首页> 外文会议>The First IEEE/ACM Symposium on Edge Computing >Poster Abstract: 5GHealthNet — A Cloud Based Framework for Faster and Authorized Access to Private Medical Records through 5G Wireless Network
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Poster Abstract: 5GHealthNet — A Cloud Based Framework for Faster and Authorized Access to Private Medical Records through 5G Wireless Network

机译:海报摘要:5GHealthNet —一种基于云的框架,可通过5G无线网络更快地和授权地访问私人病历

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The fifth generation wireless network (5G) has enabled certain unique features to ensure faster data communication. Particularly, cloud based framework is becoming insanely popular due to wide storage space and access through 5G wireless network, has made things easier and faster to access the cloud data [1]. 5GHealthNet is a cloud based framework, specifically storing the medical records and uses a double key encryption algorithm to secure cloud data. The main purpose of 5GHealthNet is to protect the private records and also enhance the authorized access to the cloud through wireless network. The 5G wireless network ensures remote access of the data via predefined network data centers. The framework ensures multi user access and uses data stream transfer to handle bulk records in case the user limit reaches beyond threshold. Energy consumption is a major issue in higher generation networks due to large number of functional nodes. Access through 5G wireless network must ensure certain prerequisites in order to achieve seamless data transfer [2]. Let i and j be the node set where the data transfer has to initiate. The above approach is solved using an integral linear problem. 5GHealthNet framework functionalities are as follows: 1. Faster and remote data access through 5G networks 2. Double encryption ensures secure data access 3. Multi user access 4. User friendly interface and easy usage Fig.1 shows the architecture of 5GHealthNet. A load balancer initiates the data stream transfer, SEMS (security and edge management system) is implemented using double encryption algorithm to ensure secure data access. DTB (data transport broker), DIP (data integration and processing) and PC (persistence and concurrency) modules ensure data flow within the cloud [3]. A backup copy of the data to be accessed is created every time the access request is raised. The control flow of the entire operation is monitored in API Library and API management which have the functionalities to ensure the access of private data. User connectivity is the important aspect of the proposed concept. Since the data access is through wireless networks, energy efficient methodology has to be thought of in order to efficiently use the functionalities of 5G wireless networks. The application has to support the inbuilt 5G connectivity with which secure cloud access can be done with fewer ambiguities. Since, 5G networks are in the stage of deployment, an alternate 4G connectivity has to be maintained for unambiguous data access. The prototype for double encryption algorithm is made by assuming that the key value is dynamic irrespective of the user count. The new key value is generated, every time the user logs in. A new decrypting key is generated when the generated new key value is successfully encrypted. Fig.2 shows the initial experimental setup. We have basically used a wireless mesh transmitter that connects the mobile device through antennas. For time being, we have implemented an algorithm in MATLAB to fetch 5 records from 5GHhealthNet connected to a mobile device via the wireless transmitter. We have also simulated graphical plots to calculate the probability of mean residual energy and data distortion. Fig.3 shows a device connected to various wireless nodes. The mobile device has an application that has access to 5GNetHealth. The ultimate goal of the proposed scheme is to implement the 5GNetHealth application in smartphones and via the internet connection, the cloud data is accessed with certain inbuilt security features incorporated within the application. Fig.4 calculates the mean residual energy for number of rounds of data transmission. Fig.5 calculates the probability of data distortion during cloud data transfer with the increase in cluster radius and distance d. In our experiment, we have explicitly used 3 wireless nodes connected to a system having access to cloud data. Smartphones using 5GHealthNet does not require wireless connection, as they have inbuilt internet connectivity to access the cloud data. 5GHealthNet is a framework or an interface that connects to the user end as well as to the data end to promote mutual communication and enhance ease of access. Consider a scenario, where the consulting physician has to look after the patient records: a separate login credentials are provided to access private data unless user/patient has explicitly granted permission to access his private-data. The main issue in 5GHealthNet lies in the connectivity of user end and data end and is solely dependent on the wireless connection provided through 5G networks. For large scale systems, more 5G wireless functional nodes are required to enhance the access speed.
机译:第五代无线网络(5G)已启用某些独特功能,以确保更快的数据通信。尤其是,由于广阔的存储空间和通过5G无线网络的访问,基于云的框架正变得异常流行,这使得访问云数据变得更加容易和快捷[1]。 5GHealthNet是一个基于云的框架,专门存储病历并使用双密钥加密算法来保护云数据。 5GHealthNet的主要目的是保护私人记录,并通过无线网络增强对云的授权访问。 5G无线网络可确保通过预定义的网络数据中心远程访问数据。该框架可确保多用户访问,并在用户限制超出阈值时使用数据流传输来处理批量记录。由于大量的功能节点,能耗是更高代网络中的主要问题。通过5G无线网络进行访问必须确保一定的先决条件,才能实现无缝的数据传输[2]。令i和j为必须启动数据传输的节点集。使用积分线性问题解决了上述方法。 5GHealthNet框架的功能如下:1.通过5G网络更快和远程地访问数据2.双重加密确保安全的数据访问3.多用户访问4.用户友好的界面和易于使用图1显示了5GHealthNet的体系结构。负载均衡器启动数据流传输,使用双重加密算法实现SEMS(安全和边缘管理系统),以确保安全的数据访问。 DTB(数据传输代理),DIP(数据集成和处理)和PC(持久性和并发性)模块确保了云中的数据流[3]。每次提出访问请求时,都会创建要访问的数据的备份副本。 API库和API管理中监视了整个操作的控制流,它们具有确保访问私有数据的功能。用户连接性是提出的概念的重要方面。由于数据访问是通过无线网络进行的,因此必须考虑节能方法,以有效地使用5G无线网络的功能。该应用程序必须支持内置的5G连接,通过该连接可以以更少的歧义完成安全的云访问。由于5G网络正处于部署阶段,因此必须保持备用4G连接性以实现明确的数据访问。通过假定密钥值是动态的而与用户数无关而制成的双重加密算法的原型。每当用户登录时,都会生成新的密钥值。成功加密生成的新密钥值后,会生成新的解密密钥。图2显示了初始实验设置。我们基本上已经使用了无线网状发送器,该发送器通过天线连接移动设备。目前,我们已经在MATLAB中实现了一种算法,可以通过无线发射器从5GHhealthNet中获取5条记录,这些5GHhealthNet连接到移动设备。我们还模拟了图形图,以计算平均剩余能量和数据失真的可能性。图3示出了连接到各种无线节点的设备。该移动设备具有可以访问5GNetHealth的应用程序。拟议方案的最终目标是在智能手机中实现5GNetHealth应用程序,并通过Internet连接,使用应用程序中内置的某些内置安全功能访问云数据。图4计算了数据传输次数的平均剩余能量。图5计算了随着簇半径和距离d的增加,云数据传输期间数据失真的可能性。在我们的实验中,我们明确使用了3个无线节点,这些无线节点连接到可以访问云数据的系统。使用5GHealthNet的智能手机不需要无线连接,因为它们具有内置的Internet连接来访问云数据。 5GHealthNet是连接到用户端和数据端的框架或接口,以促进相互通信并增强访问的便利性。考虑一种情况,咨询医生必须照顾患者的记录:除非用户/患者已明确授予访问其私人数据的权限,否则将提供单独的登录凭据来访问私人数据。 5GHealthNet的主要问题在于用户端与数据端的连通性,并且仅取决于通过5G网络提供的无线连接。对于大型系统,需要更多的5G无线功能节点以提高访问速度。

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