首页 > 最新文献

Proceedings of the 4th International Conference on Networking, Information Systems & Security最新文献

英文 中文
Comparison of the mechanical behavior of two thermo-plastic polymers by static tests (numerically and experimentally): High-Density Polyethylene (HDPE) and High Impact Polystyrene (HIPS) 两种热塑性聚合物:高密度聚乙烯(HDPE)和高冲击聚苯乙烯(HIPS)的静态力学性能比较(数值和实验)
Rabiaa Elkori, Meryem Baha, A. Hachim, K. Elhad, Amal Lamarti
Tensile testing identifies the properties and mechanical characteristics of materials of different kinds (metals, polymers, etc.) [9]. Polymers are macromolecules bound together by large numbers of small molecule chains [3], polymers can be classified according to their origins, chemical structure, mode of synthesis or properties (Thermoplastics, elastomers, thermosets) [5]. The identification of polymer behavior depends on several factors, such as the type of load, temperature and morphology of the polymer. In this work we are interested in studying and characterizing two types of thermoplastic polymers, high-density polyethylene ‘HDPE’ and high-impact polystyrene ‘HIPS’ under experimental tensile testing and simulated tensile testing to understand the effect of nature and physical properties on the behavior of these polymers. The experimental and numerical results show that the two thermoplastics studied are ductile, the stress at break and the elastic limit of the HIPS are greater than those of the HDPE.
拉伸试验识别不同种类的材料(金属、聚合物等)的性能和机械特性[9]。聚合物是由大量小分子链结合在一起的大分子[3],聚合物可以根据其来源、化学结构、合成方式或性能(热塑性塑料、弹性体、热固性塑料)进行分类[5]。聚合物行为的识别取决于几个因素,如负载类型、温度和聚合物的形态。在这项工作中,我们有兴趣在实验拉伸测试和模拟拉伸测试下研究和表征两种类型的热塑性聚合物,高密度聚乙烯“HDPE”和高冲击聚苯乙烯“HIPS”,以了解性质和物理性质对这些聚合物行为的影响。实验和数值结果表明,两种热塑性塑料均具有延展性,HIPS的断裂应力和弹性极限均大于HDPE。
{"title":"Comparison of the mechanical behavior of two thermo-plastic polymers by static tests (numerically and experimentally): High-Density Polyethylene (HDPE) and High Impact Polystyrene (HIPS)","authors":"Rabiaa Elkori, Meryem Baha, A. Hachim, K. Elhad, Amal Lamarti","doi":"10.1145/3454127.3456569","DOIUrl":"https://doi.org/10.1145/3454127.3456569","url":null,"abstract":"Tensile testing identifies the properties and mechanical characteristics of materials of different kinds (metals, polymers, etc.) [9]. Polymers are macromolecules bound together by large numbers of small molecule chains [3], polymers can be classified according to their origins, chemical structure, mode of synthesis or properties (Thermoplastics, elastomers, thermosets) [5]. The identification of polymer behavior depends on several factors, such as the type of load, temperature and morphology of the polymer. In this work we are interested in studying and characterizing two types of thermoplastic polymers, high-density polyethylene ‘HDPE’ and high-impact polystyrene ‘HIPS’ under experimental tensile testing and simulated tensile testing to understand the effect of nature and physical properties on the behavior of these polymers. The experimental and numerical results show that the two thermoplastics studied are ductile, the stress at break and the elastic limit of the HIPS are greater than those of the HDPE.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127219276","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
ECG signal diagnosis using Discrete Wavelet Transform and K-Nearest Neighbor classifier. 基于离散小波变换和k近邻分类器的心电信号诊断。
Youssef Toulni, T. B. Drissi, B. Nsiri
Early detection of heart problems can save the lives of many people around the world; the electrical activity of the heart represented by electrocardiograms (ECGs) gives us important information about the health of the heart and it useful tool to detect certain cardiovascular diseases. Efficient analysis of ECG signals to extract features can be a good tool to diagnosis of these diseases; this features help us to identify the ECG signal and make the good decision in the diagnosis. The purpose of this work is to process the ECG signals using the wavelet analysis; this tool allows in the same time to denoising the signal and better locate any abnormalities that this signal presents. The features used for the characterization of the signal are obtained by extracting the statistical features from wavelet coefficients. The distinction between the signals is made by a classification of the signals, among the different existing classification methods we have adopted in this study the K Nearest Neighbors KNN method .The use of the discrete wavelet transform DWT with the Symlet 8 as a mother wavelet and the K Nearest Neighbors classifier allowed us to establish a model which is used to identify these ECG signals with an accuracy which reaches 91.60%.
