使用网络代码的可靠物联网分布式存储演示

Johannes Techel, Xiaobo Zhao, Prasad Talasila, Qi Zhang, D. Lucani
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引用次数: 1

摘要

物联网(IoT)设备和服务的大量增加和同化给物联网产生的数据的传感、通信和可靠存储带来了新的挑战。我们专注于物联网设备可能长时间失去连接并且只能依赖其他物联网设备可靠地存储数据的场景。这就构成了分布式存储的问题,在分布式存储中,由于没有其他设备到达系统,并且每个设备的存储能力有限,因此网络中的其他设备无法替换丢失的设备。因此,最先进的数据中心分布式存储方法并不适用。我们表明,在带宽和存储使用方面,对于这种新场景,数据修复的最佳策略可以使用网络编码在实际设备中有效地实现。我们将[1]中的理论结果转化为使用树莓派设备的实现。
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Demonstration of Reliable IoT Distributed Storage using Network Codes
The massive increase and assimilation of Internet of Things (IoT) devices and services imposes new challenges in sensing, communication, and reliable storage of data generated by the IoT. We focus on scenarios where the IoT devices may lose connectivity for long periods of time and can only rely on other IoT devices to store data reliably. This constitutes a problem of distributed storage where lost devices cannot be replaced by others in the network due to the fact that there are no additional devices arriving to the system and that each device has a limited storage capability. Thus, state-of-the-art approaches for distributed storage in data centers are not applicable. We show that optimal policies for data repair, in terms of bandwidth and storage usage, for this novel scenario can be implemented efficiently in real-devices using network coding. We provide a translation from the theoretical results in [1] into an implementation using Raspberry Pi devices.
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