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DataWorks

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DataFunSummit
DataFunSummit
Nov 15, 2023 · Big Data

Alibaba Cloud DataWorks Intelligent Data Modeling: Practices and Insights

This article introduces Alibaba Cloud DataWorks' intelligent data modeling tool, outlines the data demand flow, shares best practices and practical demonstrations of data warehouse modeling, discusses model application and data asset management, and answers common questions while highlighting its commercial availability.

AlibabaCloudBigDataDataGovernance
0 likes · 12 min read
Alibaba Cloud DataWorks Intelligent Data Modeling: Practices and Insights
DataFunTalk
DataFunTalk
Oct 23, 2023 · Big Data

Alibaba Cloud DataWorks Intelligent Data Modeling: Practices, Challenges, and Solutions

This article introduces Alibaba Cloud DataWorks' intelligent data modeling tool, outlines the data demand flow, shares best practices and hands‑on demonstrations for data warehouse modeling, discusses common challenges and their solutions, and provides Q&A and product details for developers and data engineers.

Alibaba CloudBest PracticesBig Data
0 likes · 12 min read
Alibaba Cloud DataWorks Intelligent Data Modeling: Practices, Challenges, and Solutions
DataFunTalk
DataFunTalk
Oct 7, 2023 · Big Data

Alibaba DataWorks Data Stability Governance: Challenges, Solutions, and Practices

This article presents Alibaba's experience in addressing large‑scale data stability challenges by outlining common problems, governance principles, baseline monitoring, team collaboration methods, practical implementations, and proactive measures to ensure reliable and accurate data production on the DataWorks platform.

AlibabaBig DataData Stability
0 likes · 12 min read
Alibaba DataWorks Data Stability Governance: Challenges, Solutions, and Practices
DataFunTalk
DataFunTalk
Jul 26, 2023 · Big Data

Data Model Governance Practices at Taobao (Alibaba)

This article presents a comprehensive case study of Taobao's data model governance, detailing the background challenges, the four‑pillar solution framework, specific governance practices such as invalid table decommissioning, data handover, public layer operations, incremental control, productization, future plans, and a Q&A session.

AlibabaBig DataDataWorks
0 likes · 26 min read
Data Model Governance Practices at Taobao (Alibaba)
DataFunSummit
DataFunSummit
Aug 19, 2022 · Big Data

Taobao Data Model Governance: Challenges, Analysis, and Solutions

This article presents a comprehensive overview of Taobao's data model governance, detailing the background and problems of the current data architecture, analyzing root causes, proposing a structured governance framework with DataWorks automation, and outlining future plans to improve efficiency, standardization, and product tooling.

AlibabaBig DataData Modeling
0 likes · 13 min read
Taobao Data Model Governance: Challenges, Analysis, and Solutions
DataFunTalk
DataFunTalk
Jul 25, 2022 · Big Data

Taobao Data Model Governance and Intelligent Modeling with DataWorks

This article summarizes Guo Jinshi's presentation on Taobao's data model governance, covering the current data landscape, identified problems, analysis of root causes, proposed governance solutions—including DataWorks intelligent modeling—and future plans, while also providing a Q&A session on practical implementation.

AlibabaBig DataData Modeling
0 likes · 13 min read
Taobao Data Model Governance and Intelligent Modeling with DataWorks
DaTaobao Tech
DaTaobao Tech
May 13, 2022 · Big Data

Taobao Big Data Model Governance and DataWorks Co‑development

Taobao’s rapidly expanding technical data system faced naming inconsistencies, low table reuse, and costly, inefficient data usage, prompting a joint effort with DataWorks to digitize model evaluation, enforce standardized governance, deliver intelligent end‑to‑end modeling tools, and launch a development assistant, resulting in a health‑monitoring dashboard, upgraded data maps, and a roadmap for further automation and architecture refinement.

Big DataData ModelingDataWorks
0 likes · 12 min read
Taobao Big Data Model Governance and DataWorks Co‑development
DataFunTalk
DataFunTalk
Jan 22, 2022 · Big Data

Alibaba Cloud Data Integration (DataX) Architecture, Design Principles, and Solution Overview

This presentation details Alibaba Cloud DataWorks Data Integration (DataX), covering its architecture, core design principles, offline and real‑time synchronization mechanisms, deployment modes, product positioning, use‑case scenarios, and its role within the broader DataWorks ecosystem, highlighting its capabilities for large‑scale data movement and processing.

Alibaba CloudBig DataDataWorks
0 likes · 19 min read
Alibaba Cloud Data Integration (DataX) Architecture, Design Principles, and Solution Overview
Sohu Tech Products
Sohu Tech Products
Apr 7, 2021 · Big Data

Data Warehouse Architecture and Modeling with Alibaba MaxCompute and DataWorks

This tutorial explains how to select a technical architecture, design a three‑layer data warehouse (ODS, CDM, ADS), model tables and dimensions, choose storage strategies, handle slowly changing dimensions, synchronize data with DataWorks, and implement dimensional modeling and fact tables using Alibaba MaxCompute for big‑data analytics.

Big DataData WarehouseDataWorks
0 likes · 32 min read
Data Warehouse Architecture and Modeling with Alibaba MaxCompute and DataWorks