边缘高速缓存网络中的协同数据放置和复制

Lakshmish Ramaswamy, A. Iyengar, Jianxia Chen
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引用次数: 4

摘要

各个缓存之间的合作已被证明是一种有效的策略,可以提高交付动态Web内容的边缘缓存网络的可伸缩性和性能。到目前为止,在协作边缘缓存领域的研究主要集中在服务客户端请求和保持缓存文档的新鲜度。然而,设计有效管理可用资源的机制是一个重要的挑战,它会对边缘缓存网络的性能产生重大影响。在本文中,我们提出了一种新的数据放置方案,称为基于效用的放置方案,它不仅对边缘缓存中正在进行的合作敏感,而且考虑了在单个边缘缓存中存储数据项的各种成本和收益。该方案的核心是一个实用函数,它量化了在特定边缘缓存中存储数据项的有用性。实验表明,该方案具有显著的性能优势
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Cooperative Data Placement and Replication in Edge Cache Networks
Cooperation among individual caches has proven to be an effective strategy to improve the scalability and performance of edge cache networks delivering dynamic Web content. To date, research in the area of cooperative edge caching has mainly focused on serving client requests and maintaining freshness of cached documents. However, designing mechanisms to effectively manage the available resources is an important challenge that can have significant impact on the performance of an edge cache network. In this paper we propose a novel data placement scheme, called the utility-based placement scheme, which is not only sensitive to the ongoing cooperation in the edge cache but also takes into account the various costs and benefits of storing a data-item at an individual edge cache. At the heart of proposed scheme is a utility function that quantifies the usefulness of storing a data-item at a particular edge cache. Experiments show that the proposed scheme provides significant performance benefits
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