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Caching Strategies for Private and Efficient Content Retrieval in Information-Centric Networks
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| 자료유형 | 학위논문 |
|---|---|
| 서명/저자사항 | Caching Strategies for Private and Efficient Content Retrieval in Information-Centric Networks. |
| 개인저자 | Abani, Noor. |
| 단체저자명 | University of California, Los Angeles. Computer Science 0201. |
| 발행사항 | [S.l.]: University of California, Los Angeles., 2018. |
| 발행사항 | Ann Arbor: ProQuest Dissertations & Theses, 2018. |
| 형태사항 | 123 p. |
| 기본자료 저록 | Dissertation Abstracts International 79-10B(E). Dissertation Abstract International |
| ISBN | 9780438019775 |
| 학위논문주기 | Thesis (Ph.D.)--University of California, Los Angeles, 2018. |
| 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 |
| 바로가기 | 
: 이 자료의 원문은 한국교육학술정보원에서 제공합니다. |
