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2023 8th International Conference on Computer and Communication Systems (ICCCS)最新文献

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3D Visualization of Forest Fire Spread Model Based on Cellular Automata 基于元胞自动机的森林火灾蔓延模型三维可视化
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150987
Zeqing Hou, Yu Sun, Mingyu Cai
{"title":"3D Visualization of Forest Fire Spread Model Based on Cellular Automata","authors":"Zeqing Hou, Yu Sun, Mingyu Cai","doi":"10.1109/ICCCS57501.2023.10150987","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150987","url":null,"abstract":"Whereas the traditional forest fire spread model cannot clearly and dynamically display the fire spread process, this paper optimizes the cell structure and evolution rules of cellular automata (CA) in the traditional forest fire spread model to improve the simulation accuracy and develops a forest fire spread simulation system using Unity 3D technology, which realizes the dynamically display and 3D visualization of forest fire spread process. It plays an important role in forest fire prevention and extinguishing.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129201966","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
Object Detection for Rare Birds on the Plateau 高原珍稀鸟类的目标检测
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150849
Deqi Dong, Zhijie Xiao, Lulian Liu, Xiao-Di Li
{"title":"Object Detection for Rare Birds on the Plateau","authors":"Deqi Dong, Zhijie Xiao, Lulian Liu, Xiao-Di Li","doi":"10.1109/ICCCS57501.2023.10150849","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150849","url":null,"abstract":"Object detection has always been a hot research direction in the field of computer vision. At present, most methods are supervised learning methods, but this algorithm requires a large amount of image labeled data, which not only takes time to manually label, but also takes a lot of time when training data. In this paper, the improved object detection network based on yolov3 network is studied, due to the fast inference speed of yolov3, high cost performance and strong versatility, the improved object detection network can identify and locate specific class objects by extracting features by algorithms. In order to improve the performance of detection, before training, the labeled pictures of rare birds on the plateau were augmented to expand the data, and attention mechanisms were added to the last three effective output layers of the backbone network. Finally, the experimental results show that the obtained model has a certain improvement in the picture detection effect of rare birds on the plateau.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129287497","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
Blockchain-Based Distributed Service Registry and Discovery in 6G Core Network 6G核心网中基于区块链的分布式服务注册与发现
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10151096
Sibo Chen, Yilin Lin, Ruiqi Zhang, Yuqin Liu
{"title":"Blockchain-Based Distributed Service Registry and Discovery in 6G Core Network","authors":"Sibo Chen, Yilin Lin, Ruiqi Zhang, Yuqin Liu","doi":"10.1109/ICCCS57501.2023.10151096","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10151096","url":null,"abstract":"Compared with previous generations of traditional network, the 5G core network uses a service-based architecture, in which the communication between network functions (NF) depends on a centralized multi-level service registry and discovery mechanism. In the 6G era, the core network will be further distributed and the participants in the network ecosystem will be more diverse. Therefore, a more flexible and efficient way is needed to achieve rapid addressing while avoiding the trust problem between different participants. As a “decentralized” information storage and management technology, Blockchain is naturally suitable for solving this problem. In this paper, we propose an effective service registry and discovery method. This method uses blockchain technology to record the information of the core network NF, then other processes can be realized through it. The application scenario and scheme of this method are introduced, as well as the feasibility and functional integrity are verified.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130667552","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
Construction of Secure and Energy-Efficient Connected Wireless Sensor Networks 构建安全、节能的互联无线传感器网络
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150699
Alberto Ceballos Delgado, B. Bokolo, N. Senol, Wanni Perera, Min Kyung An, Ecem Simsek
