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Caching Strategies for Private and Efficient Content Retrieval in Information-Centric Networks

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자료유형	E-Book
개인저자	Abani, Noor.
단체저자명	University of California, Los Angeles. Computer Science 0201.
서명/저자사항	Caching Strategies for Private and Efficient Content Retrieval in Information-Centric Networks.
발행사항	[S.l.] : University of California, Los Angeles., 2018
발행사항	Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항	123 p.
소장본 주기	School code: 0031.
ISBN	9780438019775
일반주기	Source: Dissertation Abstracts International, Volume: 79-10(E), Section: B. Adviser: MARIO GERLA.
요약	In the recent years, we have witnessed an explosive growth of content on the Internet (storage, retrieval, delivery). Consequently, the usage of computer networking shifted from sharing hardware and processing resources, as its purpose was in th
요약	Information Centric Networking (ICN) is a proposal for a future network architecture to better adapt to the current needs of users connected to the Internet. ICN shifts from the current host-centric TCP/IP architecture to one where content is th
요약	Disposing of the end-to-end principle that keeps end-to-end transactions unaware of resources and content available along the path, ICN leverages in-network caching to make content distribution more efficient by reducing network traffic, downloa
요약	In current ICN implementations, the default caching strategy is one where each router caches every piece of content that passes through it. It has been shown in previous work that such a universal mode of caching is inefficient, highly redundant
요약	This thesis addresses the aforementioned limitations by designing caching strategies that aim at reducing redundancy, replacement rates and protect user privacy. The problem is first formulated as an optimization problem that finds the optimal s
요약	In addition to its inefficiency, universal caching has also caused the emergence of several privacy risks. Timing attacks are one such privacy breach where attackers use timing analysis of data retrievals to analyze users' interests in particula
요약	Lastly, we also design a proactive caching strategy for ICN where user content is prefetched and cached before it is requested. Previously, proactive caching has been considered for edge networks only. In this thesis, we design a proactive cachi
요약	The end goal of this thesis is a better understanding of the limitations of a universal caching policy, in addition to designing both reactive and proactive caching strategies that, in comparison, provide more efficient content retrieval, while
일반주제명	Computer science.
언어	영어
기본자료 저록	Dissertation Abstracts International79-10B(E). Dissertation Abstract International
대출바로가기	http://www.riss.kr/pdu/ddodLink.do?id=T14998869