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PIYAS-Proceeding to Intelligent Service Oriented Memory Allocation for Flash Based Data Centric Sensor Devices in Wireless Sensor Networks

机译:PIYAS-面向无线传感器网络中基于闪存的数据中心传感器设备的面向智能服务的内存分配

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摘要

Flash memory has become a more widespread storage medium for modern wireless devices because of its effective characteristics like non-volatility, small size, light weight, fast access speed, shock resistance, high reliability and low power consumption. Sensor nodes are highly resource constrained in terms of limited processing speed, runtime memory, persistent storage, communication bandwidth and finite energy. Therefore, for wireless sensor networks supporting sense, store, merge and send schemes, an efficient and reliable file system is highly required with consideration of sensor node constraints. In this paper, we propose a novel log structured external NAND flash memory based file system, called Proceeding to Intelligent service oriented memorY Allocation for flash based data centric Sensor devices in wireless sensor networks (PIYAS). This is the extended version of our previously proposed PIYA []. The main goals of the PIYAS scheme are to achieve instant mounting and reduced SRAM space by keeping memory mapping information to a very low size of and to provide high query response throughput by allocation of memory to the sensor data by network business rules. The scheme intelligently samples and stores the raw data and provides high in-network data availability by keeping the aggregate data for a longer period of time than any other scheme has done before. We propose effective garbage collection and wear-leveling schemes as well. The experimental results show that PIYAS is an optimized memory management scheme allowing high performance for wireless sensor networks.
机译:闪存由于其非挥发性,小尺寸,重量轻,访问速度快,抗冲击性,高可靠性和低功耗等有效特性,已成为现代无线设备中更广泛的存储介质。传感器节点在处理速度,运行时内存,持久性存储,通信带宽和有限能量等方面受到资源的高度限制。因此,对于支持传感,存储,合并和发送方案的无线传感器网络,在考虑传感器节点约束的情况下,迫切需要高效,可靠的文件系统。在本文中,我们提出了一种新颖的基于日志结构的基于外部NAND闪存的文件系统,称为无线传感器网络(PIYAS)中基于闪存的以数据为中心的传感器设备的面向智能服务的内存分配。这是我们先前提出的PIYA []的扩展版本。 PIYAS方案的主要目标是通过将内存映射信息保持为非常小的大小来实现即时安装并减少SRAM空间,并通过根据网络业务规则将内存分配给传感器数据来提供高查询响应吞吐量。该方案通过智能方式对原始数据进行采样和存储,并通过将聚合数据保持比以前任何其他方案更长的时间来提供较高的网络内数据可用性。我们还提出了有效的垃圾收集和损耗均衡方案。实验结果表明,PIYAS是一种优化的内存管理方案,可为无线传感器网络提供高性能。

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