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Network Architecture with Categorizing Metadata by Locality and Lifetime for IoT Database Management

机译:通过按地点和生命周期对元数据进行分类的网络架构进行物联网数据库管理

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This paper proposes a new Information-Centric Network architecture (ICN) suitable for handling metadata of the data which is continuously generated typically by IoT devices and/or has a short lifetime (called Live Data). The proposed ICN has two methods considering the feature of high locality of Live Data retrieval; (1) metadata of Live Data is stored for queries either on metadata databases (DB) or data generation terminals (publishers) with considering popularity and locality of the data, and a query is sent either to DB or publishers in a local area of the query issue terminals (subscribers). (2) the metadata DBs consist of one global DB and multiple local DBs which is for offloading the global DB and covers only local data. In the first method, we found that DB update cost reduced by 99.73(%) while suppressing search energy increase. Also, in the second method, we showed that DB update cost reduced by 85.70(%) while suppressing search energy increase.
机译:本文提出了一种新的以信息为中心的网络架构(ICN),该架构适用于处理通常由IoT设备连续生成和/或使用寿命短的数据元数据(称为实时数据)。考虑到实时数据检索的高度局限性,提出的ICN有两种方法: (1)考虑到数据的受欢迎程度和本地性,将实时数据的元数据存储在元数据数据库(DB)或数据生成终端(发布者)上以进行查询,然后将查询发送到数据库或数据库的本地区域中的发布者查询发布终端(订户)。 (2)元数据数据库由一个全局数据库和多个本地数据库组成,用于卸载全局数据库,并且仅覆盖本地数据。在第一种方法中,我们发现数据库更新成本降低了99.73(%),同时抑制了搜索能量的增加。同样,在第二种方法中,我们表明数据库更新成本减少了85.70(%),同时抑制了搜索能量的增加。

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