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Scalable cache management for ISP-operated content delivery services

机译:用于Isp操作的内容传送服务的可扩展缓存管理

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摘要

Content delivery networks (CDNs) have been the prevalent method for the efficient delivery of content across the Internet. Management operations performed by CDNs are usually applied only based on limited information about Internet Service Provider (ISP) networks, which can have a negative impact on the utilization of ISP resources. To overcome these issues, previous research efforts have been investigating ISP-operated content delivery services, by which an ISP can deploy its own in-network caching infrastructure and implement its own cache management strategies. In this paper, we extend our previous work on ISP-operated content distribution and develop a novel scalable and efficient distributed approach to control the placement of content in the available caching points. The proposed approach relies on parallelizing the decision-making process and the use of network partitioning to cluster the distributed decision-making points, which enables fast reconfiguration and limits the volume of information required to take reconfiguration decisions. We evaluate the performance of our approach based on a wide range of parameters. The results demonstrate that the proposed solution can outperform previous approaches in terms of management overhead and complexity while offering similar network and caching performance.
机译:内容交付网络(CDN)已经成为在Internet上有效交付内容的普遍方法。通常仅基于有关Internet服务提供商(ISP)网络的有限信息来应用CDN执行的管理操作,这可能会对ISP资源的使用产生负面影响。为了克服这些问题,以前的研究工作一直在研究ISP运营的内容交付服务,通过ISP,ISP可以部署自己的网络内缓存基础结构并实现自己的缓存管理策略。在本文中,我们扩展了以前在ISP运营的内容分发方面的工作,并开发了一种新颖的可扩展且高效的分布式方法来控制内容在可用缓存点中的放置。所提出的方法依赖于决策过程的并行化和网络分区的使用,以对分布式决策点进行聚类,这实现了快速重新配置并限制了进行重新配置决策所需的信息量。我们根据各种参数评估方法的性能。结果表明,在提供类似的网络和缓存性能的同时,所提出的解决方案在管理开销和复杂性方面可以优于以前的方法。

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