BestHub
Sign in
Tagged articles
239 articles
Page 1 of 3
Digital Planet
Digital Planet
May 4, 2026 · Industry Insights

How Marketing Digitalization Turns IT into a Core Business Engine

The article analyzes how the shift to marketing digitalization forces traditional IT departments to move from peripheral support roles to strategic growth engines, detailing the three core challenges they face, the value‑redefinition framework, and three concrete pathways—including infrastructure, low‑code enablement, and data‑driven decision making—illustrated with real‑world case studies such as Dongpeng Energy Drink and Luzhou Laojiao.

Data AssetsIT transformationcase study
0 likes · 15 min read
How Marketing Digitalization Turns IT into a Core Business Engine
Digital Planet
Digital Planet
Apr 29, 2026 · Backend Development

Why Traditional Code‑Issuing Platforms’ Permission Design Is Doomed to Fail

The article explains how the hard‑coded, role‑bound permission model of traditional code‑issuing platforms collapses when an organization’s structure changes, and shows how a three‑layer decoupled architecture can provide fine‑grained, configurable access that turns the platform into true enterprise infrastructure.

Identity ManagementPermission DesignRole-Based Access Control
0 likes · 12 min read
Why Traditional Code‑Issuing Platforms’ Permission Design Is Doomed to Fail
DataFunSummit
DataFunSummit
Mar 23, 2026 · Industry Insights

Why Traditional Data Platforms Fail and How Ontology Drives Triple‑Digit ROI

The article analyzes costly data‑platform failures in large enterprises, contrasts traditional data middle‑platforms with Palantir’s ontology‑based approach, and explains a three‑layer architecture that turns raw data into automated business decisions, illustrated with real‑world case outcomes.

Data ManagementData PlatformDigital Twin
0 likes · 5 min read
Why Traditional Data Platforms Fail and How Ontology Drives Triple‑Digit ROI
Architecture Breakthrough
Architecture Breakthrough
Nov 25, 2025 · Industry Insights

How to Build a High‑Impact Architecture Planning Presentation

This article shares a step‑by‑step framework for creating architecture planning PPTs that emphasize a clear logical backbone, slide‑level objectives, quantified business and technical value, unified terminology, strategic alignment, technical standards, gap analysis, and an implementation plan, helping leaders without domain expertise quickly grasp and trust the proposal.

Architecture PlanningStrategic ReportingTechnical Value
0 likes · 7 min read
How to Build a High‑Impact Architecture Planning Presentation
Tencent Cloud Developer
Tencent Cloud Developer
Nov 5, 2025 · Fundamentals

What Is Architecture? From 4+1 to C4 and Enterprise EA Explained

This article demystifies the concept of architecture by tracing its origins, explaining the 4+1 and C4 modeling approaches, introducing TOGAF‑4A, and clarifying the role of enterprise architecture in aligning people, processes, technology, and data to manage complexity across large organizations.

C4 ModelTOGAFarchitecture
0 likes · 12 min read
What Is Architecture? From 4+1 to C4 and Enterprise EA Explained
Xiaolei Talks DB
Xiaolei Talks DB
Oct 22, 2025 · Databases

How to Evaluate a Database’s Long‑Term Service Capability

In a landscape crowded with OLTP, OLAP, HTAP, NewSQL and cloud‑native options, this article explains why enterprises must look beyond performance and assess a database’s five‑dimensional long‑term service capability to ensure sustainable growth and low migration risk.

Technology Selectiondatabasesenterprise architecture
0 likes · 9 min read
How to Evaluate a Database’s Long‑Term Service Capability
Programmer DD
Programmer DD
Oct 13, 2025 · Artificial Intelligence

Running ONNX AI Inference Natively in Java Without Python

This article explains how enterprise architects can integrate ONNX‑based machine‑learning inference directly into Java applications, covering tokenizer integration, GPU acceleration, deployment patterns, and lifecycle management to achieve secure, scalable, and observable AI services without relying on Python runtimes.

AI inferenceGPUONNX
0 likes · 16 min read
Running ONNX AI Inference Natively in Java Without Python
Tech Freedom Circle
Tech Freedom Circle
Sep 29, 2025 · R&D Management

Mastering the Five Enterprise Architecture Frameworks: TOGAF, Zachman, OEA, ITSA, and DODAF

This article provides a deep dive into the five major enterprise architecture methodologies—TOGAF, Zachman, OEA, ITSA, and DODAF—explaining their core principles, step‑by‑step implementation processes, a detailed omni‑channel order and marketing platform case study, and a comparative analysis to help architects choose the right framework for their projects.

Architecture FrameworksDODAFITSA
0 likes · 40 min read
Mastering the Five Enterprise Architecture Frameworks: TOGAF, Zachman, OEA, ITSA, and DODAF
IT Architects Alliance
IT Architects Alliance
Sep 27, 2025 · Fundamentals

Master Enterprise Architecture Planning for Digital Transformation Success

This guide outlines a systematic enterprise architecture planning framework—from business capability mapping and digital maturity assessment to asset inventory, debt identification, technology selection, phased implementation, risk mitigation, and continuous governance—helping organizations align technology with business goals and accelerate successful digital transformation.

architecture-debtdigital-transformationenterprise architecture
0 likes · 10 min read
Master Enterprise Architecture Planning for Digital Transformation Success
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Sep 17, 2025 · Fundamentals

What Is Enterprise Application Architecture and How to Design It?

This article explains the definition of application architecture, distinguishes enterprise‑level and system‑level designs, outlines its core components—application services, structure, and interaction—and illustrates layered architectures and service interactions with diagrams, helping readers understand how to translate business architecture into concrete IT solutions.

