynamic identification of key nodes in digital microwave communication link based on network topology 基于网络拓扑的数字微波通信链路关键节点动态识别

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00094

Kaibo Hu, Lifeng Yu, Linbo Xu, Na Cui

{"title":"Dynamic identification of key nodes in digital microwave communication link based on network topology","authors":"Kaibo Hu, Lifeng Yu, Linbo Xu, Na Cui","doi":"10.1109/AINIT54228.2021.00094","DOIUrl":"https://doi.org/10.1109/AINIT54228.2021.00094","url":null,"abstract":"In order to solve the problems of the traditional microwave communication node identification methods, such as the large difference between the number of identification and the actual situation, and the low accuracy of identification, the dynamic identification of key nodes of digital microwave communication link based on network topology is studied. The data labels of key nodes are set by supervised machine learning, and the synchronous signals of four key nodes close to the digital microwave emitter are selected to prevent the collected signals from excessive noise. Fuzzy clustering is used to process the collected recognition samples, and then the neural network model is trained to identify the key nodes. In order to prevent over fitting during training, L4 regularization method is used to add dropout to the hidden node neurons in each network topology. Then, the identification neural network model of network topology is used to train and dynamically identify different key nodes of the link to realize the dynamic identification of key nodes of digital microwave communication link. The experimental results show that the recognition accuracy of key nodes is 95%, and the recognition performance of key nodes is improved.","PeriodicalId":326400,"journal":{"name":"2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130578008","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

Application of Computer Network Security Technology in Electronic Commerce 计算机网络安全技术在电子商务中的应用

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00140

Junhong Lian

引用次数: 1

Security Protection Scheme of Embedded System Running Environment based on TCM 基于TCM的嵌入式系统运行环境安全防护方案

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00128

Chao Xu, Yiqing Cheng, Weihua Cheng, Shen Ji, Wei Li

{"title":"Security Protection Scheme of Embedded System Running Environment based on TCM","authors":"Chao Xu, Yiqing Cheng, Weihua Cheng, Shen Ji, Wei Li","doi":"10.1109/AINIT54228.2021.00128","DOIUrl":"https://doi.org/10.1109/AINIT54228.2021.00128","url":null,"abstract":"Mobile embedded terminals widely applied in individual lives, but its security threats become more and more serious. Malicious attacker can steal sensitive information such as user’s phonebook, credit card information by instrumenting malicious programs, or compromising vulnerable software. Against these problems, this paper proposes a scheme for trusted protection system on the embedded platform. The system uses SM algorithms and hardware security chip as the root of trust to establish security mechanisms, including trusted boot of system image, trusted monitoring of the system running environment, disk partition encryption and verification, etc. These security mechanisms provide comprehensive protection to embedded system boot, runtime and long-term storage devices. This paper introduces the architecture and principles of the system software, design system security functions and implement prototype system for protection of embedded OS. The experiments results indicates the promotion of embedded system security and the performance test shows that encryption performance can meet the practical application.","PeriodicalId":326400,"journal":{"name":"2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"35 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131891361","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: 1

Research on Security Management and Control of Power Grid Digital Twin Based on Edge Computing 基于边缘计算的电网数字孪生安全管理与控制研究

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00122

Yue Sun, Xiaotian Xu, Ren Qiang, Qinglin Yuan

{"title":"Research on Security Management and Control of Power Grid Digital Twin Based on Edge Computing","authors":"Yue Sun, Xiaotian Xu, Ren Qiang, Qinglin Yuan","doi":"10.1109/AINIT54228.2021.00122","DOIUrl":"https://doi.org/10.1109/AINIT54228.2021.00122","url":null,"abstract":"Edge computing and digital twin technology are two new digital technologies that are developing rapidly. Edge computing has become more and more widely used in various scenarios and smart terminal devices, adding more and more edge computing business sinking demands, making the distance between computing and users and data smaller and smaller, and digital twin technology provides a method of model interpretation for complex physical entities, provides new ideas for physical information fusion, and makes it applicable to various scenarios of physical entities and the virtualization model can achieve deep coupling. Nowadays, society’s demand for power grids is getting higher and higher. Therefore, the security protection of power grids is an important issue worthy of in-depth consideration. After the introduction of edge computing and digital twins and technologies, the relative vulnerability of power grids has been further characterized. By analyzing the security risks and characteristics of edge computing, and based on the edge computing security protection architecture, a power grid digital twin security control model including the application layer, function layer, model layer, data layer, and physical layer is constructed, so as to ensure that all aspects of the power grid are controlled. Layers of protection of structures and units ensure that the power grid can still ensure efficient and safe operation in an environment blessed by new technologies.","PeriodicalId":326400,"journal":{"name":"2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130081102","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