早期发现心脏问题可以挽救世界各地许多人的生命;以心电图为代表的心脏电活动为我们提供了关于心脏健康的重要信息,也是检测某些心血管疾病的有用工具。对心电信号进行有效的分析提取特征,可以作为诊断这些疾病的良好工具;这一特征有助于我们识别心电信号,做出正确的诊断决策。本工作的目的是利用小波分析对心电信号进行处理;该工具可以同时对信号进行降噪,并更好地定位该信号所呈现的任何异常。通过提取小波系数的统计特征,得到用于表征信号的特征。通过对信号进行分类来区分信号,在现有的不同分类方法中,我们在本研究中采用了K近邻KNN方法。使用以Symlet 8为母小波的离散小波变换DWT和K近邻分类器,我们建立了一个用于识别这些心电信号的模型,准确率达到91.60%。
{"title":"ECG signal diagnosis using Discrete Wavelet Transform and K-Nearest Neighbor classifier.","authors":"Youssef Toulni, T. B. Drissi, B. Nsiri","doi":"10.1145/3454127.3457628","DOIUrl":"https://doi.org/10.1145/3454127.3457628","url":null,"abstract":"Early detection of heart problems can save the lives of many people around the world; the electrical activity of the heart represented by electrocardiograms (ECGs) gives us important information about the health of the heart and it useful tool to detect certain cardiovascular diseases. Efficient analysis of ECG signals to extract features can be a good tool to diagnosis of these diseases; this features help us to identify the ECG signal and make the good decision in the diagnosis. The purpose of this work is to process the ECG signals using the wavelet analysis; this tool allows in the same time to denoising the signal and better locate any abnormalities that this signal presents. The features used for the characterization of the signal are obtained by extracting the statistical features from wavelet coefficients. The distinction between the signals is made by a classification of the signals, among the different existing classification methods we have adopted in this study the K Nearest Neighbors KNN method .The use of the discrete wavelet transform DWT with the Symlet 8 as a mother wavelet and the K Nearest Neighbors classifier allowed us to establish a model which is used to identify these ECG signals with an accuracy which reaches 91.60%.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126955272","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: 6
Contribution of the Internet of Things to agricultural education and breeding in rural areas of African countries in conflict: case of the Central African Republic 物联网对非洲冲突国家农村地区农业教育和养殖的贡献:以中非共和国为例
G. M. Kossingou, Edgard Ndassimba, Nadege Gladys Ndassimba, S. Ouya
In this article, we propose a distance learning platform, coupled with traditional pedagogical programs to students and teacher-researchers of the University of Bangui, in particular the Higher Institute of Rural Development (ISDR) of M'Baiki. This platform guarantees data security thanks to WireGuard, which uses proven encryption protocols and algorithms to protect data. Access to resources is efficient thanks to the coupling of the WireGuard VPN server and the Guacamole server. The Moodle LMS platform allows remote access to course materials. BigBlueButton allows the realization of virtual classes. The realization of a part of the distance education programs requires that the actors are in the same local network. In our case, the actors are in different subnetworks which have different public and private addresses. In the logic, the actors who are geographically distant in different subnetworks do not have to communicate and carry out practical and other work. To overcome this limitation, we have configured the tunnel of the WireGuard VPN server coupled to the VXLAN. In some cases of practical work, we will have to be at layer 2 of the OSI model or the WireGuard VPN server uses layer 3 of the OSI model. To move the WireGuard VPN server tunnel from Layer 3 to Layer 2 of the OSI model, we used the coupling of the WireGuard VPN server with VXLAN technology. The features of this platform allow students and teachers to follow courses, tutorials and practical work at a distance applied to the Internet of Things technology. The inclusion of this distance learning platform in the ISRD's pedagogical program makes it possible to have part of the teaching program both face-to-face and at a distance. It also makes it possible to keep all the traditional teaching modalities.
