Android应用中导航感知和个性化的网络请求预取

I. Malavolta, Francesco Nocera, P. Lago, M. Mongiello
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引用次数: 4

摘要

预取网络请求被认为是减少用户网络延迟的一种非常有效的方法,因为它允许立即从本地缓存生成网络响应。在本文中,我们讨论了如何使用用户导航模式来开发导航感知技术,以个性化地预取Android应用程序的网络请求。所提出的想法为一系列新的预取机会打开了大门,因为它关注的是相对于最先进的网络请求预取方法的更高抽象级别。所提出的想法允许开发方法,根据每个用户在与移动应用程序交互时展示的独特导航模式来调整其预取行为。
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Navigation-Aware and Personalized Prefetching of Network Requests in Android Apps
Prefetching network requests has been advocated as a highly effective way of reducing network latency experienced by the user since it allows network responses to be generated immediately from a local cache. In this paper we discuss how user navigation patterns can be used for developing navigation-aware techniques for personalized prefetching of network requests of Android apps. The proposed idea opens for a new family of prefetching opportunities since it focusses at a higher level of abstraction with respect to state-of-the-art approaches for network requests prefetching. The proposed idea allows the development of approaches which adapt their prefetching behaviour according to the unique navigation patterns each user exhibits while interacting with a mobile app.
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