A Study on Online Cooperative Caching in Wireless Networks

碩士 === 國立交通大學 === 電子研究所 === 106 === In this thesis, we study a delay-aware cooperative online content caching mechanism in wireless networks with limited caching space in each base station (BS) and unknown popularity of the contents. An online algorithm is proposed for cooperative caching in multi-B...

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Main Authors: Yen, Chen-Tai, 顏辰泰
Other Authors: Chien, Feng-Tsun
Format: Others
Language:en_US
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/kxbdqr
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spelling ndltd-TW-106NCTU54280552019-05-16T00:08:11Z http://ndltd.ncl.edu.tw/handle/kxbdqr A Study on Online Cooperative Caching in Wireless Networks 無線網路環境下即時合作式內容暫存之研究 Yen, Chen-Tai 顏辰泰 碩士 國立交通大學 電子研究所 106 In this thesis, we study a delay-aware cooperative online content caching mechanism in wireless networks with limited caching space in each base station (BS) and unknown popularity of the contents. An online algorithm is proposed for cooperative caching in multi-BS coordinated systems that does not require any knowledge of the contents popularities. When a new request from a user arrives at a BS, the BS responds the request by direct delivery if the requested content is currently cached in its storage space; otherwise, the BS sends a message to the Mobility Management Entity (MME) to initiate the online content caching mechanism. The proposed cooperative online content caching algorithm (COCA) then decides in which BS the requested content should be cached with considerations of three important factors: the residual cache storage space in each BS, the number of coordinated connections each BS is involved with other BSs, and the number of served users in each BS. In addition, due to limited storage space in the cache, the proposed COCA algorithm eliminates the least recently used (LRU) contents to free up the space. Chien, Feng-Tsun 簡鳳村 2017 學位論文 ; thesis 38 en_US
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description 碩士 === 國立交通大學 === 電子研究所 === 106 === In this thesis, we study a delay-aware cooperative online content caching mechanism in wireless networks with limited caching space in each base station (BS) and unknown popularity of the contents. An online algorithm is proposed for cooperative caching in multi-BS coordinated systems that does not require any knowledge of the contents popularities. When a new request from a user arrives at a BS, the BS responds the request by direct delivery if the requested content is currently cached in its storage space; otherwise, the BS sends a message to the Mobility Management Entity (MME) to initiate the online content caching mechanism. The proposed cooperative online content caching algorithm (COCA) then decides in which BS the requested content should be cached with considerations of three important factors: the residual cache storage space in each BS, the number of coordinated connections each BS is involved with other BSs, and the number of served users in each BS. In addition, due to limited storage space in the cache, the proposed COCA algorithm eliminates the least recently used (LRU) contents to free up the space.
author2 Chien, Feng-Tsun
author_facet Chien, Feng-Tsun
Yen, Chen-Tai
顏辰泰
author Yen, Chen-Tai
顏辰泰
spellingShingle Yen, Chen-Tai
顏辰泰
A Study on Online Cooperative Caching in Wireless Networks
author_sort Yen, Chen-Tai
title A Study on Online Cooperative Caching in Wireless Networks
title_short A Study on Online Cooperative Caching in Wireless Networks
title_full A Study on Online Cooperative Caching in Wireless Networks
title_fullStr A Study on Online Cooperative Caching in Wireless Networks
title_full_unstemmed A Study on Online Cooperative Caching in Wireless Networks
title_sort study on online cooperative caching in wireless networks
publishDate 2017
url http://ndltd.ncl.edu.tw/handle/kxbdqr
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