在本文中,我们提出了一个远程学习平台,结合传统的教学计划,为班吉大学的学生和教师研究人员,特别是M'Baiki的农村发展高等研究所(ISDR)。该平台使用经过验证的加密协议和算法来保护数据,从而确保了数据的安全性。通过WireGuard VPN服务器和Guacamole服务器的耦合,提高了对资源的访问效率。Moodle LMS平台允许远程访问课程材料。BigBlueButton允许实现虚拟类。部分远程教育项目的实现要求参与者处于同一本地网络中。在我们的例子中,参与者位于不同的子网中,这些子网具有不同的公共和私有地址。在该逻辑中,在不同子网中地理位置遥远的参与者不需要进行通信和执行实际工作。为了克服这个限制,我们配置了与VXLAN耦合的WireGuard VPN服务器的隧道。在实际工作的某些情况下,我们将不得不在OSI模型的第2层,或者WireGuard VPN服务器使用OSI模型的第3层。为了将WireGuard VPN服务器隧道从OSI模型的第3层移动到第2层,我们使用了WireGuard VPN服务器与VXLAN技术的耦合。该平台的特点使学生和教师可以远程学习应用物联网技术的课程、教程和实际工作。在ISRD的教学计划中包含这个远程学习平台,使得面对面和远程教学计划的一部分成为可能。这也使得保留所有传统的教学模式成为可能。
{"title":"Contribution of the Internet of Things to agricultural education and breeding in rural areas of African countries in conflict: case of the Central African Republic","authors":"G. M. Kossingou, Edgard Ndassimba, Nadege Gladys Ndassimba, S. Ouya","doi":"10.1145/3454127.3456586","DOIUrl":"https://doi.org/10.1145/3454127.3456586","url":null,"abstract":"In this article, we propose a distance learning platform, coupled with traditional pedagogical programs to students and teacher-researchers of the University of Bangui, in particular the Higher Institute of Rural Development (ISDR) of M'Baiki. This platform guarantees data security thanks to WireGuard, which uses proven encryption protocols and algorithms to protect data. Access to resources is efficient thanks to the coupling of the WireGuard VPN server and the Guacamole server. The Moodle LMS platform allows remote access to course materials. BigBlueButton allows the realization of virtual classes. The realization of a part of the distance education programs requires that the actors are in the same local network. In our case, the actors are in different subnetworks which have different public and private addresses. In the logic, the actors who are geographically distant in different subnetworks do not have to communicate and carry out practical and other work. To overcome this limitation, we have configured the tunnel of the WireGuard VPN server coupled to the VXLAN. In some cases of practical work, we will have to be at layer 2 of the OSI model or the WireGuard VPN server uses layer 3 of the OSI model. To move the WireGuard VPN server tunnel from Layer 3 to Layer 2 of the OSI model, we used the coupling of the WireGuard VPN server with VXLAN technology. The features of this platform allow students and teachers to follow courses, tutorials and practical work at a distance applied to the Internet of Things technology. The inclusion of this distance learning platform in the ISRD's pedagogical program makes it possible to have part of the teaching program both face-to-face and at a distance. It also makes it possible to keep all the traditional teaching modalities.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124143854","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 literature survey on anti-phishing in websites 网站反网络钓鱼的文献综述
Rania Zaimi, Mohamed Hafidi, Mahnane Lamia
Abstract. Phishing and fraud sites have been widespread on the internet in recent times, which's become a source of great concern and a serious cybersecurity problem, as internet fraudsters target sensitive data and personal information of users, especially the username and password. Numerous approaches have been proposed and used to prevent and reduce these phishing websites and attacks, and protect users and their privacy. In this paper, we categorized the present anti-phishing approaches into two main classes: Content-based and Non-content-based. The content-based approach is also classified into URL content analysis and webpage content analysis. This helps in finding out numerous anti-phishing techniques and algorithms to choose the best approach in future contributions.
