{"title":"Caching Policies for D2D-Assisted Content Delivery Systems","authors":"A. Mete, Sharayu Moharir","doi":"10.1145/3266276.3266278","DOIUrl":null,"url":null,"abstract":"We consider a content delivery system consisting of a central server and multiple end-users. The central server stores the entire catalog of contents on offer and can deliver the requested content to the end-users. In addition, the end-users are equipped with limited caching capabilities and have the ability to deliver content to each other via D2D communication. The system also allows a third mode of content delivery where the central server delivers content to some of the end-users who then relay it to the other users. Our goal is to determine which contents to cache at the end-users in order to minimize the cost of service. We characterize the optimal caching policy and evaluate the benefits of allowing the central server to use other end-users as relays to deliver content. The key takeaway from this work is that if end-users have caching capabilities, the benefits of the central server using end-users as relays is negligible. This is in contrast to the case where the end-users cannot cache content where using end-users as relays leads to significant improvement in system performance.","PeriodicalId":365026,"journal":{"name":"Proceedings of the 2018 on Technologies for the Wireless Edge Workshop","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 on Technologies for the Wireless Edge Workshop","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3266276.3266278","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
We consider a content delivery system consisting of a central server and multiple end-users. The central server stores the entire catalog of contents on offer and can deliver the requested content to the end-users. In addition, the end-users are equipped with limited caching capabilities and have the ability to deliver content to each other via D2D communication. The system also allows a third mode of content delivery where the central server delivers content to some of the end-users who then relay it to the other users. Our goal is to determine which contents to cache at the end-users in order to minimize the cost of service. We characterize the optimal caching policy and evaluate the benefits of allowing the central server to use other end-users as relays to deliver content. The key takeaway from this work is that if end-users have caching capabilities, the benefits of the central server using end-users as relays is negligible. This is in contrast to the case where the end-users cannot cache content where using end-users as relays leads to significant improvement in system performance.