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Private and Resilient Mobile Edge Networks

机译:专用和弹性移动边缘网络

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摘要

The oncoming data explosion of the Internet of Things, and in particular the Internet of Vehicles, has led to placing computation near the data, as opposed to backhauling large amounts of data to the Internet cloud. This type of edge networking provides efficiency gains; however, mobile edge networking must also be resilient in disruptive networks as well as provide security and privacy protection.;In this thesis, we address both challenges, namely support efficient and robust communications at the network edge, even in disruptive connectivity conditions; and in the same conditions, maintain decentralized, private, confidential exchanges. First, we introduce the concept of Information Centric Networks (ICNs), an increasingly popular strategy for wireless edge scenarios and describe how caching and Network Coding can improve performance in disruptive wireless connectivity environments. Secondly, we introduce a privacy mechanism for mobile data that improves the privacy strength while preserving utility. That is, we perform query expansion to reduce the information leakage due to an individual's participation.
机译:物联网(尤其是车辆互联网)的即将到来的数据爆炸已导致将计算放在数据附近,而不是将大量数据回传到Internet云。这种类型的边缘网络可提高效率。然而,移动边缘网络还必须在破坏性网络中具有弹性,并必须提供安全性和隐私保护。本文解决了两个挑战,即即使在破坏性连接条件下,也要在网络边缘支持高效而强大的通信。在相同条件下,保持分散,私密和保密的交流。首先,我们介绍信息中心网络(ICN)的概念,它是一种在无线边缘场景中越来越流行的策略,并描述了缓存和网络编码如何在破坏性的无线连接环境中提高性能。其次,我们为移动数据引入了一种隐私机制,该机制在保持实用性的同时提高了隐私强度。也就是说,我们执行查询扩展以减少由于个人参与而导致的信息泄漏。

著录项

  • 作者

    Joy, Joshua G.;

  • 作者单位

    University of California, Los Angeles.;

  • 授予单位 University of California, Los Angeles.;
  • 学科 Computer science.
  • 学位 Ph.D.
  • 年度 2018
  • 页码 149 p.
  • 总页数 149
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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