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2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)最新文献

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DGA Domain Name Detection Based on SVM Under Grey Wolf optimization Algorithm 灰狼优化算法下基于SVM的DGA域名检测
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040762
Jingyu Huang, Guidong Zhang, Yongjun Shen
{"title":"DGA Domain Name Detection Based on SVM Under Grey Wolf optimization Algorithm","authors":"Jingyu Huang, Guidong Zhang, Yongjun Shen","doi":"10.1109/ICSESS47205.2019.9040762","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040762","url":null,"abstract":"At present, malwares are used by attackers to generate many malicious domain names and implant malicious instructions in malicious domain names. These bring huge losses to users that visit. This paper proposes a DGA domain name detection model based on SVM under GWO. It uses GWO to optimize the parameters of SVM and improve the search speed of optimal parameters. Through the training and testing for the domain name data set composed of the DGA domain names and the legal domain names, and the comparison of the traditional SVM algorithm classification, the results showed that the accuracy of the GWO optimized SVM classification algorithm reaches 97.49%, increased by 3.46%. With faster calculation speed and higher accuracy, the performance of the algorithm is significantly improved.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129335294","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
ICSESS 2019 Table of Contents ICSESS 2019目录
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/icsess47205.2019.9040802
{"title":"ICSESS 2019 Table of Contents","authors":"","doi":"10.1109/icsess47205.2019.9040802","DOIUrl":"https://doi.org/10.1109/icsess47205.2019.9040802","url":null,"abstract":"","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129553584","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
An Improved Pointwise Convolutional Block for Efficient Model Compression 一种改进的点向卷积块用于高效模型压缩
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040771
Yingiie Jia, Weiwei Miao, Chengling Jiang, Wen Ye
{"title":"An Improved Pointwise Convolutional Block for Efficient Model Compression","authors":"Yingiie Jia, Weiwei Miao, Chengling Jiang, Wen Ye","doi":"10.1109/ICSESS47205.2019.9040771","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040771","url":null,"abstract":"Though pointwise convolutions play critical roles in compact networks such as ShuffleNet [1] and MobileNet Series [2], [3], unfortunately, they typically account for the majority of the parameters of the entire network, preventing further reductions in model size. To address this shortcoming while retaining model performance, we propose a brand new pointwise convolutional block, termed as the “Improved Pointwise Convolution” (IPC) block. For each channel feature of the input tensor in IPC block, the corresponding scores are first adaptively computed and then all of the scores are used to perform pointwise convolution with the input tensor. We design an effective mechanism to construct the IPC block, which therefore provide three significant advantages: (i) The parameters of the regular pointwise convolu-tions no longer need to be stored on physical devices, thus contributing to remarkably reduction in model size. (ii) The tradeoff between model size and performance can be controlled by adjusting two hyper-parameters in the IPC block. (iii) The IPC block can be a substitution for regular pointwise convolution in neural networks especially in compact networks. Compared to other popular compact models, experiments on CFAR-10 demonstrate that the IPC block has the superior ability in further model compression without affecting their accuracy.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132157490","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
Business-Aware ERP Cloud Software Evolution 业务感知ERP云软件演进
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040729
Long-ye Tang, Wenjie Xu, Daisen Wei
{"title":"Business-Aware ERP Cloud Software Evolution","authors":"Long-ye Tang, Wenjie Xu, Daisen Wei","doi":"10.1109/ICSESS47205.2019.9040729","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040729","url":null,"abstract":"ERP cloud software and the related issues were focused in this paper. A business-aware framework was proposed in order to improve the flexibility of ERP implementation and evolution, in which users can change or update business processes as required. Such business changes can be captured by the process engine. And then the engine can call the analyzer to determine the complexity of these changes, which can be measured according to the property of forward compatibility defined to evaluate the scale and status of the coming evolution. After that, activity instance scheduler together with change locators can be called to cooperatively complete the process of ERP cloud service evolution by operating the caching sequence of cloud service instances. And practices showed that this mechanism was efficient.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127639761","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
Simulation and Optimization of Intelligent Workshop Layout and Logistics Transportation by System Layout Planning Combined with Em-plant 系统布局规划与Em-plant相结合的智能车间布局与物流运输仿真与优化
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040788
Xu Mengzhen, Wang Yong, Yang Haigen, Wang Lei, Han Longbao, Yu Hongyan, Xu Wenting, Ma Jun
{"title":"Simulation and Optimization of Intelligent Workshop Layout and Logistics Transportation by System Layout Planning Combined with Em-plant","authors":"Xu Mengzhen, Wang Yong, Yang Haigen, Wang Lei, Han Longbao, Yu Hongyan, Xu Wenting, Ma Jun","doi":"10.1109/ICSESS47205.2019.9040788","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040788","url":null,"abstract":"In the context of \"made in China 2025\" and \"industry 4.0\", the application research of intelligent manufacturing and process design of intelligent workshop are in full swing. In this paper, according to the production mode and requirements of B group, and based on SLP theory, the rationalization of workshop layout and logistics is realized. At the same time, eM-plant is used to simulate the production workshop layout and logistics before and after optimization. The research results show that the optimization of workshop layout and logistics based on SLP theory improves production efficiency, reduces equipment failure rate and improves operation efficiency.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131678838","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
Modeling and Simulation of Vehicle Braking System Based on PID Control 基于PID控制的汽车制动系统建模与仿真
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040743
Xin Chen, Mingmao Hu, Q. Guan
