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Data Architecture Diagram Online Drawing

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Data Architecture Diagram Online Drawing
What is Data Architecture Diagram

A data architecture diagram describes how data is generated, stored, processed, and used from a data perspective. It focuses on the system's data storage solution, including strategies such as data models, data storage formats, data transmission, data replication, and data synchronization. It also categorizes data based on various system application scenarios and timeframes, including data heterogeneity, read-write separation, cache usage, and distributed data strategies.

Data architecture diagrams provide guidance for database administrators and developers on data management and processing, helping them understand the system's data structure and data flow, thereby optimizing data management processes, improving system efficiency, and supporting data-driven decision-making.

There are four key points to consider when drawing a data architecture diagram:

1) Starting with the data source, how is the data integrated into the data warehouse?
2) Once the data is integrated into the data warehouse, where is it stored? How is the data warehouse layered? What are the responsibilities of each layer?
3) How is the data stored and managed in the data mart?
4) To which applications is the data provided at the data application layer?

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ProcessOn Data Architecture Diagram Key Features

Online Collaboration

Supports real-time multi-user co-creation with shareable links for instant information transfer

Online Collaboration
One-Click AI Generation

Automatically generates graphics from text input and applies style enhancements

One-Click AI Generation
Personalized Style Customization

Prebuilt themes with full customization for personalized designs

Personalized Style Customization
Multiple Component Types

Supports icons, images, labels, LaTeX formulas, code blocks, links, attachments and more

Multiple Component Types
Multi-Format Compatibility

Export: PNG, VISIO, PDF, SVG | Import: VISIO, Mermaid

Multi-Format Compatibility
Cross-Device Sync

Real-time cloud storage, multi-device sync, version history, and secure data protection

Cross-Device Sync
Architecture Diagram Detailed Classification

In the internet industry, architecture diagrams are an important tool used to visually display the architecture of software, systems, applications, and the relationships between their components. Common types of architecture diagrams include business architecture diagrams, application architecture diagrams, system architecture diagrams, technical architecture diagrams, deployment architecture diagrams, data architecture diagrams, product architecture diagrams, functional architecture diagrams, and information architecture diagrams.

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Architecture
Data Architecture Diagram Elements

Data Source: This is the starting point for data entering the system and can be various internal systems (such as ERP, CRM) or external systems (such as third-party APIs, social media).

Data Storage: The storage system is responsible for data persistence, including databases (such as relational databases, NoSQL databases), data warehouses, data lakes, etc.

Data Processing: The processing module is responsible for cleaning, transforming, aggregating raw data for subsequent analysis and use.

Data Analysis: The analysis module provides various analysis tools and methods to extract valuable information from the data.

Data Service: Provides processed and analyzed data in the form of APIs or other services for use by other systems or users.

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Data
Six Modules of Data Architecture Diagram

Data Declaration: The architecture work declaration is one of the key documents in the architecture development method, describing the scope, methods, resources, and plans of architecture development. It defines the basic framework and expected outcomes of the architecture project, with data declaration being a part of it.

Data Principles: A set of fundamental guidelines and directives used to guide enterprise architecture design and implementation, ensuring consistency, flexibility, and scalability of the architecture, keeping architecture decisions consistent across different projects and teams.

Data Model: Defines data elements, their attributes, and the relationships between data elements. Outputs include conceptual models, logical models, physical models, data catalogs, etc.

Data Flow: The main outputs of data flow include data circulation, business mapping, etc., describing the flow and transmission methods of data within and between systems.

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Six
Core Objectives of Data Architecture Diagram

Clarify Data Flow, describing the process of data collection, processing, distribution to consumption from the source

Organize Data Structure, showcasing key data domains, table structures, data models

Unify Data Standards, assisting in data classification, naming conventions, metadata governance

Support Platform Construction, providing a basis for building data middle platforms, data lakes, data warehouses

Support Compliance Governance, meeting needs for data security, compliance, master data management

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Core
Role of Data Architecture Diagram

Data architecture primarily addresses three issues:

First, what kind of data the system needs;

Second, how to store this data;

Third, how to design the data architecture.

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Role
Design Steps of Data Architecture Diagram

Connect to Business Architecture, analyze data needs, identify data types, collect data

Data Model Design, conceptual model, logical model, physical model

Data Governance, data security compliance, data quality management

Data Sharing and Opening, supporting business decisions, business innovation

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Design

Data Architecture Diagram How to Draw?

