Mobility-based Multi-layered Caching and Data Distribution in Vehicular Fog Computing

K. Hassan, R. E. Grande
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引用次数: 2

Abstract

Vehicular fog computing is essential for quick data access to devices and applications, and caching data is a must that plays a vital role in enabling faster responses and making data more available. This work thus investigates using a multi-layer caching strategy to make data more readily available to the requesting nodes. The cache in the layers is distributive and updated on time based on the demand and criteria of the requests. We also distribute data using vehicular mobility by placing limited but significant data into the cache of the vehicle. These communication and data exchange types are standardized through policies in our methodology. This cache management design is extensively analyzed using established frameworks and vehicular networks through simulated environments.
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车辆雾计算中基于移动性的多层缓存和数据分布
车载雾计算对于设备和应用程序的快速数据访问至关重要,而缓存数据在实现更快的响应和使数据更可用方面起着至关重要的作用。因此,这项工作研究了使用多层缓存策略使请求节点更容易获得数据。层中的缓存是分布式的,并根据请求的需求和标准及时更新。我们还利用车辆的移动性来分发数据,将有限但重要的数据放入车辆的缓存中。这些通信和数据交换类型通过我们方法中的策略进行了标准化。通过模拟环境,使用已建立的框架和车辆网络对这种缓存管理设计进行了广泛的分析。
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