Distributed Maintenance of Cache Freshness in Opportunistic Mobile Networks

Wei Gao, G. Cao, M. Srivatsa, A. Iyengar
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引用次数: 34

Abstract

Opportunistic mobile networks consist of personal mobile devices which are intermittently connected with each other. Data access can be provided to these devices via cooperative caching without support from the cellular network infrastructure, but only limited research has been done on maintaining the freshness of cached data which may be refreshed periodically and is subject to expiration. In this paper, we propose a scheme to efficiently maintain cache freshness. Our basic idea is to let each caching node be only responsible for refreshing a specific set of caching nodes, so as to maintain cache freshness in a distributed and hierarchical manner. Probabilistic replication methods are also proposed to analytically ensure that the freshness requirements of cached data are satisfied. Extensive trace driven simulations show that our scheme significantly improves cache freshness, and hence ensures the validity of data access provided to mobile users.
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机会移动网络中缓存新鲜度的分布式维护
机会式移动网络由个人移动设备组成,这些设备彼此间歇连接。在没有蜂窝网络基础设施支持的情况下,可以通过协作缓存向这些设备提供数据访问,但对于如何保持缓存数据的新鲜度进行的研究有限,缓存数据可能会定期刷新,并且可能会过期。在本文中,我们提出了一种有效保持缓存新鲜度的方案。我们的基本思想是让每个缓存节点只负责刷新一组特定的缓存节点,从而以分布式和分层的方式保持缓存的新鲜度。本文还提出了概率复制方法,以分析地保证缓存数据的新鲜度要求得到满足。大量的跟踪驱动仿真表明,我们的方案显著提高了缓存新鲜度,从而确保了提供给移动用户的数据访问的有效性。
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