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Cloud Enabled Big Data Business Platform for Logistics Services: A Research and Development Agenda

机译:基于云的物流服务大数据业务平台:研究与发展议程

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This paper explores the support provided by big data systems developed in the cloud for empowering modern logistics services through fostering synergies among 3/4PL (third /fourth party logistics) in order to establish interoperable or highly integrated and sustainable logistics supply chain services. However, big data applications could have limited capabilities of providing performant logistics services without addressing the quality and accuracy of data. The main outcome of the paper is the definition of an architectural framework and associated research and development agenda for the application of cloud computing for the development and deployment of a Big Data Logistics Business Platform (BDLBP) for supply chain network management services. The capabilities embedded in the BDLBP can provide powerful decision support to logistics networking and stakeholders. Two of the three strategic and operational capabilities as operational capacity planning, and real-time route optimisation are built upon literature based on operational research, and are extended to the scope of dynamic and uncertain situations. The third capability, strategic logistics network planning is currently under researched and this approach aims at covering this capability supported by big data analytics in the cloud.
机译:本文探讨了在云中开发的大数据系统所提供的支持,以通过在3 / 4PL(第三方/第四方物流)之间建立协同作用来增强现代物流服务的能力,从而建立可互操作或高度集成且可持续的物流供应链服务。但是,大数据应用程序在不解决数据质量和准确性的情况下提供高性能物流服务的能力可能有限。本文的主要成果是为云计算的应用定义架构框架和相关的研究与开发议程,以开发和部署用于供应链网络管理服务的大数据物流业务平台(BDLBP)。 BDLBP中嵌入的功能可以为物流网络和利益相关者提供强大的决策支持。战略和运营能力这三项战略能力中的两项,即运营能力计划和实时路线优化,是建立在基于运营研究的文献基础上的,并已扩展到动态和不确定情况的范围。当前正在研究第三种功能,即战略性物流网络规划,这种方法旨在涵盖由云中的大数据分析支持的这种功能。

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