System Designapplication architectureenterprise architecture
0 likes · 3 min read
What Is Enterprise Application Architecture and How to Design It?
Chen Tian Universe
Chen Tian Universe
Sep 8, 2025 · Operations

Unlocking the Power of Financial Shared Service Centers: A Complete Guide

This article explains the background, concept, suitable enterprises, involved departments, policies, processes, technical architecture, and common challenges of Financial Shared Service Centers (FSSC), offering a step‑by‑step roadmap for organizations seeking cost reduction, efficiency, and stronger financial control.

Financial Shared ServicesOCRRPA
0 likes · 17 min read
Unlocking the Power of Financial Shared Service Centers: A Complete Guide
Big Data Tech Team
Big Data Tech Team
May 15, 2025 · Industry Insights

What a Decade of Data Governance Taught Me: From Chaos to AI‑Driven Automation

Over ten years, the author chronicles the evolution of data governance across finance, government, and manufacturing, highlighting early chaos, tool migrations from Excel to Apache Atlas, AI‑powered quality monitoring, strict compliance across jurisdictions, cross‑department collaboration challenges, and the shift toward autonomous, value‑driven data ecosystems.

AIData Managementcompliance
0 likes · 18 min read
What a Decade of Data Governance Taught Me: From Chaos to AI‑Driven Automation
Tencent Cloud Developer
Tencent Cloud Developer
Mar 28, 2025 · Industry Insights

Is the Mid‑Platform Still Relevant? A Decade‑Long Deep Dive

This article reflects on ten years of the Chinese tech industry's "mid‑platform" concept, explaining its origins, various definitions, practical benefits and pitfalls, criteria for adoption, and why it has become both a strategic asset and a buzzword in digital transformation.

Digital Transformationbusiness platformenterprise architecture
0 likes · 12 min read
Is the Mid‑Platform Still Relevant? A Decade‑Long Deep Dive
Architecture Breakthrough
Architecture Breakthrough
Mar 24, 2025 · R&D Management

Building a Bottom‑Up Cross‑Team Architecture in a Large Commercial Bank

The article shares a corporate‑bank architect’s experience of creating a bottom‑up, cross‑functional organization to overcome siloed responsibilities, detailing the challenges, the three‑step implementation framework, and practical templates for task management and agile enterprise architecture.

Bottom-Up LeadershipCross-Team CollaborationR&D management
0 likes · 7 min read
Building a Bottom‑Up Cross‑Team Architecture in a Large Commercial Bank
DataFunTalk
DataFunTalk
Jan 6, 2025 · Artificial Intelligence

Building and Applying NIO's Enterprise Knowledge Platform: Architecture, Challenges, and Future Directions

This article presents a comprehensive overview of NIO's company‑wide knowledge platform, detailing its background, layered architecture, retrieval‑augmented generation workflow, challenges such as accuracy, permission control and high concurrency, and future plans for AI‑assisted understanding, creation, multimodal capabilities, and expanded knowledge types.

AIRAGenterprise architecture
0 likes · 18 min read
Building and Applying NIO's Enterprise Knowledge Platform: Architecture, Challenges, and Future Directions
Data Thinking Notes
Data Thinking Notes
Dec 29, 2024 · Information Security

A Complete Blueprint for Enterprise Digital Transformation Architecture

This article presents a comprehensive visual guide to enterprise digital transformation, covering overall digital planning, application system architecture, data architecture, information security architecture, and digital organization and governance, illustrating each layer with detailed diagrams to aid strategic implementation.

Data ArchitectureDigital TransformationInformation Security
0 likes · 5 min read
A Complete Blueprint for Enterprise Digital Transformation Architecture
Data Thinking Notes
Data Thinking Notes
Sep 9, 2024 · Fundamentals

Master the 6‑Step Blueprint for Building an Enterprise Data Middle Platform

This guide outlines a practical six‑step methodology—covering overall planning, data integration, model construction, data development, asset management, and data services—to help enterprises build a robust data middle platform that unlocks business value and supports agile digital transformation.

Data GovernanceData IntegrationData Platform
0 likes · 10 min read
Master the 6‑Step Blueprint for Building an Enterprise Data Middle Platform
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Aug 28, 2024 · Information Security

Understanding Single Sign-On (SSO): Principles, Implementation Steps, Challenges, and Applications

This article explains the concept of Single Sign‑On (SSO), outlines its implementation process—including user redirection, token generation, and cross‑system authentication—discusses challenges such as single point of failure, complexity, and cross‑domain issues, and highlights typical use cases in enterprise and e‑commerce environments.

SSOenterprise architecturesecurity
0 likes · 6 min read
Understanding Single Sign-On (SSO): Principles, Implementation Steps, Challenges, and Applications
Data Thinking Notes
Data Thinking Notes
Aug 25, 2024 · Operations

How Digital Transformation Architecture Shapes Modern Enterprises

This article outlines the background, overall framework, and platform construction of enterprise digital transformation, illustrating each component with detailed diagrams that guide organizations in planning and implementing comprehensive digital strategies to achieve competitive advantage.

Digital TransformationIT StrategyOperations
0 likes · 2 min read
How Digital Transformation Architecture Shapes Modern Enterprises
Eric Tech Circle
Eric Tech Circle
Aug 18, 2024 · Industry Insights

How Huawei Tackles Data Silos: Lessons from “Huawei Data Way”

Drawing from the book “Huawei Data Way”, this article explains why Huawei must digitize, describes the resulting data‑island problem, and outlines the four‑part framework of data governance—including data asset catalogs, standards, models, and distribution—while showing how business‑object‑centric information architecture is built and implemented.

Data GovernanceDigital TransformationHuawei
0 likes · 6 min read
How Huawei Tackles Data Silos: Lessons from “Huawei Data Way”
Efficient Ops
Efficient Ops
Jun 24, 2024 · Frontend Development

How ICBC Built an Enterprise‑Level Frontend Component Library to Accelerate Banking Innovation

This article details how Industrial and Commercial Bank of China (ICBC) created a cross‑channel, enterprise‑grade frontend component library and management platform to standardize UI design, boost development efficiency, and enhance user experience across mobile, PC, and smart‑terminal banking applications.

