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

机译:云支持物流服务的大数据业务平台:研究和发展议程

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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提供的支持,以通过培养3 / 4PL(第三派对物流)之间的协同效应来赋予现代物流服务,以建立可互操作或高度综合和可持续的物流供应链服务。然而,大数据应用程序可能具有提供性能物流服务的有限功能,而不会解决数据的质量和准确性。本文的主要结果是亚洲建筑框架和相关研究和发展议程的定义,用于在供应链网络管理服务开发和部署大型数据物流业务平台(BDLBP)的开发和部署中的应用。 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。基于运营研究的文学建立了三种战略和运营能力,以及实时路线优化,并延伸到动态和不确定情况的范围。第三种能力,目前正在研究战略性物流网络规划,这种方法旨在涵盖云中大数据分析的这种能力。

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