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Mobile User's Memory Management To Minimize Deadline Misses of User's Requests In a Data Broadcasting System

机译:移动用户的内存管理可最大程度地减少数据广播系统中用户请求的最后期限

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Data broadcasting is rapidly becoming a leading candidate for the distribution of information to a large number of users in a wireless communication environment. In a broadcast data delivery system, there is a server which is broadcasting data to a user community according to a given schedule without knowing what a user needs due to the lack of communication from users to the server. A user has to wait for its needed items from the broadcast as they go by. In many applications, there are given dealines within which the user must receive the item after its need arises. If the server's broadcast schedule does not match the user's access pattern, the waiting time will be considerably long and some deadlines will not be met. If a user has a local memory, it can alleviate its deadline misses by selectively prefetching the items from the broadcast and storing them in the memory. In this paper, we identify an optimal memory management policy that minimizes the expected aggregate deadline misses. Optimal memory update strategies with limited look-ahead are given as implementable approximations of the optimal policy. Numerical experiments are performed in order to investigate the performance of the memory management strategies under different look-ahead steps, different cache sizes, different types of deadlines and different broadcast schedules.
机译:在无线通信环境中,数据广播正迅速成为向大量用户分发信息的主要候选方法。在广播数据传送系统中,存在一种服务器,该服务器根据给定的时间表向用户社区广播数据,而由于不存在从用户到服务器的通信,因此不知道用户需要什么。用户必须等待广播中需要的项目。在许多应用中,给定了脱币交易,用户在出现需求后必须在其中接收该交易。如果服务器的广播时间表与用户的访问模式不匹配,则等待时间将相当长,并且某些截止日期将无法满足。如果用户有本地内存,则可以通过从广播中有选择地预取项目并将它们存储在内存中来减轻其截止期限未命中的情况。在本文中,我们确定了一种最佳的内存管理策略,该策略可以最大程度地减少预期的总截止期限未命中率。有限内存的最佳内存更新策略作为最佳策略的可实现近似值给出。为了研究内存管理策略在不同的提前步骤,不同的缓存大小,不同类型的截止日期和不同广播时间表下的性能,进行了数值实验。

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