Research on network traffic classification based on machine learning and deep learning by Yue GU, Dan LI, Kaihui GAO

“…With the continuous development of Internet technology and the continuous expansion of network scale, there are many different types of applications , and various new applications have endlessly emerged.In order to ensure the quality of service (QoS) and ensure network security, accurate and fast traffic classification is an urgent problem for both operators and network managers.Firstly, the problem definition and performance metrics of network traffic classification were given.Then, the traffic classification methods based on machine learning and deep learning were introduced respectively, the advantages and disadvantages of these methods were analyzed, and the existing problems were expounded.Next, the related work by focusing on the three problems encountered elaborated and analyzed in traffic classification when considering online deployment: dataset, zero-day application identification and the cost of online deployment, and further discusses the challenges faced by the current network traffic classification researches.Finally, the next research direction of network traffic classification was prospected.…”
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Cross-network access control mechanism for complex network environment by Fenghua LI, Tianzhu CHEN, Zhen WANG, Linjie ZHANG, Guozhen SHI, Yunchuan GUO

“…Complex network environments,such as space-ground integrated networks,internet of things and complex private networks,have some typical characteristics,e.g.…”
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IEEE 802.1x-based user identity-embedded IPv6 address generation scheme by Peng KUANG, Ying LIU, Lin HE, Gang REN

“…Embedding extensible user identities into IPv6 addresses not only provides the possibility of tracing the user identity and finely controlling the user behavior,but also helps to improve the security,auditability and credibility of the Internet.Current schemes that embed user identity within IPv6 address are hard to deploy in practice due to the complexity of DHCPv6 client development or the complicated management of temporary address.Considering the sequential logic between identity authentication and address allocation,a IEEE 802.1x-based user identity-embedded IPv6 address generation scheme was proposed.By conducting identity authentication using layer-2 mechanisms and then assigning IPv6 addresses,this scheme decoupled the process of identity authentication and address allocation,and avoided the limitation of developing new extended DHCPv6 clients for each operating system and maintaining temporary address leases on DHCPv6 servers,which was more deployable.…”
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Firefly Optimization-Based Cooperative Localization Algorithm for Intelligent IoT by Cheng peng Liu, Bin Xia, Liye Zhang

“…To achieve effective connection between each node of the Internet of Things (IoT), there is a great demand of precise positioning. …”
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Flow features and truth scale based single-ended objective assessment of perceived quality of VoIP service by CHENG Wei-qing1, GONG Jian1, DING Wei1

“…Talk experiments on the Internet by using VoIP software QQ and Skype was presented. …”
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Class conditioning and class positioning in young people's everyday life with digital media by Danielsson Martin

“…Drawing on Bourdieusian theory and qualitative interview data from two research projects, I complicate the notion of Sweden as a universally wired media welfare state by showing how economic and cultural forces are structuring Internet access and digital media practice along the lines of preexisting social divisions. …”
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Development of digital marketing technologies for promoting educational services of Russian universities in the context of global transformations by V. A. Yudina, M. A. Tanina, V. V. Bondarenko

“…Conclusions are formulated about the inclusion in the list of works on the development of the information component of the brand promotion of Russian universities of measures for search SEO optimization of university sites, more active use of SMM tools, the use of targeted, contextual advertising, positioning and placement of information on foreign Internet portals.…”
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Of Evangelism or Merchandise? The Role of Selected Christian Faith-based Schools in Nigerian Education by Mobolaji Oyebisi Ajibade

“…The secondary source includes books, journal articles, the Internet, and structured questionnaires as tools for producing information. …”
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Research on Virtual Machine Placement in Cloud Data Center by Yongbing Fan, Tian Chen, Nan Chen, Zhilan Huang, Cui'e Lv

“…The characteristics of virtual machine placement of the backbone internet and the related reference values to the engineering practice of the cloud datacenter were analyzed. …”
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Quality of accounting and tax information in Brazil by Maysa Alves Correa Silva, Cíntia Siqueira Araújo Soares, João Estevão Barbosa Neto

“…The explanatory variables included economic complexity, tax dependence, manager qualifications, employee qualifications, transparency, and internet access. Results: The results demonstrated a significant relationship between the variables tax dependence, employee qualifications, and municipal transparency. …”
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Determinants of Access and Farmers’ use of Information and Communication Technologies (1CTs) in Edo State, Nigeria by DN Okoedo-Okojie, FE Omoregbee

“…The results show that GSM is the only new ICT farmers have access to (mean= 2.66) and use regularly (mean =3.44) while they have little or no access to and use either computer, E- mail or internet. This poor farmers access to and use of new ICTs can limit the extent of agricultural information they can receive. …”
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Segmentación del comprador online en México: un estudio con base en la frecuencia de compra electrónica by José Ignacio Azuela Flores, Magda Lizet Ochoa Hernández, Jannett Ayup González

“…Se examinan los patrones de consumo en internet. Con una muestra de 1 495 consumidores online, se exploran las distintas agrupaciones (tipologías) con base en su frecuencia de compra. …”
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A general way to assign IPv6 trusted address under portal authentication by Jiang ZHOU, Hewu LI

