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OPTIMAL ALLOCATION OF CACHE SERVERS AND CONTENT FILES IN CONTENT DISTRIBUTION NETWORKS

机译:内容分发网络中CACHE服务器和内容文件的最佳分配

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Content Distribution Networks (CDNs) have proliferated rapidly with the growth in network bandwidth and the variety of content files. The CDN service is one of the most popular Web services from Internet Service Providers (ISPs), since most ISPs are currently striving to provide additional services besides their original Internet access service.The Internet has seen an explosive increase in the number of users, which causes network servers to become overloaded, and we are currently facing several serious issues, such as declining reliability, increased response time, and so on. The replicated allocation of content files on cache servers for load-balancing is known as an effective solution to overcome these issues. In CDNs, one of the most important problems is how we allocate cache servers and content files while considering trade-offs between the cost, reliability, and delay.In this paper, we examine an example of the CDN service in an ISP "Bbit-Japan", which is one of the biggest CDN service providers in Japan. We apply this example to the cache server and content allocation model which we have proposed. This optimization model introduces 0-1 integer programming to determine the optimal allocation of cache servers and content files. In this optimization model, we aim to maximize the reliability of the whole system subject to restrictions of cost and delay, and in considering trade-offs between reliability, cost, and delay. The use of this optimization model makes it possible to show precisely how they can properly allocate cache servers and content files at limited cost and within permissible delays to the CDN service providers.
机译:随着网络带宽和内容文件种类的增加,内容分发网络(CDN)迅速增长。 CDN服务是Internet服务提供商(ISP)最受欢迎的Web服务之一,因为大多数ISP目前都在努力提供除原始Internet访问服务之外的其他服务。Internet的用户数量呈爆炸性增长,导致网络服务器超载,并且我们目前面临几个严重的问题,例如可靠性下降,响应时间增加等。缓存服务器上用于负载平衡的内容文件的复制分配被称为克服这些问题的有效解决方案。在CDN中,最重要的问题之一是我们如何分配缓存服务器和内容文件,同时考虑成本,可靠性和延迟之间的折衷。在本文中,我们研究了ISP“ Bbit-日本”,它是日本最大的CDN服务提供商之一。我们将此示例应用于我们建议的缓存服务器和内容分配模型。该优化模型引入了0-1整数编程来确定高速缓存服务器和内容文件的最佳分配。在此优化模型中,我们旨在在不受成本和延迟限制的情况下最大化整个系统的可靠性,并在可靠性,成本和延迟之间进行权衡取舍。使用此优化模型可以精确显示它们如何以有限的成本并在CDN服务提供商允许的延迟内正确分配缓存服务器和内容文件。

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