Banking TechnologyComponent LibraryUI/UX
0 likes · 8 min read
How ICBC Built an Enterprise‑Level Frontend Component Library to Accelerate Banking Innovation
DevOps
DevOps
Jun 20, 2024 · Fundamentals

Understanding the 4A Enterprise Architecture: Business, Technology, Application, and Data Architecture

This article explains the TOGAF framework and its 4A architecture model—Business, Technology, Application, and Data Architecture—detailing each domain's definition, purpose, value, and step‑by‑step guidance for creating enterprise architecture diagrams to align strategy, processes, and technology.

Data ArchitectureTOGAFTechnology Architecture
0 likes · 8 min read
Understanding the 4A Enterprise Architecture: Business, Technology, Application, and Data Architecture
JD Tech Talk
JD Tech Talk
Jun 17, 2024 · Cloud Computing

Cost Governance for Enterprise IT in the Cloud Era

This article examines how cloud computing has become central to enterprise IT architecture, explores its cost governance challenges, outlines industry trends, standards like ITIL and COBIT, and presents practical strategies—including FinOps, multi‑cloud platforms, and sustainable practices—to effectively manage and reduce IT costs.

FinOpsIT cost governanceOperations
0 likes · 54 min read
Cost Governance for Enterprise IT in the Cloud Era
JD Cloud Developers
JD Cloud Developers
Jun 17, 2024 · Cloud Computing

How to Master Cloud Computing Cost Governance for Sustainable IT Efficiency

This article explores how cloud computing has become the core of enterprise IT, examines the debate over its cost‑saving potential, outlines the latest cloud trends, details IT cost‑governance frameworks such as ITIL, COBIT and FinOps, and provides practical technical and managerial strategies—including multi‑cloud scheduling, resource over‑commit, workload mixing, bin‑packing, and green data‑center practices—to achieve continuous cost control and value‑driven digital transformation.

Cost OptimizationFinOpsIT cost governance
0 likes · 58 min read
How to Master Cloud Computing Cost Governance for Sustainable IT Efficiency
Eric Tech Circle
Eric Tech Circle
Jun 7, 2024 · Industry Insights

Mastering the 4A Enterprise Architecture: From TOGAF to DDD Integration

This article explains the 4A enterprise architecture model, compares it with TOGAF and Huawei’s “One Body Four Faces” framework, outlines the four architectural layers, and shows how Domain‑Driven Design can be mapped onto each layer with concrete examples and diagrams.

4A ModelDomain-Driven DesignTOGAF
0 likes · 9 min read
Mastering the 4A Enterprise Architecture: From TOGAF to DDD Integration
Data Thinking Notes
Data Thinking Notes
May 21, 2024 · Fundamentals

Master Data Management: Building a Unified, High‑Quality Data Backbone for Enterprises

Enterprises facing fragmented systems like OA, HR, CRM, and ERP must adopt a unified master data management framework that defines standards, governance, organizational structures, and integrated platforms to ensure data consistency, accuracy, and real‑time availability, thereby reducing maintenance costs and supporting digital transformation.

Data GovernanceData QualityDigital Transformation
0 likes · 16 min read
Master Data Management: Building a Unified, High‑Quality Data Backbone for Enterprises
JD Cloud Developers
JD Cloud Developers
May 9, 2024 · Operations

Unlocking IT Architecture Governance: From Theory to JD.com’s Real‑World Success

This article explains the origins and concepts of IT architecture and governance, compares traditional and internet‑era enterprise structures, reviews major standards such as COBIT, ITIL and IT4IT, outlines practical governance methods, and showcases JD.com’s concrete implementation across infrastructure, applications, and organizational processes.

COBITCloud NativeIT Governance
0 likes · 30 min read
Unlocking IT Architecture Governance: From Theory to JD.com’s Real‑World Success
Architects Research Society
Architects Research Society
May 3, 2024 · Operations

Digital Transformation Framework for Asset Management: Business, Technology, and Cultural Perspectives

The article presents a comprehensive Digital Transformation Framework (DTF) for asset‑management firms, detailing how financial, economic, risk, and technical dimensions intertwine, illustrating the composable‑enterprise model, middle‑office evolution, API‑centric automation, and the essential cultural shift required for successful digital change.

APIBusiness strategyDigital Transformation
0 likes · 17 min read
Digital Transformation Framework for Asset Management: Business, Technology, and Cultural Perspectives
Data Thinking Notes
Data Thinking Notes
Apr 9, 2024 · Big Data

What Is a Data Middle Platform and Why It’s Essential for Modern Enterprises

Data middle platforms transform raw enterprise data into reusable assets by integrating collection, storage, processing, governance, and service layers, enabling faster deployment, consistent metrics, improved data quality, and business value across digital transformation, while addressing challenges like siloed data, low efficiency, and inconsistent standards.

Big DataData GovernanceData Integration
0 likes · 23 min read
What Is a Data Middle Platform and Why It’s Essential for Modern Enterprises
Tencent Cloud Developer
Tencent Cloud Developer
Mar 13, 2024 · R&D Management

From Building to Dismantling Middle Platform: Enterprise Software Architecture Evolution

The article traces the rise and recent re‑configuration of the enterprise “middle platform” strategy—originally adopted to reduce redundancy, speed R&D, and improve stability—while highlighting its boundary, flexibility, and governance challenges, and advises firms to adopt or decentralize such platforms according to their growth stage and business complexity.