摘要近年来,网络钓鱼和诈骗网站在互联网上广泛存在,这已经成为一个令人关注的问题和严重的网络安全问题,因为网络诈骗者的目标是用户的敏感数据和个人信息,特别是用户名和密码。已经提出并使用了许多方法来预防和减少这些网络钓鱼网站和攻击,并保护用户和他们的隐私。在本文中,我们将目前的反网络钓鱼方法分为两大类:基于内容和非基于内容。基于内容的方法又分为URL内容分析和网页内容分析。这有助于找出许多反网络钓鱼技术和算法,以便在未来的贡献中选择最佳方法。
{"title":"A literature survey on anti-phishing in websites","authors":"Rania Zaimi, Mohamed Hafidi, Mahnane Lamia","doi":"10.1145/3454127.3456580","DOIUrl":"https://doi.org/10.1145/3454127.3456580","url":null,"abstract":"Abstract. Phishing and fraud sites have been widespread on the internet in recent times, which's become a source of great concern and a serious cybersecurity problem, as internet fraudsters target sensitive data and personal information of users, especially the username and password. Numerous approaches have been proposed and used to prevent and reduce these phishing websites and attacks, and protect users and their privacy. In this paper, we categorized the present anti-phishing approaches into two main classes: Content-based and Non-content-based. The content-based approach is also classified into URL content analysis and webpage content analysis. This helps in finding out numerous anti-phishing techniques and algorithms to choose the best approach in future contributions.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126163928","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
IoT and AI based intelligent system to fight against COVID-19 基于物联网和人工智能的智能系统抗击新冠肺炎
Asmae Bouchareb, Abdelhak Boulaalam, I. Bellamine
In this global health crisis, several efforts have been launched to monitor and control the spread of the COVID-19 pandemic. Those efforts require the support of new technologies like the Internet of Things, Artificial Intelligence, Image and Video Processing, Big Data, and Machine Learning to tackle various problems related to this viral pandemic. In these circumstances, public places such as hospitals, public transportation, and supermarkets need a more scientific and practical system/guidance to identify the probable COVID-19 cases. In this paper, we design an Internet of Things-Artificial Intelligence IoT-AI based intelligent system to monitor the suspect cases in public places. Based on implicit/Explicit data acquisition flow, the system provides information to public authorities. In a public place, the actions of suspicious people are collected by sensors such as thermal cameras, connected cameras, and Smartphone embedded sensors. Subsequently, this data is sent to the system for analysis. Thanks to artificial intelligence technology, the system can extract useful information to determine suspicious COVID-19 cases. In this article, we will describe the proposed global system. The design of this type of system is a trend for the future wider application to deal with COVID-19.
