首页> 外文会议>Fleet maintenance modernization symposium >Agile Analytics: Rapid Time-to-Value for the Warfighter An Agile approach to applying advanced analytics
【24h】

Agile Analytics: Rapid Time-to-Value for the Warfighter An Agile approach to applying advanced analytics

机译:Agile Analytics:战士的快速时间价值是应用高级分析的敏捷方法

获取原文

摘要

The purpose of this paper is to describe how Agile methodologies can be deployed to conduct a business intelligence/business analytics project that provides Navy leadership with improved decision making capabilities. Day in the Life scenarios are then used to help qualify and quantify the positive impacts this transformation will bring. Leading organizations are proving that the ability to run Advanced Analytics on their vast amounts of data delivers significant value across the enterprise. The Economist found that three-quarters of top performing executives attribute their success in part to data-based decision-making. Navy leadership has likewise issued a call to shift from managing data to using it for decision-making. A key reason that data analytics initiatives are quickly maturing across many verticals, including financial services, manufacturing, and government, is the adoption of Agile methodologies as distinct from traditional "waterfall" development methodology. Agile methodologies, commonly used in software and system engineering to decrease time-to-value, enable organizations to rapidly build a scalable platform, produce a proof of concept, and then convert it into production-quality data products. They also reduce the burden of data transformation through automation, provide a future-proof channel for data integration and persistence, and enable the continuous evolution of data retrieval and analytics use cases. Applied to Navy maintenance, for example, Agile methodologies could be leveraged to utilize real-time and time-now information and produce analyses of ship maintenance. This paper describes a data-fueled approach that relies on frequent communication between the implementation team and the mission users while leveraging a proven data management architecture. This would allow the Navy to correlate relevant data pertinent to a business problem from the array of data sets within the organization, apply algorithms to logically connect the data, and build an organizational culture that values data-driven decisions. This approach rapidly puts a powerful capability into warfighters' hands and promotes organizational agility to meet anticipated demands and changing mission requirements as events dictate.
机译:本文的目的是描述如何部署敏捷方法以进行商业智能/业务分析项目,该项目提供了具有改进的决策能力的海军领导力。然后,生活中的一天将用于帮助资格获得并量化这种转变将带来的积极影响。领先的组织正在证明,在其大量数据上运行高级分析的能力在整个企业中提供了重大的价值。经济学家发现,四分之三的顶级表演高管将其成功归于基于数据的决策。海军领导人同样颁发了呼叫从管理数据来使用它来决策。数据分析倡议在许多垂直方面迅速成熟,包括金融服务,制造和政府​​,包括敏捷方法,与传统的“瀑布”发展方法不同。敏捷方法,常用于软件和系统工程来减少时间值,使组织能够快速构建一个可扩展的平台,产生概念证明,然后将其转换为生产质量的数据产品。它们还通过自动化减少数据转换的负担,为数据集成和持久性提供了未来的频道,并启用数据检索和分析用例的连续演变。例如,应用于海军维护,可以利用敏捷方法来利用实时和时间信息,并产生船舶维护的分析。本文介绍了一种数据燃料的方法,依赖于实现团队和任务用户之间的频繁通信,同时利用经过验证的数据管理架构。这将允许海军将相关数据与组织中的数据集数组相关联,从而应用算法以逻辑连接数据,并构建值为数据驱动的决策的组织文化。这种方法迅速将强大的能力转变为战争者的手,促进组织灵活性,以满足预期的需求和改变任务要求,因为事件决定了。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号