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Adaptive Caching Scheme for Heterogeneous Mobile Devices and Wireless Networks: a Service Oriented Perspective

机译:异构移动设备和无线网络的自适应缓存方案:面向服务的视角

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The upcoming 3G environment is surely of heterogeneous mobile devices and heterogeneous wireless networks. Many applications such as multimedia streaming, online games and peer-to-peer file sharing will be widely used in such an environment in which users can have their own individual choices of devices and services. In particular, users can carry heterogeneous mobile devices with different cache sizes, transmission range, and even transmission latency. These devices not only can get services from different Mobile Support Stations (MSS) (depending on the wireless networks they have chosen), but also can form a mobile peer-to-peer (P2P) network to provide services to each other. For such a complex mobile network environment, an effective cache mechanism that can handle the heterogeneous properties is required. In this paper, we propose a flexible cache scheme which is adaptive to the actual device condition and that of its surrounding environment (containing other mobile peers and MSS). We extend the notion of "caching" into a more ambitious concept of "intelligent cache" adaptive to the pervasive computing environment. The main techniques adopted by our caching mechanism include Adaptive Data Caching and Least Cost Caching Path Generating, which can then be further combined with a Data Replication via Clustering technique. We term such a resulting mechanism as Blended Caching scheme and the services provided by the scheme as Adaptive Caching Services (ACS). To better utilize and exploit our caching scheme, an ACS-oriented network layer is also designed. Simulation experiments and analytical studies are carried out to evaluate the effectiveness of our adaptive cache scheme.
机译:即将到来的3G环境肯定是异构移动设备和异构无线网络。许多诸如多媒体流,在线游戏和点对点文件共享之类的应用程序将广泛用于用户可以拥有自己的设备和服务选择的环境中。特别地,用户可以承载具有不同高速缓存大小,传输范围甚至传输延迟的异构移动设备。这些设备不仅可以从不同的移动支持站(MSS)获取服务(取决于所选择的无线网络),还可以形成移动对等(P2P)网络以彼此提供服务。对于这种复杂的移动网络环境,需要一种能够处理异构属性的有效缓存机制。在本文中,我们提出了一种灵活的缓存方案,它适用于实际设备条件以及其周围环境(包含其他移动对等体和MS)。我们将“缓存”的概念扩展到更雄心勃勃的“智能缓存”概念,适应普遍的计算环境。我们的缓存机制采用的主要技术包括自适应数据缓存和最低成本缓存路径生成,然后可以通过聚类技术进一步与数据复制相结合。我们将这样一个由此产生的机制定义为混合缓存方案和该计划提供的服务作为适应性缓存服务(ACS)。为了更好地利用和利用我们的缓存方案,还设计了一种ACS的网络层。进行了仿真实验和分析研究,以评估我们的自适应缓存方案的有效性。

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