企业数字化决策与多维内存分析技术--基于元年方舟多维数据库(ArkCube)架构  

Enterprise Digital Decision-making and Multidimensional Memory Analysis Technology:Based on the Architecture of ArkCube

作　　者：李彤 Li Tong

机构地区：[1]元年科技

出　　处：《管理会计研究》2022年第4期27-35,共9页MANAGEMENT ACCOUNTING STUDIES

摘　　要：数字化转型的大背景下,企业如何有效利用数据资产进行实时的决策和预测,是在不确定性的市场环境下取得成功的重要保障。在技术手段上除了采用数据中台和大数据技术,多维OLAP是企业实时决策分析的重要支撑性技术。它在建立复杂的量化分析、预测、决策模型方面有着其他技术不可比拟的灵活性、易用性等性能优势。随着数字化技术环境的变化,OLAP技术需要持续演进与优化。元年方舟自主开发的ArkCube是一款自主可控的多维内存分析引擎,作为数据中台的一部分,面向业务分析用户,提供预测、预算、成本分摊和管理报告等复杂计算场景的建模能力,并利用内存实时计算和弹性分布式计算。本文还介绍了该内存多维分析技术如何应用到管理会计、业财融合和决策分析领域。Under the background of digital transformation,how to make effective use of data assets for real-time decision-making and prediction is an important guarantee for enterprises to succeed in an uncertain market environment.In terms of techniques,in addition to the extensive use of data platform and big data technology,multidimensional OLAP is also an important supporting technology for enterprise real-time decision analysis.It has incomparable flexibility,ease of use and performance advantages in establishing complex quantitative analysis,prediction and decision-making models.With the change of digital technology environment,OLAP technology needs continuous evolution and optimization.Ark Cube,independently developed by Yuanian,is an independent and controllable multi-dimensional memory analysis engine.As a part of the middle data platform,it is oriented to business analysis users and provides the modeling ability of complex computing scenarios such as prediction,budget,cost allocation and management report.This paper mainly introduces how the memory multidimensional analysis technology is applied to the fields of management accounting,business finance integration and decision analysis.

关 键 词：内存计算 OLAP 多维数据库 决策分析 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论] F270.7[自动化与计算机技术—计算机科学与技术]