论文标题

基于无服务器计算

Cost Control and Efficiency Optimization in Maintainability Implementation of Wireless Sensor Networks based on Serverless Computing

论文作者

Gao, Tiannan, Xu, Minxian

论文摘要

无线传感器网络(WSN)已经开发了数十年,并且在性能,功耗和拥塞控制方面表现良好。但是,尚未解决以下问题,例如对设备的生命周期,高度耦合的工程开发以及在WSN的生命周期中对硬件和软件资源的利用率较低的成本估计不准确。因此,我们首先提出了基于无服务器计算的WSN可维护性实现的概念视图。可维护性实施是指满足WSN产品以消耗最低资源的能力,其配置,试验生产,调试,批处理生产,部署,操作和维护阶段的可能性更高。然后,我们讨论了无服务器计算可以在WSN的软件功能级别上实现,以使设备操作和功能开发分发,从而大大提高了资源的重复使用并排除了硬件干扰。从可维护性和成本控制的角度来看,无服务器计算的概念可用于构建WSN平台,该平台可以支持数据收集和数据管理的功能,从而可以通过预先支出从探索中受益,从而大大降低设计,制造,制造和运营成本。最后,基于现有技术和智能城市场景,通过案例研究给出了用于无服务器计算的WSN平台的想法。

Wireless sensor network (WSN) has been developed for decades and have performed well in the performance, power consumption, and congestion control. However, the following problems have not been addressed, such as inaccurate cost estimation of device's lifecycle, highly-coupled engineering development, and low utilization of hardware and software resources during the life cycle of WSN. Therefore, we first propose the conceptual view of maintainability implementation for WSN based on Serverless Computing. The maintainability implementation refers to the ability to meet the WSN product to consume the minimum resources with a higher probability in configuration, trial production, debugging, batch production, deployment, operation, and maintenance phases. And then, we discuss that Serverless Computing can be realized at the software functional level of WSN to decouple the device operation and functional development, greatly improve the reuse of resources and exclude the hardware interference. From the perspective of maintainability and cost control, the concept of Serverless Computing can be used to build WSN platforms, which can support the functions of data collection and data management into functional development that may benefit from exploration through upfront expenditures, thereby significantly reducing design, manufacturing, and operational costs. Finally, based on existing technologies and smart city scenarios, the idea of a WSN platform for Serverless Computing is given with a case study.

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