Platform strategyR&D managementSoftware Architecture
0 likes · 10 min read
From Building to Dismantling Middle Platform: Enterprise Software Architecture Evolution
Architects Research Society
Architects Research Society
Jan 29, 2024 · Fundamentals

Solution Architecture Lifecycle: Phases and Responsibilities

The article outlines the complete solution‑architecture lifecycle, describing each phase—from problem identification and context definition through requirements capture, backlog creation, detailed design, implementation choices, and production delivery—while emphasizing the architect’s role in aligning technical and business goals.

DesignLifecycleenterprise architecture
0 likes · 8 min read
Solution Architecture Lifecycle: Phases and Responsibilities
Architects Research Society
Architects Research Society
Jan 21, 2024 · Fundamentals

Software Architect vs Enterprise Architect: Roles, Responsibilities, and Differences

The article explains the distinct roles of software architects, enterprise architects, solution architects, and technical architects, outlining their responsibilities, focus areas, and how they differ in scope, technical depth, and alignment with business goals within an organization.

Design PatternsSoftware Architectureenterprise architecture
0 likes · 6 min read
Software Architect vs Enterprise Architect: Roles, Responsibilities, and Differences
Data Thinking Notes
Data Thinking Notes
Nov 26, 2023 · Fundamentals

How a Large Enterprise Overcame Master Data Chaos: A Practical Case Study

This article outlines a real‑world enterprise master data project, detailing the definition of master data, the four critical data‑quality challenges faced, the comprehensive solution framework with executive backing, and the six measurable outcomes that improved data governance, efficiency, and decision‑making across the organization.

Data GovernanceData QualityMaster Data
0 likes · 10 min read
How a Large Enterprise Overcame Master Data Chaos: A Practical Case Study
DataFunSummit
DataFunSummit
Oct 24, 2023 · Big Data

DataOps & DataFabric in the Era of Large Models

In this presentation, Guo Wei, CEO of Baijiang Open Source and seasoned big‑data expert, explores how large‑model AI reshapes DataOps and DataFabric, detailing efficiency gains, intelligent deployment, and future enterprise architectures for big‑data and AI integration.

Artificial IntelligenceBig DataDataFabric
0 likes · 3 min read
DataOps & DataFabric in the Era of Large Models
Architects Research Society
Architects Research Society
Oct 23, 2023 · Fundamentals

Applying EA Principles in Enterprise Technology Architecture

The article explains how enterprise architecture (EA) principles and design architecture principles (DAPs) should be defined, prioritized, and linked to business goals to guide technical standards, overcome resistance, and drive effective governance and behavioral change within organizations.

Design Patternsenterprise architecturegovernance
0 likes · 8 min read
Applying EA Principles in Enterprise Technology Architecture
Architects Research Society
Architects Research Society
Oct 21, 2023 · Fundamentals

Information Governance: Roles, Responsibilities, and Key Processes

The article explains information governance as a business‑driven program that ensures data accuracy, completeness, consistency, accessibility, and security, outlines three essential roles, describes the data administrator’s duties, and details the key procedures and their relationship to corporate and IT governance.

Data ManagementData Qualitydata stewardship
0 likes · 11 min read
Information Governance: Roles, Responsibilities, and Key Processes
Architects Research Society
Architects Research Society
Oct 15, 2023 · Fundamentals

Understanding Business Architecture (EBA): Definitions, Dimensions, and Influencing Factors

This article explains business architecture as the bridge between business models and strategy, defines Enterprise Business Architecture (EBA), outlines its four key dimensions—people, finance, process, and organization—and discusses the various factors that influence its design and implementation.

EBAdimensionsenterprise architecture
0 likes · 10 min read
Understanding Business Architecture (EBA): Definitions, Dimensions, and Influencing Factors
Architects Research Society
Architects Research Society
Sep 9, 2023 · Fundamentals

Core Architectural Components for Enterprise Modernization and Digital Transformation

The article presents a comprehensive, step‑by‑step methodology for designing, evaluating, and governing enterprise modernization and digital transformation initiatives, covering vision, strategy, current and future state analysis, requirements, feasibility, trade‑offs, decisions, models, design, specifications, and agile governance.

AIDigital Transformationcloud computing
0 likes · 15 min read
Core Architectural Components for Enterprise Modernization and Digital Transformation
Architects Research Society
Architects Research Society
Aug 31, 2023 · Fundamentals

Linking Strategy and Execution: Using Archimate Motivation Elements for Enterprise Architecture

The article explains how strategy development and execution are interdependent, outlines why executives often prioritize execution, and demonstrates how Archimate 3.1's motivation layer can model strategic intent, capabilities, and feedback loops to bridge strategy with actionable enterprise architecture practices.

enterprise architectureexecutionmotivation model
0 likes · 10 min read
Linking Strategy and Execution: Using Archimate Motivation Elements for Enterprise Architecture
Architects Research Society
Architects Research Society
Aug 14, 2023 · Fundamentals

12 Must‑Do Lessons for Getting Business Capabilities Right

This article outlines twelve essential lessons for successfully defining and implementing business capabilities, covering understanding use cases, stakeholder identification, process differences, continuous communication, strict guidance, reuse of inputs, recognizing concept drawbacks, long‑term expectations, pilot opportunities, expectation management, tool selection, and capability type awareness.

business capabilitycapability modelingenterprise architecture
0 likes · 16 min read
12 Must‑Do Lessons for Getting Business Capabilities Right
DaTaobao Tech
DaTaobao Tech
Aug 7, 2023 · Industry Insights

What Is Enterprise Architecture? A Deep Dive into Business Architecture Concepts

This article explains the core concepts of enterprise architecture, defines both enterprise and architecture, outlines major frameworks such as Zachman, TOGAF, DoDAF and FEA, distinguishes business and IT architecture, and details the components, models, and practical integration of business architecture with value streams, capabilities, information, organization, products, stakeholders, policies, and metrics.

