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借助 Data Fabric 和 Data Mesh 管理面向未来的数据

Denodo
Denodo

Watch full webinar here: https://bit.ly/44H4CAE 在过去二十年中,企业管理数据的方式在中心化、去中心化、数据库化、数据仓库、云数据存储和数据湖的循环之间来回摇摆。尽管有诸多选择,但难题仍然存在 —— 企业希望数据集中在一个地方,并且易于查找。 如何将所有数据收集到一个位置仍是一个难题。对于当今的企业,找到一个面向未来的数据框架来满足不断变化的商业需求至关重要。数据编织和数据网格,作为企业数据管理中经常被提到的两个新概念,则可以帮助企业以不同的方式解决这些难题。 注册Denodo网络研讨会,了解: - 为什么逻辑架构是未来数据管理的关键 - Data Fabric和Data Mesh背后的基本原理是什么 - 如何使用 Denodo 平台构建逻辑数据编织或数据网格

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借助 Data Fabric 和 Data Mesh
管理面向未来的数据
Stanley Zhang
Denodo解决方案架构师
szhang@denodo.com
18930226403
由数据虚拟化提供支持
CEO追求三个目标:增长、数字化和运营效率
从新冠疫情、动荡政局到气候变化,企业机构不断遭受意外事件的冲击。但利用数字业务在
颠覆环境中繁荣成长、脱颖而出的思路却未曾改变,始终明确印刻在人们的脑海中。
IT领导者需要为数字业务提供技术支持,承担相应的责任,并通过使用能够成倍增加IT力量
的创新趋势,加速增长,战略性推动企业机构进步。
这些创新趋势将能够:
• 随时随地为员工和设备提供可靠的数字连接 - 工程化信任
• 随时随地为快速扩展数字创意提供解决方案 - 塑造变化
• 提供创新能力,加速业务增长 - 加速增长
这些趋势彼此成就,相辅相成。若结合使用,Gartner 2022年重要战略技术趋势将助您协
助 CEO完成优先任务,达到扩大规模、适应变化和加速增长的预期目标。
David Groombridge Gartner
基础设施和通讯服务
副总裁分析师
趋势
数据编织
生成式 AI
2
网络安全网格
隐私增强计算
云原生平台
组装式应用
决策智能
超级自动化
AI 工程化
分布式企业
全面体验
自治系统
塑造数字业务未来的12大趋势
3
当前全球企业专注的IT战略与面临的挑战
战略性
趋势
自主服务的
数据分析
数据资产
管理
数据治理
与安全
分布式云与
数据迁移
互联网与
数据服务
4
数据环境非常复杂
• 数据位于多个孤岛中
• 每一项业务数据需求都是一个数据
集成项目
• 不一致
大型组织分析平均使用 400 个数据来源
来源:2021 年 IDG
数据
来源
数据
使用者
数据
治理
工具
DB、
DW 和
数据湖
文
件
BI 控制面板
报告和工具
数据科学和
机器学习
应用程序
移动和
企业应用程序
微服务
应用程序
云 DB
和
SaaS
流式数据
和 IoT
多维数据集
5
Denodo 的方法
• 接受分布式数据环境
• 接受数据驻留在多个位置或系统中的事实,其中包括
本地、混合、多云环境。所有数据均需以一致方式进
行管理
• 使用逻辑方法来管理现代数据架构
• 使用者通过与数据位置和物理架构分离的集中式语义
模型访问数据,该模型可以强制执行安全性和治理要
求
6
不同数据集的逻辑抽象
数据源
2.数据模型
合并、转换
和语义
3.发布
1.源抽象
使用应用程序
4.开发/运维

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借助 Data Fabric 和 Data Mesh 管理面向未来的数据