在这场全球卫生危机中,为监测和控制COVID-19大流行的传播,开展了多项努力。这些努力需要物联网、人工智能、图像和视频处理、大数据和机器学习等新技术的支持,以解决与这种病毒大流行相关的各种问题。在这种情况下,医院、公共交通、超市等公共场所需要更加科学实用的系统/指导来识别新冠肺炎可能病例。本文设计了一种基于物联网-人工智能(IoT-AI)的公共场所可疑案件智能监控系统。基于隐式/显式数据采集流程,系统向公共部门提供信息。在公共场所,通过热像仪、联网摄像机和智能手机嵌入式传感器等传感器收集可疑人员的行为。随后,这些数据被发送到系统进行分析。通过人工智能技术,该系统可以提取有用的信息,以确定可疑病例。在本文中,我们将描述拟议的全球系统。这种系统的设计是未来更广泛应用于应对COVID-19的趋势。
{"title":"IoT and AI based intelligent system to fight against COVID-19","authors":"Asmae Bouchareb, Abdelhak Boulaalam, I. Bellamine","doi":"10.1145/3454127.3457618","DOIUrl":"https://doi.org/10.1145/3454127.3457618","url":null,"abstract":"In this global health crisis, several efforts have been launched to monitor and control the spread of the COVID-19 pandemic. Those efforts require the support of new technologies like the Internet of Things, Artificial Intelligence, Image and Video Processing, Big Data, and Machine Learning to tackle various problems related to this viral pandemic. In these circumstances, public places such as hospitals, public transportation, and supermarkets need a more scientific and practical system/guidance to identify the probable COVID-19 cases. In this paper, we design an Internet of Things-Artificial Intelligence IoT-AI based intelligent system to monitor the suspect cases in public places. Based on implicit/Explicit data acquisition flow, the system provides information to public authorities. In a public place, the actions of suspicious people are collected by sensors such as thermal cameras, connected cameras, and Smartphone embedded sensors. Subsequently, this data is sent to the system for analysis. Thanks to artificial intelligence technology, the system can extract useful information to determine suspicious COVID-19 cases. In this article, we will describe the proposed global system. The design of this type of system is a trend for the future wider application to deal with COVID-19.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124593767","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
Proposal for an alert and monitoring solution based on the SIP and IoT protocol: the case of agriculture 基于SIP和物联网协议的警报和监控解决方案建议:以农业为例
L. Ndiaye, Kéba Gueye, S. Ouya
The increase in the world's population is forcing a shift towards smart agricultural practices. This, together with dwindling natural resources, limited availability of arable land and increasing unpredictable weather conditions, makes food security a major concern for most countries. As a result, the use of Internet of Things (IoT), ToIP and data analytics (DA) are helping to improve operational efficiency and productivity in the agricultural sector. There is a paradigm shift from the use of Wireless Sensor Network (WSN) as a major driver of smart agriculture to the use of IoT and DA. In this article, we are going to couple the robustness of connected objects with IP telephony (the SIP protocol) to set up a system allowing an agronomist to consult but also to be informed about the state of the soil of his plants in moisture matter. He does not have to be present in the field but simply have his phone to check the condition of the soil in the plants. He will dial a number and the system will communicate the water level in the ground to him and he can make decisions. In case he does not consult for a certain time and the ground level reaches a defined value, the system sends him an alert by automatic call and a channel will communicate to him the state of the garden soil, he can in turn call his sensible gardener will water to restore the condition of the soil to normal.
世界人口的增长正迫使人们转向智能农业实践。这一点,再加上自然资源日益减少、可耕地有限以及日益不可预测的天气条件,使粮食安全成为大多数国家的主要关切。因此,物联网(IoT)、topip和数据分析(DA)的使用有助于提高农业部门的运营效率和生产力。从使用无线传感器网络(WSN)作为智能农业的主要驱动力,到使用物联网和数据处理,模式发生了转变。在本文中,我们将把连接对象的健壮性与IP电话(SIP协议)结合起来,建立一个系统,使农学家能够咨询,同时也能了解他的植物在水分物质中的土壤状态。他不需要出现在田地里,只需要用他的手机来检查植物的土壤状况。他拨一个号码,系统就会把地面的水位告诉他,他就可以做决定了。如果他在一段时间内没有进行咨询,并且地面水位达到设定值,系统将通过自动呼叫向他发送警报,并通过通道将花园土壤的状态传达给他,他可以反过来呼叫他的明智的园丁将水恢复到土壤状态正常。