{"title":"Construction of Secure and Energy-Efficient Connected Wireless Sensor Networks","authors":"Alberto Ceballos Delgado, B. Bokolo, N. Senol, Wanni Perera, Min Kyung An, Ecem Simsek","doi":"10.1109/ICCCS57501.2023.10150699","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150699","url":null,"abstract":"In this paper, we study the problem of constructing secure and energy-efficient connected communication graphs of Wireless Sensor Networks (WSNs). Unlike most existing works optimizing only one of the three constraints of WSNs: security, connectivity or energy consumption, our proposed algorithm, named Cluster-based Graph Construction (CGC) Algorithm, produces a connected graph which is secure and energy-efficient. We prove the correctness of the algorithm, and then validate its performance in terms of 1) the number of keys used, 2) power levels and 3) the node degrees and the network diameter for simulated networks as it is ideal for a network to have 1) the less number of keys as a large number of keys would increase overheads of nodes, 2) the less power level consumptions to prolong the network's lifetime, and 3) the smaller node degrees and diameters for WSNs applications to produce lesslatency schedules. Finally, we conclude with the future research directions.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125701422","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
Comparison of cuFHE vs TFHE on Arithmetic Circuit Computation cuFHE与TFHE在算术电路计算上的比较
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150632
Darren C. Ong, Russell Yap, C. Yap
{"title":"Comparison of cuFHE vs TFHE on Arithmetic Circuit Computation","authors":"Darren C. Ong, Russell Yap, C. Yap","doi":"10.1109/ICCCS57501.2023.10150632","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150632","url":null,"abstract":"This is an extension of the ongoing research project on Fully Homomorphic Encryption. Arithmetic Circuit Homomorphic Encryption (ACHE) was implemented based on the Fast Fully Homomorphic Encryption over the Torus (TFHE). This paper focuses on not just comparing the latency of the digital gates between cuFHE and TFHE, but the differences for the Public/Private key generations, the security bits size, the actual default generated key size and transmission latency. At the same time, new Arithmetic Circuits on Addition, Subtraction and Multiplication will be constructed on cuFHE. The new Circuits are compared and analysed against earlier implementation in TFHE with and without enhancements.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125731496","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 Green Supply Chain Evaluation System Based on Blockchain 基于区块链的绿色供应链评价体系
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150570
Jun Li, Jingwei Niu, Yanzhao Liu
{"title":"A Green Supply Chain Evaluation System Based on Blockchain","authors":"Jun Li, Jingwei Niu, Yanzhao Liu","doi":"10.1109/ICCCS57501.2023.10150570","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150570","url":null,"abstract":"For the material supply chain network entities, the horizontal integration between the entities in the traditional supply chain information management mode will inevitably lead to closed information, low data transparency, and insufficient node control ability, which greatly inhibits the efficiency of the supply chain and is not conducive to collaboration. Therefore, combined with the characteristics of decentralization, openness and transparency of blockchain and smart contract rules, a green supply chain evaluation system is designed and implemented based on blockchain. The evaluation index management module is responsible for quantifying the weight matrix of the index system corresponding to the evaluation model. The distributed database module is responsible for the collection of basic historical data and model data maintenance. The smart contract module is responsible for automatically exporting the online contract to the record contract for chain tracking. Supplier performance analysis and integrity evaluation module rely on contract performance data to monitor and supervise the whole process of suppliers. Analysis results show that the system has the characteristics of non-tampering, decentralization, multi-agent transparent participation in the whole process evaluation, and effectively improves the efficiency and level of green supply chain management.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130119974","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
Influence of Heterogeneity of Top Management Team on Corporate Social Responsibility Performance: Data Analysis Based on Stata 高层管理团队异质性对企业社会责任绩效的影响:基于Stata的数据分析
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150635
X. Bao, Yanran Li, Shuchang Zhang