Nginx-Based Combined Dynamic and Static Load Balancing Algorithm Research 基于nginx的动态与静态组合负载均衡算法研究

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00034

Xiaoan Bao, Yifei Hu, Ziqun Bao, Hangyue Chen, Na Zhang, Weiran Lu

{"title":"Nginx-Based Combined Dynamic and Static Load Balancing Algorithm Research","authors":"Xiaoan Bao, Yifei Hu, Ziqun Bao, Hangyue Chen, Na Zhang, Weiran Lu","doi":"10.1109/AINIT54228.2021.00034","DOIUrl":"https://doi.org/10.1109/AINIT54228.2021.00034","url":null,"abstract":"To solve the problem that traditional Web cluster load balancing algorithm processes low efficiency under low network load and uneven load distribution under high load, based on the analysis of several common load balancing algorithm and combined with their advantages and disadvantages, a new load balancing algorithm which combines dynamic and static status was presented. In this algorithm, the threshold calculated by simulated annealing algorithm was used as interval partition. In the meanwhile, a static weighted polling algorithm under the base of the weight of each load index such as the performance of CPU, Memory, Disk IO and network bandwidth and a dynamic weight adjusted algorithm which collected real-time load information according to feedback from each server node were accepted. And through the comparative experiments of several algorithms, it is verified that the new algorithm proposed in this paper processes more reasonable load balancing, which has more advantages in the average response time and the actual number of concurrent. All in all, it meets the design requirements.","PeriodicalId":326400,"journal":{"name":"2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133132936","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

Study on the design of public space based on the digital-driven Nishan Luyuan New Village 基于数字化驱动的尼山绿园新村公共空间设计研究

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00021

Hongmei Li, Xiangtian Ma, Jialei Li, Shulong Wang

引用次数: 0

Research on the Application and Optimization of Open Source Hardware and Programming in Education of Digital Media Art Design 开源硬件与编程在数字媒体艺术设计教育中的应用与优化研究

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00112

Yuan-Ting Chen, Lingyun Zhou

{"title":"Research on the Application and Optimization of Open Source Hardware and Programming in Education of Digital Media Art Design","authors":"Yuan-Ting Chen, Lingyun Zhou","doi":"10.1109/AINIT54228.2021.00112","DOIUrl":"https://doi.org/10.1109/AINIT54228.2021.00112","url":null,"abstract":"In the wake of the convergence of transformation and technology in education of digital media art design, opensource hardware and programming coursesare receiving ever increasing attention from design majors and universities both at home and abroad. In this paper, the situation that various types of colleges related to design carry out teaching was analyzed, and then, the teaching design process of \"open source hardware and programming\" of digital media art was discussed, and the specific methods to optimize the teaching were summarized. In addition, the application types of open source hardware and programming in digital media art creation were explained on the basis of the previous creations by students, and the implementation situation of courses was summarized. In terms of teaching, it is concluded in this paper that: a) it is of necessity to set up majors and curriculum frameworks for the teaching of open source hardware and programming module suitable for professional digital media art design; b) the teaching methods and design that integrate art and technology should be carried outin accordance with the artistic background and professional quality of students; and c) the factor of creator is the core of interactive technology design, and the design element is the way in which a complex system interacts with the human, that is, human behavior.","PeriodicalId":326400,"journal":{"name":"2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122176987","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

A Makespan-optimized Task-Level Scheduling Strategy for Cloud Workflow Systems 云工作流系统的makespan优化任务级调度策略

2021 2nd International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Pub Date : 2021-10-01 DOI: 10.1109/AINIT54228.2021.00145

Rui Zhang, Wenyu Shi

引用次数: 1