{"title":"Proposal for an alert and monitoring solution based on the SIP and IoT protocol: the case of agriculture","authors":"L. Ndiaye, Kéba Gueye, S. Ouya","doi":"10.1145/3454127.3457617","DOIUrl":"https://doi.org/10.1145/3454127.3457617","url":null,"abstract":"The increase in the world's population is forcing a shift towards smart agricultural practices. This, together with dwindling natural resources, limited availability of arable land and increasing unpredictable weather conditions, makes food security a major concern for most countries. As a result, the use of Internet of Things (IoT), ToIP and data analytics (DA) are helping to improve operational efficiency and productivity in the agricultural sector. There is a paradigm shift from the use of Wireless Sensor Network (WSN) as a major driver of smart agriculture to the use of IoT and DA. In this article, we are going to couple the robustness of connected objects with IP telephony (the SIP protocol) to set up a system allowing an agronomist to consult but also to be informed about the state of the soil of his plants in moisture matter. He does not have to be present in the field but simply have his phone to check the condition of the soil in the plants. He will dial a number and the system will communicate the water level in the ground to him and he can make decisions. In case he does not consult for a certain time and the ground level reaches a defined value, the system sends him an alert by automatic call and a channel will communicate to him the state of the garden soil, he can in turn call his sensible gardener will water to restore the condition of the soil to normal.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127533195","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
Review on Embedded Systems and the Internet of Things: Comparative Study 嵌入式系统与物联网综述:比较研究
A. Cherkaoui, S. Merzouk, A. Marzak, M. Hain
Nowadays, thanks to the explosion of the Internet of Things or IoT, any object for public or industrial use can be connected to the Internet and become connected. Which requires companies to follow this explosion and to make improvements on their products to meet the evolving needs of human society. Going back before the explosion of the IoT, the business life was based on the embedded system concept. The latter is the combination of software and hardware, with fixed or programmable capabilities and it is specifically designed for a type of a particular application. This article presents a definition and a comparative study of a set of microcontrollers, boards, and operating systems the most used in IoT projects. Additionally, this comparative study helps us focus on the transition from embedded to IoT, by discussing the evolution of embedded systems.
如今,由于物联网或IoT的爆炸式增长,任何公共或工业用途的物体都可以连接到互联网并连接起来。这就要求公司紧跟这种爆炸式增长,改进产品,以满足人类社会不断变化的需求。回到物联网爆发之前,商业生活是基于嵌入式系统的概念。后者是软件和硬件的组合,具有固定或可编程的功能,它是专门为特定应用类型设计的。本文介绍了物联网项目中最常用的一组微控制器、板和操作系统的定义和比较研究。此外,通过讨论嵌入式系统的演变,这项比较研究有助于我们关注从嵌入式到物联网的过渡。
{"title":"Review on Embedded Systems and the Internet of Things: Comparative Study","authors":"A. Cherkaoui, S. Merzouk, A. Marzak, M. Hain","doi":"10.1145/3454127.3457636","DOIUrl":"https://doi.org/10.1145/3454127.3457636","url":null,"abstract":"Nowadays, thanks to the explosion of the Internet of Things or IoT, any object for public or industrial use can be connected to the Internet and become connected. Which requires companies to follow this explosion and to make improvements on their products to meet the evolving needs of human society. Going back before the explosion of the IoT, the business life was based on the embedded system concept. The latter is the combination of software and hardware, with fixed or programmable capabilities and it is specifically designed for a type of a particular application. This article presents a definition and a comparative study of a set of microcontrollers, boards, and operating systems the most used in IoT projects. Additionally, this comparative study helps us focus on the transition from embedded to IoT, by discussing the evolution of embedded systems.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130209827","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 Survey on SDN based energy-efficiency approaches in IoT: ‎Systematic‎ survey on energy conservation methods in IoT 物联网中基于SDN的节能方法研究:物联网中节能方法的系统研究
Taki Eddine Chaib Ainou, Soheyb Ayad, L. Terrissa
The Internet of Things, enabled by the rapid spread of telecommunication technologies, has become an integral part of our lives. However, it still faces some challenges that hinder its wide deployment. the number of connected things is counting in billions which theoretically generates massive data that leads to important energy consumption and expands the CO2 emission in Cloud infrastructures and backbone networks, also reduce the life-time of things at the Edge level. Software-Defined Networking is a new paradigm based on the centralization of large-scale network infrastructure control, which offers the flexibility of software and hardware device management. In this survey paper, we highlight the main energy-efficiency existing approaches and their limits in SDN architectures for IoT infrastructures.
