P. Trinadh, Monolina Dutta, Anoop Thomas, B. Rajan
{"title":"Decentralized Multi-access Coded Caching with Uncoded Prefetching","authors":"P. Trinadh, Monolina Dutta, Anoop Thomas, B. Rajan","doi":"10.1109/ITW48936.2021.9611497","DOIUrl":null,"url":null,"abstract":"Data traffic in a client-server framework exhibits a temporal variability leading to congestion of resources at peak hours. One prevalent technique to overcome this problem is to load popular content/data into cache memories distributed across the end users. In this paper, the multi-access coded caching problem is considered in which each client is connected to multiple consecutive caches in a cyclic wrap around fashion and the cache memories are arbitrarily loaded in a decentralized manner. A new delivery scheme is proposed for the decentralized multi-access coded caching problem. A lower bound on the delivery rate is also obtained for the decentralized multi-access coded caching problem using techniques from index coding. The delivery scheme is shown to be optimal among all linear schemes when the number of caches associated with each user satisfies certain constraints.","PeriodicalId":325229,"journal":{"name":"2021 IEEE Information Theory Workshop (ITW)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Information Theory Workshop (ITW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITW48936.2021.9611497","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Data traffic in a client-server framework exhibits a temporal variability leading to congestion of resources at peak hours. One prevalent technique to overcome this problem is to load popular content/data into cache memories distributed across the end users. In this paper, the multi-access coded caching problem is considered in which each client is connected to multiple consecutive caches in a cyclic wrap around fashion and the cache memories are arbitrarily loaded in a decentralized manner. A new delivery scheme is proposed for the decentralized multi-access coded caching problem. A lower bound on the delivery rate is also obtained for the decentralized multi-access coded caching problem using techniques from index coding. The delivery scheme is shown to be optimal among all linear schemes when the number of caches associated with each user satisfies certain constraints.