“…As the network scale grows,it is especially important to fine-tune the network.In the next-generation Internet,embedding the user's trusted identity into the IPv6 address suffix to assign trusted addresses can further improve the traceability of network behavior.At present,many studies have attempted to embed the user’s identity information into IPv6 addresses based on portal authentication and DHCPv6,but the modification of DHCPv6 makes it not transparent to the terminal.A mechanism for trusted address assignment in IPv6 networks based on portal authentication was proposed.The collaboration between servers and software-defined networking (SDN) technology was used to realize the indirect assignment of IPv6 trusted addresses.Finally,a prototype system was implemented and its feasibility and performance were evaluated in the network of Nanjing Telecom in Jiangsu.The results show that the mechanism only brings little overhead and it is transparent to the terminal.…”
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Humanization of Childbirth in Excellence Medicine by Xiomara Pujadas Ríos, Regino Oviedo Rodríguez, Francisco Montero Torres, Juan Francisco Pineda.

“…It includes the works of both national and international author as well as Internet and search results. The objective is to identify the specific changes that could be achieved in order to improve the experiences of women during childbirth as well as the development of tests and methods to promote these changes. …”
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Design and implementation of NB-IoT based environmental temperature and humidity monitoring system by Minmin MAO, Jiaqi JU, Yuling OUYANG, Yan JIN

“…In view of the disadvantages of the traditional environmental monitoring system, such as high power consumption, high maintenance cost and no real-time monitoring, an environmental temperature and humidity monitoring system based on narrow band Internet of things (NB-IoT) technology was developed, which is mainly controlled by singlechip microcomputer.The work flow of the main controller and the working mode of the communication module were optimized to reduce the power consumption of the system.NB-IoT communication technology was utilized for data transmission to the cloud platform through the base station and core network.China Mobile IoT open platform (OneNET platform) was adopted to achieve the connection between the terminal device and the application, and expanded functions provided by the platform was used to design a mobile phone application to achieve the remote real-time monitoring of environmental parameters and improve the user’s convenience.…”
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A survey on resource allocation in backscatter communication networks by Yongjun XU, Haoke YANG, Yinghui YE, Qianbin CHEN, Guangyue LU

“…With the development of Internet of things (IoT) technology, wireless networks have the characteristics of massive user access, high power consumption, and high capacity requirements.In order to meet the transmission requirements and reduce energy consumption, backscatter communication technology was considered to be one of the most effective solutions to the above problems.In the fact of complex network scenarios, the improvement of spectrum efficiency, system capacity, and energy management has become an urgent problem of resource allocation areas in backscatter communications.For this problem, resource allocation algorithms in backscatter communications were surveyed.Firstly, the basic concept and different network architectures of backscatter communication were introduced.Then, resource allocation algorithms in backscatter communication networks were analyzed according to different network types, optimization objectives, and the number of antennas.Finally, the challenges and future research trends of resource allocation problems in backscatter communication networks were prospected.…”
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Bearing technology across the data center based on SDN by Hanjiang LIU, Liang OU, Wenhua CHEN, Hong TANG

“…The development of the internet industry and the rise of cloud computing have created requirements on interconnectivity across data center，and software defined network technology provides important means to solve the network bottleneck problem of data center interconnectivity.Firstly，several commonly used interconnectivity technologies across data center were introduced，and advantages of SDN technology were analyzed.Then，the operator solution of data center interconnectivity bearing technologies based on SDN was put forward，and implementation ideas of this solution were explained.It is a solution which can realize network virtualization across data center，and provide kinds of business functions，such as service customization of user，automatic accessing of network，isolation strategy between different virtual machine，traffic scheduling，the nearest access of user，disaster recovery and backup across data center.…”
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Free-Market Censorship by Mark McNaught

“…In the US, the airwaves and the internet often include offensive, racist, unhinged, and violent rhetoric. …”
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E-Ticaretin Enflasyona Etkileri: Türkiye Örneği by Hakan Eryüzlü

“…Bu çalışmada talep kaynaklı enflasyon sürecinin, gelişen teknoloji ve internet altyapısından etkilenerek özellikle E-ticaret hacminin artması ile etkilendiği varsayımı araştırılmıştır. …”
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E-LEARNING CHALLENGES IN POLAND DURING THE COVID-19 PANDEMIC by Agieszka Parlińska

“…This new approach, and the purposeand added value of this study, is to enrich the knowledge of the use of new teaching and researchmethods gained during the Covid-19 pandemic and applicability to pandemics generally, as wellas continued use of these methods afterwards..To achieve the objective, the method of literature analysis and critique was used, as well as aratio analysis based on historical data from Statistics Poland (GUS), EUROSTAT and the author’sown first-hand observations as a university educator.The research results helped to formulate several conclusions regarding the factors whichinfluence effective e-learning, such as: internet access and quality; the availability of adequatesoftware, hardware and other tools; and the digital competence of teachers and students. …”
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