{"title":"多访问编码缓存中的最优速率内存权衡:大缓存大小","authors":"P. VijithKumarK., B. K. Rai, T. Jacob","doi":"10.1109/ITW55543.2023.10161659","DOIUrl":null,"url":null,"abstract":"In this paper, we consider the (N,K,L) multi-access caching network where K users and K caches are connected to a server with N files, each of size F bits, through a shared error-free broadcast channel. Each user has access to L nearby caches, each of size MF bits, in a cyclic wrap-around manner. Even after several previous attempts, the exact characterization of the optimal rate memory tradeoff is still an open problem except in the case where L = K − 1 and L = 1 with large cache $M \\in \\left[ {\\frac{N}{L} \\cdot \\frac{{K - 1}}{K},\\frac{N}{L}} \\right]$. This paper determines the optimal rate memory tradeoff for the cache network with L = K − 2 and $M \\in \\left[ {\\frac{N}{{K - 2}} \\cdot \\frac{{K - 1}}{K},\\frac{N}{{K - 2}}} \\right]$. This is done by proposing a new caching scheme that operates at the memory rate pair $\\left( {\\frac{N}{{K - 2}},\\frac{{K - 1}}{K},\\frac{1}{K}} \\right)$ and deriving a set of lower bounds to demonstrate the optimality of the scheme.","PeriodicalId":439800,"journal":{"name":"2023 IEEE Information Theory Workshop (ITW)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"The Optimal Rate Memory Tradeoff in Multi-Access Coded Caching: Large Cache Size\",\"authors\":\"P. VijithKumarK., B. K. Rai, T. Jacob\",\"doi\":\"10.1109/ITW55543.2023.10161659\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we consider the (N,K,L) multi-access caching network where K users and K caches are connected to a server with N files, each of size F bits, through a shared error-free broadcast channel. Each user has access to L nearby caches, each of size MF bits, in a cyclic wrap-around manner. Even after several previous attempts, the exact characterization of the optimal rate memory tradeoff is still an open problem except in the case where L = K − 1 and L = 1 with large cache $M \\\\in \\\\left[ {\\\\frac{N}{L} \\\\cdot \\\\frac{{K - 1}}{K},\\\\frac{N}{L}} \\\\right]$. This paper determines the optimal rate memory tradeoff for the cache network with L = K − 2 and $M \\\\in \\\\left[ {\\\\frac{N}{{K - 2}} \\\\cdot \\\\frac{{K - 1}}{K},\\\\frac{N}{{K - 2}}} \\\\right]$. This is done by proposing a new caching scheme that operates at the memory rate pair $\\\\left( {\\\\frac{N}{{K - 2}},\\\\frac{{K - 1}}{K},\\\\frac{1}{K}} \\\\right)$ and deriving a set of lower bounds to demonstrate the optimality of the scheme.\",\"PeriodicalId\":439800,\"journal\":{\"name\":\"2023 IEEE Information Theory Workshop (ITW)\",\"volume\":\"61 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-04-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE Information Theory Workshop (ITW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITW55543.2023.10161659\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Information Theory Workshop (ITW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITW55543.2023.10161659","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The Optimal Rate Memory Tradeoff in Multi-Access Coded Caching: Large Cache Size
In this paper, we consider the (N,K,L) multi-access caching network where K users and K caches are connected to a server with N files, each of size F bits, through a shared error-free broadcast channel. Each user has access to L nearby caches, each of size MF bits, in a cyclic wrap-around manner. Even after several previous attempts, the exact characterization of the optimal rate memory tradeoff is still an open problem except in the case where L = K − 1 and L = 1 with large cache $M \in \left[ {\frac{N}{L} \cdot \frac{{K - 1}}{K},\frac{N}{L}} \right]$. This paper determines the optimal rate memory tradeoff for the cache network with L = K − 2 and $M \in \left[ {\frac{N}{{K - 2}} \cdot \frac{{K - 1}}{K},\frac{N}{{K - 2}}} \right]$. This is done by proposing a new caching scheme that operates at the memory rate pair $\left( {\frac{N}{{K - 2}},\frac{{K - 1}}{K},\frac{1}{K}} \right)$ and deriving a set of lower bounds to demonstrate the optimality of the scheme.