Domain-Driven DesignTOGAFValue Stream
0 likes · 10 min read
What Is Enterprise Architecture? A Deep Dive into Business Architecture Concepts
Big Data Technology Architecture
Big Data Technology Architecture
Jul 8, 2023 · Databases

Industry Leaders Discuss the Integration of Databases, Big Data, and AI in Modern Enterprise Data Platforms

In a round‑table interview, former Alibaba executive Jia Yangqing, Yunqi CTO Guan Tao, and OtterTune co‑founder Zhang Bohan explore how databases, big data, and AI converge, the distinctions between “AI for Data” and “Data for AI,” and what enterprises need in an integrated AI‑enabled data platform.

Data Platformsdatabasesenterprise architecture
0 likes · 23 min read
Industry Leaders Discuss the Integration of Databases, Big Data, and AI in Modern Enterprise Data Platforms
Architects Research Society
Architects Research Society
Jul 4, 2023 · Fundamentals

Design Patterns and Interface Coupling in Enterprise Service Environments

The article explains the concept of software design patterns, their role in managing coupling and interfaces, and provides best‑practice guidelines for enterprise‑level service design, illustrating how MITRE system engineers should select and apply patterns to achieve loosely‑coupled, extensible systems.

Design Patternsenterprise architectureinterface coupling
0 likes · 13 min read
Design Patterns and Interface Coupling in Enterprise Service Environments
21CTO
21CTO
Jun 28, 2023 · Fundamentals

What Is Software Architecture? Definitions, Types, and Design Principles Explained

This comprehensive guide clarifies the concept of software architecture, explores related notions such as systems, subsystems, modules, components, frameworks, and various architectural classifications, and outlines design goals, evolution paths, common pitfalls, and recommended reading for building effective, scalable, and maintainable systems.

Architecture PatternsMicroservicesSoftware Architecture
0 likes · 35 min read
What Is Software Architecture? Definitions, Types, and Design Principles Explained
Architects Research Society
Architects Research Society
Jun 12, 2023 · Fundamentals

Understanding Business Capability Modeling and Its Benefits

The article explains business capability modeling as a universal language for aligning IT with strategy, detailing its definition, benefits for mergers, risk and innovation management, and a four‑step method to create a capability model that drives cost savings, risk reduction, and growth.

IT alignmentbusiness capabilityenterprise architecture
0 likes · 13 min read
Understanding Business Capability Modeling and Its Benefits
DataFunSummit
DataFunSummit
Jun 8, 2023 · Big Data

Methodology and Practice of Onedata Data Warehouse Construction

This article presents a comprehensive methodology for building an Onedata data warehouse, covering the conceptual framework, data modeling processes, the Inmon and Kimball approaches, practical case studies from Baidu, Huawei, and banking, and key takeaways for enterprise data architecture.

Onedatadata modelingdata-warehouse
0 likes · 12 min read
Methodology and Practice of Onedata Data Warehouse Construction
Architects Research Society
Architects Research Society
May 19, 2023 · Fundamentals

What Comes First: Architecture or Process? A Deep Dive into Enterprise Architecture Models

This article explores enterprise architecture as a practice of modeling and managing an organization’s structures, processes, systems, data, and product portfolios, emphasizing the importance of process models, model convergence, governance, and how APQC’s PCF and MosaiQ tools can streamline EA efforts.

MosaiQPCFenterprise architecture
0 likes · 7 min read
What Comes First: Architecture or Process? A Deep Dive into Enterprise Architecture Models
Architects Research Society
Architects Research Society
May 13, 2023 · Fundamentals

Predictions and Guidelines for Enterprise Application Integration

The article forecasts rising enterprise application integration spending, outlines challenges of integrating cloud, mobile, social, and data services, and provides strategic steps—including budgeting, organizational agility, technology selection, and deployment models—to guide successful integration initiatives across on‑premise, cloud, and B2B environments.

Mobileapplication integrationcloud
0 likes · 12 min read
Predictions and Guidelines for Enterprise Application Integration
Architecture Digest
Architecture Digest
May 9, 2023 · Backend Development

Understanding the Role, Architecture, and Selection of API Gateways in Enterprise Systems

This article explains the three main use cases of API gateways—Open API platforms, microservice gateways, and API service management platforms—describes their position in enterprise architecture, outlines practical deployment scenarios, compares competing solutions, and provides criteria for choosing the right gateway for performance, scalability, extensibility, and cloud deployment.

Cloud NativeMicroservicesOpenAPI
0 likes · 11 min read
Understanding the Role, Architecture, and Selection of API Gateways in Enterprise Systems
Architects' Tech Alliance
Architects' Tech Alliance
May 4, 2023 · Industry Insights

Navigating Digital Transformation in State Enterprises with the Xinchuang Architecture

The 2022 Xinchuang whitepaper outlines a comprehensive enterprise‑architecture‑driven roadmap—including framework, development method, technical reference models, implementation and operation practices—to guide central state‑owned enterprises through digital transformation challenges and opportunities.

Digital TransformationState-owned EnterprisesXinchuang
0 likes · 9 min read
Navigating Digital Transformation in State Enterprises with the Xinchuang Architecture
DataFunTalk
DataFunTalk
Apr 25, 2023 · Fundamentals

What Is Enterprise Architecture and Why It Matters

This article explains the concept of enterprise architecture by likening an organization to a massive software system, discusses its importance in digital transformation, outlines its meta‑model and view layers, and highlights why a structured architectural approach is essential for modern enterprises.

Digital TransformationInformation SystemsSoftware Architecture
0 likes · 6 min read
What Is Enterprise Architecture and Why It Matters
DataFunSummit
DataFunSummit
Apr 23, 2023 · Fundamentals

Data Governance Practices and Implementation Path at Dipu Technology

This article presents Dipu Technology's comprehensive data governance methodology, covering construction paths, a typical enterprise digital platform framework, core governance components, practical case studies, and a Q&A session that together illustrate how businesses can design, implement, and sustain effective data governance across the organization.