随着通信技术的迅速普及,物联网已经成为我们生活中不可或缺的一部分。然而,它仍然面临着一些阻碍其广泛部署的挑战。连接的事物数量以数十亿计,理论上会产生大量数据,导致重要的能源消耗,并扩大云基础设施和骨干网络的二氧化碳排放,也会减少边缘层面的事物寿命。软件定义网络是一种基于大规模网络基础设施集中控制的新模式,它提供了软件和硬件设备管理的灵活性。在这篇调查论文中,我们强调了主要的节能现有方法及其在物联网基础设施的SDN架构中的局限性。
{"title":"A Survey on SDN based energy-efficiency approaches in IoT: ‎Systematic‎ survey on energy conservation methods in IoT","authors":"Taki Eddine Chaib Ainou, Soheyb Ayad, L. Terrissa","doi":"10.1145/3454127.3456577","DOIUrl":"https://doi.org/10.1145/3454127.3456577","url":null,"abstract":"The Internet of Things, enabled by the rapid spread of telecommunication technologies, has become an integral part of our lives. However, it still faces some challenges that hinder its wide deployment. the number of connected things is counting in billions which theoretically generates massive data that leads to important energy consumption and expands the CO2 emission in Cloud infrastructures and backbone networks, also reduce the life-time of things at the Edge level. Software-Defined Networking is a new paradigm based on the centralization of large-scale network infrastructure control, which offers the flexibility of software and hardware device management. In this survey paper, we highlight the main energy-efficiency existing approaches and their limits in SDN architectures for IoT infrastructures.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132459271","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
DNN2FPGA: Generic Design Flow to Implement DNNs on FPGAs DNN2FPGA:在fpga上实现dnn的通用设计流程
El Hadrami Cheikh Tourad, M. Eleuldj
Deep Neural Networks (DNNs) have recently indicated a considerable advantage in many deep learning tasks such as image classification and speech recognition. However, the achievement of high-performance DNNs has accompanied an expansion in computing and memory requirements. Due to these features, the Field-Programmable Gate Arrays (FPGA) devices are ideal for deploying DNNs, and they have the required flexibility, power efficiency, and computing performance. The implementation of DNN on FPGA is usually done using a high-level language such as python, followed by a manual transformation to Hardware Description Language (HDL), and finally, the synthesis using a vendor tool. This transformation is time-consuming and requires HDL expertise, which limits the relevance of FPGAs. The paper reviews some related works, shows the proposed design flow, then the hardware implementation, and shows two case study results: A Multi-Layer Perceptron (MLP) used to solve the classical XOR problem DNN for MNIST dataset classification. Finally, we present the conclusion and future works. This paper presents a new generic design flow of implementing DNN models automatically from the high-level language to FPGA devices, which takes the model in graph presentation as input and automatically generates the FPGA’s hardware implementations.
