首页> 外文会议>IEEE International Conference on Communications >Towards optimal content replication and request routing in content delivery networks
【24h】

Towards optimal content replication and request routing in content delivery networks

机译:在内容交付网络中实现最佳的内容复制和请求路由

获取原文

摘要

Cooperative content replication and request routing (CR) has emerged as a promising technique to enhance the efficiency of content delivery networks (CDN). Most existing approaches to CR focus on efficient bandwidth usage and assume a hierarchical CDN architecture targeted towards the delivery of specific content types (e.g., video). Therefore, CR problem of covering the broad range of content types with minimum content access delay in a general CDN architecture has attracted little attention. As a potential solution to CR, cooperative web caching techniques have become mature. However, these techniques were designed to improve performance indicators tailored to web contents only (i.e., hit rate and byte hit rate). Arguably, improving such indicators does not necessarily lead to optimal access delay especially when the current trend of user-generated contents with diverse popularities and sizes are taken into account. In this paper, we formulate CR as an optimization problem with the objective of minimizing content access delay in a general CDN architecture. A new performance indicator is introduced, and two popularity-based cooperative algorithms are proposed to approach the NP-hard CR problem. Under broad ranges of cache size and popularity distribution parameters, we compare the proposed methods with a cooperative recency-based web caching method. Our simulation results show that the popularity-based methods outperform the recency-based method, and demonstrate close to optimal performance in representative scenarios of real-world situations.
机译:协作内容复制和请求路由(CR)已经成为提高内容交付网络(CDN)效率的一种有前途的技术。现有的大多数CR方法都集中在有效的带宽使用上,并采用针对特定内容类型(例如视频)交付的分层CDN体系结构。因此,在一般的CDN体系结构中以最小的内容访问延迟覆盖广泛的内容类型的CR问题引起了很少的关注。作为CR的潜在解决方案,协作式Web缓存技术已经成熟。但是,设计这些技术是为了改善仅针对Web内容定制的性能指标(即,命中率和字节命中率)。可以说,改进此类指标并不一定会导致最佳的访问延迟,尤其是当考虑到用户生成的内容具有不同的流行程度和规模的当前趋势时。在本文中,我们将CR表示为一个优化问题,目的是在通用CDN体系结构中最大程度地减少内容访问延迟。介绍了一种新的性能指标,并提出了两种基于流行度的协同算法来解决NP-hard CR问题。在广泛的缓存大小和流行度分布参数范围内,我们将所提出的方法与基于协作新近度的Web缓存方法进行了比较。我们的仿真结果表明,基于流行度的方法优于基于新近度的方法,并在现实情况中的典型场景中证明了接近最佳的性能。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号