Data CatalogData GovernanceData Management
0 likes · 19 min read
Data Governance Practices and Implementation Path at Dipu Technology
Code Ape Tech Column
Code Ape Tech Column
Apr 21, 2023 · Fundamentals

Why Business Middle‑Platform Projects Often Fail: Lessons from Alibaba’s Reorganization

The article critiques Alibaba’s recent “1+6+N” reorganization and explains why many digital and business middle‑platform projects fail in enterprises, arguing that true middle‑platform capabilities must stem from existing IT assets and should be treated as a shared service aggregation rather than a standalone product.

AlibabaDigital TransformationSOA
0 likes · 10 min read
Why Business Middle‑Platform Projects Often Fail: Lessons from Alibaba’s Reorganization
Architects Research Society
Architects Research Society
Apr 2, 2023 · Fundamentals

Complete ArchiMate Viewpoints Guide (Part 1): Overview of Views and Basic Viewpoints

This guide introduces ArchiMate views, explains their role in modeling enterprise architecture, outlines the 23 official example viewpoints grouped into basic, motivation, strategy, and implementation & migration categories, and provides detailed descriptions of basic viewpoints such as composition, support, collaboration, and implementation.

ArchiMateModelingViewpoints
0 likes · 6 min read
Complete ArchiMate Viewpoints Guide (Part 1): Overview of Views and Basic Viewpoints
Architects Research Society
Architects Research Society
Apr 1, 2023 · Fundamentals

Enterprise Architecture and Systems Engineering: Component or Relationship Disciplines

The article examines the relationship between enterprise architecture and systems engineering, discussing overlapping frameworks such as TOGAF, DoDAF, UPDM, and model‑based approaches, and argues that while they share terminology and goals, EA focuses on business transformation and IT alignment, whereas SE emphasizes technical system development.

DODAFModel-Based Systems EngineeringSystems Engineering
0 likes · 12 min read
Enterprise Architecture and Systems Engineering: Component or Relationship Disciplines
Architects Research Society
Architects Research Society
Mar 28, 2023 · Fundamentals

Environment and Location Diagram in Enterprise Architecture: UML/BPMN EAP Profile and Archimate Overview

The article explains how environment and location diagrams map applications to physical sites, defines key UML/BPMN EAP elements such as headquarters, site locations, servers, workstations, applications, interactive components, and class relationships, and illustrates these concepts with an Archimate diagram while also providing community links.

Environment DiagramModelingUML
0 likes · 4 min read
Environment and Location Diagram in Enterprise Architecture: UML/BPMN EAP Profile and Archimate Overview
Architects Research Society
Architects Research Society
Mar 26, 2023 · Fundamentals

Data Publication Diagram and UML/BPMN EAP Profile Overview

The article explains the purpose and benefits of data publication diagrams for visualizing relationships among data entities, services, and application components, introduces UML/BPMN EAP profile components with illustrative images, and outlines Archimate modeling elements, highlighting how data is localized within repositories or entity application components.

EAP ProfileUMLdata modeling
0 likes · 4 min read
Data Publication Diagram and UML/BPMN EAP Profile Overview
Architects Research Society
Architects Research Society
Mar 18, 2023 · Fundamentals

Understanding Organization Decomposition Diagrams and Role Mapping in Enterprise Architecture

The article explains how organization decomposition diagrams illustrate the links between participants, roles, and locations, define responsibilities, show information flows, and map goals to stakeholders using UML/BPMN and Archimate models, providing a comprehensive view of enterprise structure and governance.

Organization ModelingRolesUML
0 likes · 10 min read
Understanding Organization Decomposition Diagrams and Role Mapping in Enterprise Architecture
Architects Research Society
Architects Research Society
Mar 4, 2023 · Fundamentals

Business Capability–Based Enterprise Architecture Roadmap

The article explains how business capabilities—derived from strategic plans and modeled as cross‑cutting EA concepts—provide a foundation for building enterprise‑architecture roadmaps, describing capability models, capability increments, dependencies, and their alignment with strategic, business, and IT change initiatives.

Capability IncrementEA Roadmapenterprise architecture
0 likes · 9 min read
Business Capability–Based Enterprise Architecture Roadmap
Architects Research Society
Architects Research Society
Feb 13, 2023 · Fundamentals

SAFe for Lean Enterprises: Overview, Benefits, and Configurations

The article explains how the Scaled Agile Framework (SAFe) supports lean enterprises by integrating agile, lean, and DevOps principles, detailing its business benefits, core competencies, configurable options, and implementation guidance for organizations seeking rapid, sustainable delivery of high‑quality solutions.

Agile FrameworkAgile ScalingDevOps
0 likes · 19 min read
SAFe for Lean Enterprises: Overview, Benefits, and Configurations
DevOps
DevOps
Feb 10, 2023 · R&D Management

The Evolving Role of Enterprise Architects in Digital Transformation

This article examines how enterprise architecture has shifted from a technical oversight function to a strategic, cross‑disciplinary role that supports decision‑making, ensures reusability, accelerates development, and requires new skills and organizational changes to drive successful digital transformation.

CIODigital TransformationReusability
0 likes · 14 min read
The Evolving Role of Enterprise Architects in Digital Transformation
Java Captain
Java Captain
Feb 7, 2023 · Backend Development

A Sarcastic Critique of Overengineered Enterprise Java Architecture

The article humorously deconstructs an overly complex Java enterprise setup, illustrating how excessive use of interfaces, abstract classes, factories, dependency injection, XML configuration, and heavyweight IDE tooling leads to bloated, hard‑to‑maintain code that ultimately fails in production.

