![一种基于内容流行度预测的小小区缓存方法及装置](/CN/2018/1/209/images/201811049097.jpg)
基本信息:
- 专利标题: 一种基于内容流行度预测的小小区缓存方法及装置
- 专利标题(英):Small cell caching method and device based on content popularity prediction
- 申请号:CN201811049097.X 申请日:2018-09-10
- 公开(公告)号:CN109413694A 公开(公告)日:2019-03-01
- 发明人: 王冬宇 , 王晓湘 , 黄大纯 , 兰延文
- 申请人: 北京邮电大学
- 申请人地址: 北京市海淀区西土城路10号
- 专利权人: 北京邮电大学
- 当前专利权人: 北京邮电大学
- 当前专利权人地址: 北京市海淀区西土城路10号
- 代理机构: 北京柏杉松知识产权代理事务所
- 代理人: 丁芸; 项京
- 主分类号: H04W28/02
- IPC分类号: H04W28/02 ; H04W28/06 ; H04L29/08
The embodiment of the invention provides a small cell caching method and device based on content popularity prediction. The method comprises the steps of obtaining first request times of all content in a small cell within the preset number of historical periods, wherein the historical periods are nearest to a future period; for the first request times corresponding to each piece of content, predicting second request times of each piece of content within the future period of the small cell through adoption of an autoregressive integrated moving average model, thereby obtaining predicted requesttimes corresponding to each piece of content; obtaining the most recent request time intervals corresponding to all content in the small cell; for the predicted request times corresponding to each piece of content and the most recent request time interval corresponding to each piece of content, computing a popularity predicted value corresponding to each piece of content in the small cell throughutilization of a content popularity computing formula; and caching the content in the small cell based on the popularity predicted value corresponding to each piece of content. Through application ofthe embodiment of the invention, a cache hit rate of cache content of the small cell and a utilization rate of cache space are improved.
公开/授权文献:
- CN109413694B 一种基于内容流行度预测的小小区缓存方法及装置 公开/授权日:2020-02-18
IPC结构图谱:
H | 电学 |
--H04 | 电通信技术 |
----H04W | 无线通信网络 |
------H04W28/00 | 网络业务量或资源管理 |
--------H04W28/02 | .业务量管理,例如流量控制或拥塞阻塞控制 |