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Design of efficient caching schemes for the World Wide Web

机译:万维网的有效缓存方案设计

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The Web has been so successful since its inception just a few short years ago that Web applications now generate more data traffic on the Internet than any other application. Dealing with the possible clogging of Internet links can be tackled in different ways, such as carefully dimensioning network resources, using multicast transmission for document delivery, and using client and proxy caching. We focus in this paper on issues related to caching, specifically on the problem of designing efficient caching algorithms. Most algorithms currently used in practice have not been designed specifically for the Web, but instead have been taken straight from earlier work on memory caches. We first argue that these algorithms are not well adapted to the Web environment. We then propose a method to design a cache algorithm that minimizes the document retrieval time perceived by a user, the impact of user requests on network resources, and the memory cost related to storing remote documents in the local cache. We find that such an algorithm must take network cost (i.e. the document transfer time) and memory cost (i.e. the document size) into account. This is unlike what is done in most cache algorithms currently used today.
机译:自从短短几年前成立以来,Web一直非常成功,以至于Web应用程序现在在Internet上生成的数据流量比任何其他应用程序都要多。可以通过不同的方式来处理Internet链路可能出现的阻塞,例如仔细确定网络资源的大小,使用多播传输进行文档传递以及使用客户端和代理缓存。在本文中,我们将重点放在与缓存有关的问题上,尤其是在设计有效的缓存算法方面。当前实践中使用的大多数算法并不是专门为Web设计的,而是直接从早期的内存高速缓存中获取的。我们首先认为,这些算法不能很好地适应Web环境。然后,我们提出了一种设计缓存算法的方法,该算法可最大程度地减少用户感知的文档检索时间,用户请求对网络资源的影响以及与将远程文档存储在本地缓存中有关的内存成本。我们发现,这种算法必须考虑网络成本(即文档传输时间)和内存成本(即文档大小)。这与当前使用的大多数缓存算法不同。

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