Design PatternsFactory Patterndependency-injection
0 likes · 5 min read
A Sarcastic Critique of Overengineered Enterprise Java Architecture
Architects Research Society
Architects Research Society
Feb 6, 2023 · R&D Management

Agile Architecture in SAFe: Principles, Roles, and Practices

This article explains how Agile Architecture within the SAFe framework combines Lean‑Agile principles, intentional and emergent design, and continuous delivery practices to evolve system architecture over time, align it with business value, and support collaborative roles across enterprise, solution, and system architects.

Agile ArchitectureContinuous DeliveryDevOps
0 likes · 14 min read
Agile Architecture in SAFe: Principles, Roles, and Practices
Architects Research Society
Architects Research Society
Jan 26, 2023 · Fundamentals

Understanding Reference Models and Their Representation in ArchiMate

This article explains what reference models are, outlines business, technical, and information reference model types, and provides practical guidance on representing them consistently using ArchiMate concepts within enterprise architecture to facilitate reuse, communication, and impact analysis.

ArchiMateModelingbusiness architecture
0 likes · 8 min read
Understanding Reference Models and Their Representation in ArchiMate
Architects Research Society
Architects Research Society
Jan 20, 2023 · Fundamentals

Enterprise Architecture: Definitions, Scope, Benefits, Tools, and Criticisms

This article provides a comprehensive overview of Enterprise Architecture (EA), covering its definitions, scope, key concepts, benefits, real‑world examples, relationships with other disciplines, major tooling options, and common criticisms, offering readers a solid foundation for understanding EA in modern organizations.

Architecture FrameworkBusiness strategyIT Governance
0 likes · 19 min read
Enterprise Architecture: Definitions, Scope, Benefits, Tools, and Criticisms
StarRing Big Data Open Lab
StarRing Big Data Open Lab
Jan 6, 2023 · Big Data

Designing a Unified Enterprise Data Storage and Compute Platform

This article explains how enterprises can build a unified data storage and compute foundation, covering strategic goals, functional and architectural requirements, and the layered design of business support, storage‑compute, and resource management to enable scalable, secure, and high‑performance data platforms.

ComputeData Platformenterprise architecture
0 likes · 15 min read
Designing a Unified Enterprise Data Storage and Compute Platform
Architects Research Society
Architects Research Society
Jan 1, 2023 · Fundamentals

Mapping Business Capabilities and Functions for Digital Customer Intimacy

The article explains how ArchiSurance visualizes new digital‑customer‑intimacy capabilities, distinguishes business capabilities from functions, and shows how resources and architectural models can be aligned to support data‑driven insurance initiatives within an enterprise‑architecture framework.

Business CapabilitiesData‑Driven InsuranceDigital Transformation
0 likes · 7 min read
Mapping Business Capabilities and Functions for Digital Customer Intimacy
JD Tech
JD Tech
Dec 29, 2022 · Big Data

Financial Enterprise Big Data Platform Construction Plan: Architecture, Design, and Implementation

This document outlines a comprehensive big‑data platform construction plan for a financial enterprise, describing the current data challenges, objectives, three‑layer architecture, recommended commercial Hadoop solution (TDH), detailed model‑design steps, implementation schedule, hardware/software specifications, and key success factors.

Financial ServicesHadoopTDH
0 likes · 15 min read
Financial Enterprise Big Data Platform Construction Plan: Architecture, Design, and Implementation
IT Architects Alliance
IT Architects Alliance
Dec 6, 2022 · Backend Development

A Comprehensive Guide to Service Splitting in Microservice Architecture

This article systematically explores the challenges of microservice service splitting—from technical choices and architectural reliability to business model validation and team collaboration—offering static and dynamic solutions, design principles, and practical guidelines for effective service decomposition.

Software ArchitectureSystem Designbackend design
0 likes · 7 min read
A Comprehensive Guide to Service Splitting in Microservice Architecture
Architecture Breakthrough
Architecture Breakthrough
Nov 22, 2022 · R&D Management

Why R&D Efficiency Stalls and How 5S & DDD Can Fix It

The article analyzes why software development teams often see productivity drop as headcount grows, explains communication‑cost theory, introduces a 5S model covering design, development, testing, management and support stages, and recommends enterprise architecture and domain‑driven design to curb complexity and boost delivery speed.

5S ModelR&D managemententerprise architecture
0 likes · 8 min read
Why R&D Efficiency Stalls and How 5S & DDD Can Fix It
21CTO
21CTO
Nov 10, 2022 · Cloud Native

How Enterprise Architecture Evolves: From Monoliths to Cloud‑Native Platforms

This article explores the evolution of enterprise technical architecture—from single‑instance monoliths through distributed and microservice designs to modern cloud‑native platforms—detailing definitions, classifications, a real‑world case study, and the stability, efficiency, and process challenges faced along the way.

Software Architectureenterprise architecture
0 likes · 26 min read
How Enterprise Architecture Evolves: From Monoliths to Cloud‑Native Platforms
DevOps Cloud Academy
DevOps Cloud Academy
Nov 5, 2022 · Fundamentals

Understanding Data Architecture: Definitions, Problems Solved, Core Components, and Future Trends

This article explains what data architecture is, why it is essential for linking business and technology, outlines its main components such as data models, data flows, value streams and standards, and discusses emerging trends toward service‑oriented, consumption‑focused data architectures.

Data ArchitectureData GovernanceData Management
0 likes · 9 min read
Understanding Data Architecture: Definitions, Problems Solved, Core Components, and Future Trends
Architects Research Society
Architects Research Society
Oct 26, 2022 · Fundamentals

Understanding TOGAF: Enterprise Architecture Framework, Version 10, Benefits, Certification, and Tools

This article explains the TOGAF enterprise architecture framework, its evolution to version 10 with a modular agile‑focused structure, the core and extended guidance it provides, the business benefits and certification paths, salary impact, and a list of certified tools for implementation.

