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Optimizing, Testing, and Securing Mobile Cloud Computing Systems for Data Aggregation and Processing

机译：优化，测试和保护用于数据聚合和处理的移动云计算系统

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Seamless interconnection of smart mobile devices and cloud services is a key goal in modern mobile computing. Mobile Cloud Computing is the holistic integration of contextually-rich mobile devices with computationally-powerful cloud services to create high value products for end users, such as Apple's Siri and Google's Google Now product. This coupling has enabled new paradigms and fields of research, such as crowdsourced data collection, and has helped spur substantial changes in research fields such as vehicular ad hoc networking.;However, the growth of mobile cloud computing has resulted in a number of new challenges, such as testing large-scale mobile cloud computing systems, and increased the importance of established challenges, such as ensuring that a user's privacy is not compromised when interacting with a location-aware service. Moreover, the concurrent development of the Infrastructure as a Service paradigm has created inefficiency in how mobile cloud computing systems are executed on cloud platforms.;To address these gaps in the existing research, this dissertation presents a number of software and algorithmic solutions to 1) preserve user locational privacy, 2) improve the speed and effectiveness of deploying and executing mobile cloud computing systems on modern cloud infrastructure, and 3) enable large-scale research on mobile cloud computing systems without requiring substantial domain expertise.

机译：智能移动设备和云服务的无缝互连是现代移动计算的主要目标。移动云计算是上下文相关的移动设备与计算能力强大的云服务的整体集成，可为最终用户创建高价值产品，例如Apple的Siri和Google的Google Now产品。这种耦合使诸如众包数据收集等新的研究范式和研究领域成为可能，并帮助推动了诸如汽车自组织网络等研究领域的重大变化;然而，移动云计算的增长带来了许多新的挑战。（例如测试大型移动云计算系统），并增加了已建立挑战的重要性，例如确保与位置感知服务进行交互时不会损害用户的隐私。此外，基础设施即服务范式的并发开发在如何在云平台上执行移动云计算系统方面造成了效率低下的问题;为解决现有研究中的这些空白，本文针对以下方面提出了许多软件和算法解决方案：保留用户位置隐私权； 2）提高在现代云基础架构上部署和执行移动云计算系统的速度和效率，以及3）无需大量领域专业知识即可对移动云计算系统进行大规模研究。

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作者
Turner, Hamilton A.;
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作者单位

Virginia Polytechnic Institute and State University.;

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授予单位 Virginia Polytechnic Institute and State University.;
学科 Computer engineering.;Computer science.
学位 Ph.D.
年度 2014
页码 129 p.
总页数 129
原文格式 PDF
正文语种 eng
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专利

1. Towards Secure Data Distribution Systems in Mobile Cloud Computing [J] . Jiang Zhang, Zhenfeng Zhang, Hui Guo IEEE transactions on mobile computing . 2017,第11期

机译：迈向移动云计算中的安全数据分发系统
2. Provably Secure Fine-Grained Data Access Control Over Multiple Cloud Servers in Mobile Cloud Computing Based Healthcare Applications [J] . Roy Sandip, Das Ashok Kumar, Chatterjee Santanu, IEEE transactions on industrial informatics . 2019,第1期

机译：在基于移动云计算的医疗保健应用程序中，可以安全地对多个云服务器进行细粒度的数据访问控制
3. An enhanced soft computing-based formulation for secure data aggregation and efficient data processing in large-scale wireless sensor network [J] . Soft computing: A fusion of foundations, methodologies and applications . 2020,第16期

机译：基于软计算的基于软计算的制定，用于大规模无线传感器网络中的安全数据聚集和高效数据处理
4. Mobile Sensor Cloud Computing: Controlling and Securing Data Processing over Smart Environment through Mobile Sensor Cloud Computing (MSCC) [C] . Kumar Ranbijay, Rajalakshmi S. IEEE International Symposium on Asynchronous Circuits and Systems . 2013

机译：移动传感器云计算：通过移动传感器云计算（MSCC）在智能环境中控制和保护数据处理
5. Securing the data storage and processing in cloud computing environment. [D] . Owens, Rodney. 2013

机译：保护云计算环境中的数据存储和处理。
6. A Secure and Lightweight Fine-Grained Data Sharing Scheme for Mobile Cloud Computing [O] . Haifeng Li, Caihui Lan, Xingbing Fu, 2020

机译：一种用于移动云计算的安全轻质细粒度数据共享方案
7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常
8. Test-Bed of Secure Mobile Cloud Computing for Military Applications. [R] . Du, X. 2016

机译：军事应用安全移动云计算试验台。

Optimizing, Testing, and Securing Mobile Cloud Computing Systems for Data Aggregation and Processing

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