{"title":"Modeling and Simulation of Vehicle Braking System Based on PID Control","authors":"Xin Chen, Mingmao Hu, Q. Guan","doi":"10.1109/ICSESS47205.2019.9040743","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040743","url":null,"abstract":"A slip controller for vehicles based on PID theory is established in this paper. A single wheel brake model for vehicles with nonlinear Burckhardt tire and hydraulic brake system were built. And ABS controller with PID was designed. After that, the simulation experiments under different pavement conditions were carried out based on Simulink to verify the effectiveness and robustness of the control system. The results show that the vehicle with PID control can brake safely on different road surfaces, and the control system has good robustness.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125523792","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 and Implementation of Embedded Protocol Conversion Gateway for Intelligent Buildings 智能建筑嵌入式协议转换网关的设计与实现
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040734
Jiangmiao Xie, Q. Gao
{"title":"Design and Implementation of Embedded Protocol Conversion Gateway for Intelligent Buildings","authors":"Jiangmiao Xie, Q. Gao","doi":"10.1109/ICSESS47205.2019.9040734","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040734","url":null,"abstract":"In order to monitor and manage the devices under different fieldbus networks comprehensively in intelligent buildings, we designed a fieldbus protocol conversion gateway system based on embedded Linux platform. The fieldbus protocols (Modbus/RTU, BACnet/MSTP and DL/T645-2007) which use RS485 serial interface can be converted into Modbus/TCP protocol based on the Ethernet TCP/IP network by the gateway. In this system, the gateway uses ARM-Cotex-A8-based microprocessor AM335x equipped with embedded Linux to run the protocol conversion program. And Qt Creator is used to develop the client that realizes the functions of configuring the gateway and accessing each device in intelligent buildings through the gateway. Experiment results have shown that the gateway system we proposed has good real-time property and stability, and the remote client can obtain the data from devices and change the parameters of devices.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"PC-26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126678323","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: 5
Tunneling SSL VPN Based on PF_RING 基于PF_RING的SSL VPN隧道
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040747
Wu Ke-he, Zhao Peng, Cui Wenchao, Zhang Xiankang, Cui AJun
{"title":"Tunneling SSL VPN Based on PF_RING","authors":"Wu Ke-he, Zhao Peng, Cui Wenchao, Zhang Xiankang, Cui AJun","doi":"10.1109/ICSESS47205.2019.9040747","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040747","url":null,"abstract":"A traditional tunnel type SSL VPN gateway uses a virtual network card to establish a VPN tunnel, and reads and writes a virtual network card to complete the transmission and reception of tunnel payload data packets. However, the maximum packet length that the virtual network card can read and write at a time is the MTU value of the link layer, which limits the data throughput of the gateway. In addition, the data packets written by the virtual network card are more than once transferred in the system protocol stack than the normal data packets. Reduce the data transmission rate of the gateway and increase the delay of data transmission. In response to the above problems and combined with development practices, the paper proposes a high-performance tunnel SSL VPN implementation based on PF_RING. A tunnel-type SSL VPN gateway framework using PF_RING instead of a virtual NIC is designed. The framework uses the data capture interface provided by PF_RING to complete the transmission and reception of existing SSL packets by means of the system protocol stack, and implements the connection forwarding function of the VPN gateway in the user mode. The experimental results show that the tunnel SSL VPN gateway implemented by PF_RING high-speed packet capture technology achieves a performance improvement of 30% in terms of network delay data throughput and file download rate..","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121073061","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
Convolutional Neural Network Method for Particle Selection of Cryo-EM Micrographs 基于卷积神经网络的低温电镜颗粒选择方法
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040799
Du Xuan, Luo Lei, Su Huayou, Li Dongsheng, Jiang Yue
{"title":"Convolutional Neural Network Method for Particle Selection of Cryo-EM Micrographs","authors":"Du Xuan, Luo Lei, Su Huayou, Li Dongsheng, Jiang Yue","doi":"10.1109/ICSESS47205.2019.9040799","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040799","url":null,"abstract":"Cryo-electron microscopy(cryo-EM) has been widely used in structural biology. Molecular particle selection in cryo-EM micrographs as an important intermediate affects the quality of 3D reconstruction. A new method called RSelector is proposed with a new feature extraction network based on characteristics of cryo-EM micrographs and two sub-networks for classification and coordinate regression. Experiments on the three public cryo-EM datasets show that with less manual interference in the training stage compared with the existing common methods, the RSelector method achieves a better selection performance and also performs well in terms of resistance to label noise.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131373831","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
Low-cost 3D Building Modeling via Image Processing 低成本3D建筑建模通过图像处理
2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2019-10-01 DOI: 10.1109/ICSESS47205.2019.9040755
Yinxin Li, Zhengyang Ding, Weiwei Miao, Mingxuan Zhang, Wei Li, Wen Ye
{"title":"Low-cost 3D Building Modeling via Image Processing","authors":"Yinxin Li, Zhengyang Ding, Weiwei Miao, Mingxuan Zhang, Wei Li, Wen Ye","doi":"10.1109/ICSESS47205.2019.9040755","DOIUrl":"https://doi.org/10.1109/ICSESS47205.2019.9040755","url":null,"abstract":"In the era of Big Data, 3D electronic maps and GIS are widely used in geographic information analysis and urban computing. However, the production cost of electronic maps is expensive, especially that of 3D modeling of buildings that are important geographic objects. In this paper, we propose a fast and low-cost method for 3D modeling of buildings by using building images provided by online electronic maps. The method employs edge detection to identify the bottom contours of buildings in 2D building images; it then takes DNN-based object detection and semantic segmentation to spill a single building from 3D building images, and calculates the height of the building facades. We use this approach to model 22,740 3D buildings in the urban area of Nanjing, and take a 5m high-resolution electronic map as the benchmark to evaluate the modeling accuracy. The results show that image-based 3D building modeling is able to provide acceptable-precision 3D geometry information of buildings.","PeriodicalId":203944,"journal":{"name":"2019 IEEE 10th International Conference on Software Engineering and Service Science (ICSESS)","volume":"235 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131381969","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
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