Architecture Development MethodFrameworkIT Governance
0 likes · 9 min read
Understanding TOGAF: Enterprise Architecture Framework, Version 10, Benefits, Certification, and Tools
Architects Research Society
Architects Research Society
Oct 22, 2022 · Information Security

Enterprise Information Security Architecture (EISA): Structure, Content, and Implementation Approaches

Enterprise Information Security Architecture (EISA) provides a structured framework that links business drivers with technical guidance through three perspectives—business, information, and technology—detailing its documentation layers, strategic approaches, and the integration of security into overall enterprise architecture to enable effective, iterative security programs.

Architecture ModelsEISAInformation Security
0 likes · 7 min read
Enterprise Information Security Architecture (EISA): Structure, Content, and Implementation Approaches
Architects Research Society
Architects Research Society
Oct 15, 2022 · Operations

Developing Business Architecture and Operating Model: Steps, Processes, and Core Elements

This article outlines the iterative Enterprise Architecture (EA) process for building business architecture, detailing seven key steps—from definition and scope to migration planning and optimization—followed by an explanation of operating models and the five essential elements needed to create an effective operating model.

Architecture Processbusiness architectureenterprise architecture
0 likes · 9 min read
Developing Business Architecture and Operating Model: Steps, Processes, and Core Elements
DevOps
DevOps
Aug 30, 2022 · Cloud Computing

Architectural Thinking and Multi‑Layered Cloud, SOA, and Application Architecture

The article explains architectural thinking as a blend of system, structured, and programming mindsets, then details cloud three‑layer (IaaS‑PaaS‑SaaS) and SOA component‑service‑process models, their fusion, and how these concepts map to classic three‑tier, domain‑driven, and software technical architectures, ending with a hackathon announcement.

SOAarchitectureenterprise architecture
0 likes · 15 min read
Architectural Thinking and Multi‑Layered Cloud, SOA, and Application Architecture
Wukong Talks Architecture
Wukong Talks Architecture
Aug 17, 2022 · Cloud Native

Enterprise Business Middle Platform Architecture and Implementation at Dongfang Securities

The article presents a comprehensive overview of Dongfang Securities' enterprise business middle platform, detailing its background, definition, construction principles, user journey, overall architecture, domain‑driven design, technical stack, service governance, PaaS, multi‑active deployment, R&D management, data governance, and the practical outcomes achieved through this cloud‑native transformation.

Cloud NativeDDDMicroservices
0 likes · 22 min read
Enterprise Business Middle Platform Architecture and Implementation at Dongfang Securities
Architects Research Society
Architects Research Society
Aug 14, 2022 · Fundamentals

What It Takes to Become a Chief Enterprise Architect

The article explains how enterprise architects drive digital transformation, outlines the dynamic responsibilities and required hard and soft skills for senior roles, and describes the path and strategic functions needed to advance to a chief enterprise architect position.

Chief ArchitectDigital TransformationLeadership
0 likes · 7 min read
What It Takes to Become a Chief Enterprise Architect
Architects Research Society
Architects Research Society
Aug 13, 2022 · Fundamentals

Core Architectural Components for Enterprise Modernization and Digital Transformation

This article outlines a systematic, fourteen‑step approach to enterprise modernization and digital transformation, covering vision, strategy, current and future state analysis, requirements, solution context, feasibility, governance, and detailed design, while emphasizing the role of emerging technologies such as AI, cloud computing, IoT, and big data.

Digital Transformationenterprise architecture
0 likes · 18 min read
Core Architectural Components for Enterprise Modernization and Digital Transformation
Architects Research Society
Architects Research Society
Aug 10, 2022 · Product Management

CIO Challenges in Scaling Digital Transformation: From IT to a Product‑Centric Organization

The article examines how modern CIOs must shift from traditional IT operations to mature product organizations, addressing sudden priority changes, talent shortages, evolving user‑experience expectations, and technology trends that together shape the roadmap for successful enterprise‑scale digital transformation.

CIODigital Transformationenterprise architecture
0 likes · 10 min read
CIO Challenges in Scaling Digital Transformation: From IT to a Product‑Centric Organization
Architects Research Society
Architects Research Society
Aug 2, 2022 · Fundamentals

The Missing Art and Science of Enterprise Architecture: Aligning Business Strategy with Technical Execution

The article explains how Enterprise Architecture (EA), especially when guided by frameworks like TOGAF, bridges business strategy and technical execution through governance, capability and technical roadmaps, and a structured repository, while highlighting common misconceptions and proposing a collaborative, cross‑organizational role for EA to deliver real business value.

Business strategyTOGAFenterprise architecture
0 likes · 11 min read
The Missing Art and Science of Enterprise Architecture: Aligning Business Strategy with Technical Execution
Architects Research Society
Architects Research Society
Jul 30, 2022 · R&D Management

Who Still Cares About Enterprise Architecture? – Part 6 (Conclusion)

In the final installment of the six‑part series, the author reflects on the evolving role of enterprise architecture, noting the shift of responsibilities to varied titles, the emergence of new management frameworks from cloud vendors, and the implications for future digital transformation initiatives.

Architecture FrameworksDigital TransformationIT Governance
0 likes · 7 min read
Who Still Cares About Enterprise Architecture? – Part 6 (Conclusion)
Architects Research Society
Architects Research Society
Jul 25, 2022 · R&D Management

What Makes TOGAF 10 a Valuable Contribution

TOGAF 10 reorganizes and modularizes its content into six core documents and 23 guidebooks, updates key topics like data management, agility, resilience, and the glossary, and aims to address past criticisms by improving readability, relevance, and update frequency for enterprise architects.

FrameworkTOGAFVersion 10
0 likes · 8 min read
What Makes TOGAF 10 a Valuable Contribution