Data Architecture DiagramHow to Draw?
1
Create a "structure diagram" or "flowchart" and then add "UML use case diagram" symbols to the drawing area, as the "container" symbol will be used during the creation process
2
Determine components: Sort out requirements to determine key components to include, such as data sources, ETL tools, data storage, data analysis tools, etc.
3
Draw data sources: Drag and drop symbols from the left to add data sources and annotate the type of data source and main data characteristics
4
Draw ETL process: Use arrows to indicate data flow direction, including data extraction, transformation, cleaning, and loading into a data warehouse or data lake to demonstrate the ETL process
5
Draw data storage: Drag and drop symbols from the left to add data storage and annotate its type and characteristics, considering the data lifecycle, including data storage, backup, and archiving
6
Draw data usage: Drag and drop symbols from the left for data usage scenarios and annotate related tools and technologies to clearly show how data is extracted, transformed, analyzed, and presented
7
Check and confirm the diagram is correct, and thus, a professional data architecture diagram is completed
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Data Architecture Diagram Drawing Guide

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  • Microservices Architecture Diagram Guide : Concepts, Creation Tutorials, and Templates

    Microservices Architecture Diagram Guide : Concepts, Creation Tutorials, and Templates

    In the field of software engineering, microservice architecture has become an important method for building complex and scalable systems. As a developer, understanding microservice architecture diagrams is not only the key to mastering system design, but also an essential skill for optimizing and maintaining systems. This article will introduce the basic concepts, application scenarios, creation ideas, and drawing steps of microservice architecture diagrams in detail to help developers better understand and apply this tool.
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    What is the C4 Model in software architecture design? Diagrams and templates

    In the field of software development, it is crucial to clearly communicate architectural design. The C4 Model (Context, Containers, Components, and Code) is a system architecture diagram method tailored for development architects. It provides a simple, clear and easy-to-understand way to express different levels of architectural information of the system, thereby helping developers, architects and stakeholders to better understand and communicate architectural decisions.
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Data Architecture Diagram Template Recommendations

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Data Architecture Diagram Frequently asked questions

What is the relationship between a data architecture diagram and an information architecture diagram?

The data architecture diagram and the information architecture diagram are two different concepts, but they are closely related in system design, influencing and collaborating with each other, both aiming to provide better user experience and system performance. 
The data architecture diagram focuses on data storage, flow, and relationships, while the information architecture diagram focuses on how users access and understand information. Simply put, the data architecture diagram is about 'data,' while the information architecture diagram is about 'how information is presented to users.'

What are the use cases for a data architecture diagram?

Data architecture is technology-oriented and can be organized based on information architecture. It is mainly used in three scenarios: enterprise data management, network security and privacy protection, and big data analysis.

What is the difference between a data architecture diagram and a data flow diagram?

The data architecture diagram primarily focuses on the structure and relationships of data, used to demonstrate the interactions and dependencies between data elements;

whereas the data flow diagram primarily focuses on the flow and operations of data, used to demonstrate the processes and transmission of data within a system.

Is a data architecture diagram valuable for small and medium-sized enterprises?

For small and medium-sized enterprises, a data architecture diagram is also of great value. It can help enterprises better understand and manage data, improve internal information flow and decision-making efficiency, thereby providing strong support for the development and competitiveness of the enterprise.

In which industries can a data architecture diagram be applied?

The data architecture diagram is primarily applied in the information technology industry, but it can also be applied in any field with data processing and management needs, such as finance, healthcare, education, etc. For any organization or field involving data, a data architecture diagram can play a role in planning, management, and decision support.

How to ensure the reliability and continuous updating of a data architecture diagram?

To ensure the reliability and continuous updating of a data architecture diagram, it is necessary to establish a good data management and maintenance mechanism. Ensure that the data architecture diagram is consistent with the actual situation and responds to changes and updates in a timely manner. In addition, regularly review and verify the accuracy of the data architecture diagram, and for important changes and adjustments, corresponding document updates and communication are required.

Should a data architecture diagram indicate data sources and types?

Yes. It is recommended to indicate data sources (such as CRM, ERP, Web logs) and their types (structured, semi-structured, unstructured), which helps in understanding data processing strategies and quality issues.

How to express data layering structure?

Typically, the data warehouse layering structure ODS → DWD → DWS → ADS is adopted, clearly reflecting the data processing process.

ODS: Original Data Layer

DWD: Detailed Data Layer

DWS: Summary Data Layer

ADS: Application Data Layer

How to express data between different business systems?

The 'data integration layer' can be used to connect different systems and clarify the data sharing methods (such as interface synchronization, data bus, data lake aggregation), and it is advisable to indicate the interface types (API, FTP, Binlog, etc.) and synchronization methods (real-time, T+1, etc.) as much as possible.

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