Design and analysis of an EPC discovery service based randomized architecture

Zhou Hongtao, Wang Dong
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引用次数: 1

Abstract

Concept of Internet of Things has been proposed by professor Ashton from MIT Auto-ID for the first time, EAN and UCC established a none-profit organization EPCglobal, a lot of standards established to make the relative application canonical, aims to raise visibility in supply chains by enabling interested parties to query item-level data. EPCglobal defines EPC-IS, EPC-ONS, DTD, DTS etc. in its architecture but the standard of EPC-DS hasn't been proposed. EPC-IS stores the data of commodities which are delivered in supply chain, different companies own their own specific EPC-IS server and diverse data formats. The trend of Application scale is massive, data magnanimity and distributed, a lot of upper system services depend on historical data, so a reliable, high performance and efficiency data discovery mechanism is very important. Centralized discovery model is not suit for handling large number of requests, so it's a bottle-neck of application possibly; Chain discovery model exists risks of chain-breaking problems and single node failure, these problems could influence the stabilization of system; Net discovery model maintains the stabilization of system by increasing the auxiliary paths, but the complexity of space is too large, so it possibly doesn't suit for massive application; Distributed discovery model can not only maintains stabilization of system but also has a high performance and efficiency, Chord is a distributed mechanism which offers less complexity of space then Net model and gains a very considerable efficiency in average nodes searching. This paper propose a distributed discovery mechanism base on randomized architecture which offers performance of complexity of space as same as Chord and less cost of average nodes searching than Chord, and this mechanism can handles the chain-breaking problems and single node failure to offer a stable, robust discovery service.
基于随机化架构的EPC发现服务设计与分析
来自MIT Auto-ID的Ashton教授首次提出了物联网的概念,EAN和UCC建立了一个非营利组织EPCglobal,建立了许多标准,使相关应用规范化,旨在通过使相关方能够查询项目级数据来提高供应链中的可见性。EPCglobal在其架构中定义了EPC-IS、EPC-ONS、DTD、DTS等,但EPC-DS的标准尚未提出。EPC-IS存储在供应链中交付的商品的数据,不同的公司拥有自己特定的EPC-IS服务器和不同的数据格式。应用规模的发展趋势是海量化、数据海量化和分布式,大量的上层系统服务依赖于历史数据,因此一个可靠、高性能、高效的数据发现机制是非常重要的。集中式发现模型不适合处理大量的请求,可能成为应用的瓶颈;链发现模型存在断链问题和单节点故障的风险,这些问题会影响系统的稳定性;网络发现模型通过增加辅助路径来维持系统的稳定性,但由于空间复杂性过大,可能不适合大规模应用;分布式发现模型既能保持系统的稳定性,又具有较高的性能和效率,Chord是一种分布式机制,它比Net模型提供的空间复杂性更小,并且在平均节点搜索方面获得了非常可观的效率。本文提出了一种基于随机化架构的分布式发现机制,该机制具有与Chord相同的空间复杂度性能和比Chord更低的平均节点搜索成本,能够处理断链问题和单节点故障,提供稳定、鲁棒的发现服务。
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