深度神经网络(dnn)最近在图像分类和语音识别等许多深度学习任务中显示出相当大的优势。然而,高性能深度神经网络的实现伴随着计算和内存需求的扩展。由于这些特性,现场可编程门阵列(FPGA)设备是部署深度神经网络的理想选择,它们具有所需的灵活性、功率效率和计算性能。在FPGA上实现DNN通常使用高级语言(如python)完成,然后手动转换为硬件描述语言(HDL),最后使用供应商工具进行合成。这种转换非常耗时,并且需要HDL专业知识,这限制了fpga的相关性。本文回顾了一些相关工作,展示了提出的设计流程,然后展示了硬件实现,并展示了两个案例研究结果:用于解决MNIST数据集分类的经典异或问题的多层感知器(MLP)。最后,对本文的研究结论和未来工作进行了展望。本文提出了一种从高级语言到FPGA器件自动实现深度神经网络模型的通用设计流程,该流程以图形表示的模型为输入,自动生成FPGA的硬件实现。
{"title":"DNN2FPGA: Generic Design Flow to Implement DNNs on FPGAs","authors":"El Hadrami Cheikh Tourad, M. Eleuldj","doi":"10.1145/3454127.3456597","DOIUrl":"https://doi.org/10.1145/3454127.3456597","url":null,"abstract":"Deep Neural Networks (DNNs) have recently indicated a considerable advantage in many deep learning tasks such as image classification and speech recognition. However, the achievement of high-performance DNNs has accompanied an expansion in computing and memory requirements. Due to these features, the Field-Programmable Gate Arrays (FPGA) devices are ideal for deploying DNNs, and they have the required flexibility, power efficiency, and computing performance. The implementation of DNN on FPGA is usually done using a high-level language such as python, followed by a manual transformation to Hardware Description Language (HDL), and finally, the synthesis using a vendor tool. This transformation is time-consuming and requires HDL expertise, which limits the relevance of FPGAs. The paper reviews some related works, shows the proposed design flow, then the hardware implementation, and shows two case study results: A Multi-Layer Perceptron (MLP) used to solve the classical XOR problem DNN for MNIST dataset classification. Finally, we present the conclusion and future works. This paper presents a new generic design flow of implementing DNN models automatically from the high-level language to FPGA devices, which takes the model in graph presentation as input and automatically generates the FPGA’s hardware implementations.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128858146","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
Already 6G? Why? 已经6克?为什么?
Oumaima El Rhazal, T. Mazri
Recently, 5th generation of mobile networks started its commercialization after about 10 years of researches, which gave the world a new technology dimensions and turn a lot of 2010 dreams and goals into reality. The step where the world arrived today gives so much ambition to think about more technology ideas and goals for the next decade. The expectations for the world of 2030 have already started, more precisely we are talking about the 6th generation of wireless communications. The need for a 6G comes from the world's expectations and device growth after 10 years from now, such need creates various challenges and questions in research fields to step toward next decade with steady pace. In this article we will answer interrogations about the 6G obligatory, how it will look like and challenges to reach such huge innovation in mobile network. Also, we will discuss important axes to deal with such challenges.
最近,经过大约10年的研究,第五代移动网络开始商业化,它给世界带来了一个新的技术维度,使许多2010年的梦想和目标成为现实。当今世界所走过的这一步,给了我们巨大的雄心,让我们去思考未来十年更多的技术理念和目标。对2030年世界的期望已经开始,更准确地说,我们正在谈论第六代无线通信。对6G的需求来自于10年后世界的期望和设备的增长,这种需求给研究领域带来了各种挑战和问题,以便稳步迈向下一个10年。在本文中,我们将回答有关6G强制性的问题,它将是什么样子,以及在移动网络中实现如此巨大的创新所面临的挑战。此外,我们将讨论应对这些挑战的重要轴心。
{"title":"Already 6G? Why?","authors":"Oumaima El Rhazal, T. Mazri","doi":"10.1145/3454127.3456619","DOIUrl":"https://doi.org/10.1145/3454127.3456619","url":null,"abstract":"Recently, 5th generation of mobile networks started its commercialization after about 10 years of researches, which gave the world a new technology dimensions and turn a lot of 2010 dreams and goals into reality. The step where the world arrived today gives so much ambition to think about more technology ideas and goals for the next decade. The expectations for the world of 2030 have already started, more precisely we are talking about the 6th generation of wireless communications. The need for a 6G comes from the world's expectations and device growth after 10 years from now, such need creates various challenges and questions in research fields to step toward next decade with steady pace. In this article we will answer interrogations about the 6G obligatory, how it will look like and challenges to reach such huge innovation in mobile network. Also, we will discuss important axes to deal with such challenges.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"489 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123158220","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
期刊
Proceedings of the 4th International Conference on Networking, Information Systems & Security
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1