Optimal Cache Budget Distribution for Hierarchical ICN Networks
2019 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN)(2019)
摘要
Caching facilities can be deployed by all or some of the ICN nodes on the path of delivering data items from a content source to users. However, some inconsistent conclusions have been made from different studies regarding the benefits of in-network caching. To investigate the benefits of in-network caching, we propose an analytical model that optimally distributes a total cache budget among the nodes of a given ICN network in an environment that does not follow the Independent Reference Model (IRM).The cache budget distribution problem is studied with respect to optimizing system-centric and user-centric metrics, using a small number of synthetic and realistic topologies as case studies. Our findings reveal the benefits of in-network caching as well as the optimal distribution of the cache budget in ICNs with respect to our selected objective function. Although the efficiency of in-network caching on user-centric metrics strongly depends on topologies and the strength of temporal locality, in-network caching is very helpful in optimizing the ISP-centric metrics for all network and traffic settings.
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关键词
optimal cache budget distribution,hierarchical ICN networks,caching facilities,in-network caching,total cache budget,cache budget distribution problem,user-centric metrics,system-centric metrics,objective function,temporal locality,traffic settings,network settings
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