{"title":"Influence of Heterogeneity of Top Management Team on Corporate Social Responsibility Performance: Data Analysis Based on Stata","authors":"X. Bao, Yanran Li, Shuchang Zhang","doi":"10.1109/ICCCS57501.2023.10150635","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150635","url":null,"abstract":"The purpose of this study is to study the influence of TMT heterogeneity on corporate social responsibility performance (csp) of listed companies under the institutional background of China. In this paper, the data of listed companies are collected and analyzed by citespace, Python and stata. The results show that the heterogeneity of top management team's age and social capital have a significant positive impact on corporate social responsibility performance, while the heterogeneity of education level has a negative impact on corporate social responsibility performance. At the same time, the regulatory role of government intervention only plays a role between the heterogeneity of top management team's age and social responsibility performance. This paper helps us to understand the influence of TMT heterogeneity on social responsibility performance csp in the local environment.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"262 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133934709","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
Design of a Photoconductive Antenna for High Power Terahertz Generation 大功率太赫兹光导天线的设计
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10151389
Xingyun Zhang, Yang Bai, Qunting Ren, Ming Lyu
{"title":"Design of a Photoconductive Antenna for High Power Terahertz Generation","authors":"Xingyun Zhang, Yang Bai, Qunting Ren, Ming Lyu","doi":"10.1109/ICCCS57501.2023.10151389","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10151389","url":null,"abstract":"A photoconductive antenna (PCA) based on plasmonic contact electrode gratings for high power terahertz generation is proposed and experimentally verified in this paper. The designed nano-scale gratings allow for the excitation of surface plasmon waves, which greatly improves the intensity of the optical pump near the electrodes. Thus, the terahertz output power is increased. The proposed antenna is simulated and analyzed in high frequency structure simulator (HFSS). Terahertz time domain spectroscopy setup was used to characterize the proposed antenna. The measured result shows that compared with the conventional PCA, the proposed PCA based on plasmonic contact electrodes can offer 10.5 times growth of terahertz radiation power over 0.1-2 THz.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131483394","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 Review of Vertical Switching Algorithms for Heterogeneous Wireless Networks 异构无线网络垂直交换算法研究进展
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150485
Kexin Zhou, Xiangyu Bai, Zhaoran Wang
{"title":"A Review of Vertical Switching Algorithms for Heterogeneous Wireless Networks","authors":"Kexin Zhou, Xiangyu Bai, Zhaoran Wang","doi":"10.1109/ICCCS57501.2023.10150485","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150485","url":null,"abstract":"It is expected that the next generation wireless network will provide users with excessive mobile wireless services and cover the ubiquitous network at any time. It is urgent to further study the integration and interoperation technology suitable for the heterogeneous wireless communication system covering the whole environment. The heterogeneous network vertical handoff technology is an important basis of multi-network fusion. Therefore, a seamless and efficient handoff mechanism is related to the optimal network performance of heterogeneous wireless networks (HWNs); It allows mobile users to switch from one access network to another to find the best connection for the desired service. In this paper, the recent research on vertical handoff algorithms in wireless networks is reviewed and summarized, and the future research direction is prospected.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131812902","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
Alzheimer Classification Based on Inception V3 Convolutional Neural Network 基于Inception V3卷积神经网络的阿尔茨海默病分类
2023 8th International Conference on Computer and Communication Systems (ICCCS) Pub Date : 2023-04-21 DOI: 10.1109/ICCCS57501.2023.10150992
Shengjie Liu, Teoh Teik Toe
{"title":"Alzheimer Classification Based on Inception V3 Convolutional Neural Network","authors":"Shengjie Liu, Teoh Teik Toe","doi":"10.1109/ICCCS57501.2023.10150992","DOIUrl":"https://doi.org/10.1109/ICCCS57501.2023.10150992","url":null,"abstract":"Alzheimer's disease (AD)is an incurable disease that occurs in old age and early old age, and is characterized by neuron death and brain shrinkage. In this paper, an improved convolutional neural network based on Inception V3 is proposed for the recognition of Alzheimer's disease. We used the SMOTE technique to balance the data and adjusted the study rate using the ReduceLROnPlateau callback function. And at the same time, to improve the robustness of our model, we use the Batch Normalization method. Through 60 times of training, our model can quickly and accurately classify the input images. Finally, the accuracy of our model reached 94.40% on the training set, 90.28% on the test set and 90.48% on the validation set. Besides, the AUC of the model on test set can reach 0.9857, the precision rate is 90.06%, the recall rate is 90.87%, and the Fl-score rate is 90.23%.","PeriodicalId":266168,"journal":{"name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131031679","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
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