EPP-LFU:命名数据网络应用中一种高效的基于生产者人气的LFU策略

Muhammad Burhan, Ahmad Arsalan, R. A. Rehman
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引用次数: 0

摘要

未来的Internet架构,如命名数据网络(NDN),将基于主机的网络结构转换为基于内容的网络结构。通过这种改造,提高了网络的整体性能和效率。此外,NDN中的每个路由器都使用缓存机制。因此,NDN路由器使用的缓存替换策略也是NDN整体性能的重要决定因素。因此,对NDN的缓存替换策略进行了几种类型的研究。本文提出了一种轻量级缓存替换策略,克服了LFU缓存策略的局限性和缺点。所提出的策略采用基于实时制作人受欢迎程度的变量。此外,通过大量的模拟可以观察到,与现有的缓存策略相比,所提出的策略提供了更好的结果,并且显示出更高的缓存命中率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EPP-LFU: An Efficient Producer Popularity-based LFU Policy for the Applications of Named-Data Network
The future Internet architecture, like Named-Data Network (NDN), converts host-based network structures into content-based network structures. Through this transformation, the overall network performance and efficiency are increased. Furthermore, every router in the NDN uses a caching mechanism. Thus, the cache replacement policy used by the NDN routers is also a significant determinant of the NDN's overall performance. Therefore, several types of research have been conducted about the NDN's cache replacement policy. In this article, a light-weighted cache replacement strategy is proposed that overcomes the limitations and drawbacks of the Least Frequently Used (LFU) cache policy. The proposed strategy applies variables, based on real-time producer popularity. Additionally, it can be observed through extensive simulations that the proposed strategy provides better results and shows a higher cache hit ratio as compared to the existing cache policies.
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