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Implementation

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Old Zhao – Management Systems Only
Old Zhao – Management Systems Only
May 19, 2025 · Operations

Why 90% of ERP Projects Fail in China—and How to Make Yours Succeed

This article examines why most ERP projects in Chinese companies fail, explores the core benefits of ERP, identifies common pitfalls such as over‑complexity, resistance, and high costs, and offers practical steps—including need assessment, right‑sized selection, process clarification, phased rollout, and strong leadership—to ensure successful implementation.

Digital TransformationERPImplementation
0 likes · 11 min read
Why 90% of ERP Projects Fail in China—and How to Make Yours Succeed
Model Perspective
Model Perspective
Feb 6, 2025 · R&D Management

Mastering Project Implementation: Overcoming Real‑World Challenges with the OODA Loop

This article explores the final stage of the thinking‑chain—implementation—detailing the dynamic obstacles teams face, three core challenges, practical principles for acceptance, flexibility, and goal maximization, and how the OODA loop can guide rapid, adaptive decision‑making in complex projects.

ImplementationOODA loopdecision making
0 likes · 9 min read
Mastering Project Implementation: Overcoming Real‑World Challenges with the OODA Loop
Python Programming Learning Circle
Python Programming Learning Circle
Nov 30, 2024 · Artificial Intelligence

Numpy‑ML: A Comprehensive Pure‑NumPy Implementation of Machine Learning Algorithms

The Numpy‑ML project by David Bourgin provides a 30,000‑line pure‑NumPy library that implements a wide range of classic machine‑learning algorithms, data‑preprocessing tools, and neural‑network components, offering an educational resource for deepening algorithmic understanding rather than replacing mature frameworks.

AIAlgorithmsImplementation
0 likes · 4 min read
Numpy‑ML: A Comprehensive Pure‑NumPy Implementation of Machine Learning Algorithms
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Oct 7, 2024 · Frontend Development

Understanding Axios' Two Invocation Methods and Its Underlying Implementation

This article explains the two ways to call Axios—using a configuration object or shortcut methods—then walks through building a minimal Axios clone, detailing its constructor, prototype methods, and the clever instance creation that lets the library behave both as a function and an object.

AxiosHTTPImplementation
0 likes · 7 min read
Understanding Axios' Two Invocation Methods and Its Underlying Implementation
IT Services Circle
IT Services Circle
May 31, 2024 · Frontend Development

Understanding Virtual DOM and Popular Implementations

This article explains the concept of the Virtual DOM, its performance benefits in front‑end development, and presents several open‑source implementations such as Million.js, Snabbdom, virtual‑dom, blockdom, Maquette, and additional lightweight libraries, each with brief descriptions and GitHub links.

ImplementationJavaScriptVirtual DOM
0 likes · 6 min read
Understanding Virtual DOM and Popular Implementations
Architect
Architect
Oct 23, 2022 · R&D Management

Guidelines for Product Architecture Design and Strategy

The article offers practical guidance for software architects on building adaptable product strategies, emphasizing the need for implementation‑focused design, realistic resource planning, customer‑oriented goals, iterative hypothesis testing, and cross‑functional team collaboration to ensure sustainable architecture execution.

ImplementationR&D managementarchitecture
0 likes · 11 min read
Guidelines for Product Architecture Design and Strategy
DaTaobao Tech
DaTaobao Tech
Sep 29, 2022 · Frontend Development

Understanding the Implementation of CSS-in-JS with Styled-Components

The article explains CSS‑in‑JS fundamentals, examines styled‑components’ source code—including its styled function, createStyledComponent factory, and runtime style injection—compares it with emotion, demonstrates a simple SolidJS MVP implementation, and discusses the technique’s rise, limitations, and possible compile‑time or atomic‑CSS future.

CSS-in-JSImplementationReact
0 likes · 11 min read
Understanding the Implementation of CSS-in-JS with Styled-Components
Top Architect
Top Architect
Apr 23, 2022 · Backend Development

Common Implementation Schemes for Delayed Messages in Distributed Systems

This article examines various approaches to implementing delayed (scheduled) messages in distributed message queue systems, comparing external storage, RocksDB, Redis, and open‑source MQ solutions, and discusses their advantages, drawbacks, and practical considerations.

Delayed MessagesImplementationMessage Queue
0 likes · 13 min read
Common Implementation Schemes for Delayed Messages in Distributed Systems
DevOps
DevOps
Dec 22, 2021 · Operations

Digital Transformation Roadmap: Methods, Steps, and the Nine Key Phases

The article explains why digital transformation is essential for enterprises, defines a digital transformation roadmap, clarifies that a roadmap is not merely a map but a strategic plan, and outlines nine detailed phases—from vision alignment and maturity assessment to implementation, team building, technology capability, feedback loops, and cultural integration—to guide organizations through a successful, iterative transformation journey.

Digital TransformationImplementationMaturity Assessment
0 likes · 11 min read
Digital Transformation Roadmap: Methods, Steps, and the Nine Key Phases
Refining Core Development Skills
Refining Core Development Skills
Dec 14, 2021 · Fundamentals

Why Practice and Implementation Matter in Learning Computer Networks

The article argues that both hands‑on practice and deep understanding of network implementations are essential for computer‑science students and engineers, illustrating the gap with theory‑only learning, presenting the pyramid learning model, recommending Linux tools, coding exercises, and detailed studies of TCP, epoll, and I/O performance.

ImplementationLinuxPractice
0 likes · 13 min read
Why Practice and Implementation Matter in Learning Computer Networks
Top Architect
Top Architect
Nov 24, 2021 · Databases

Six Stages of the Database Design Process

The article, presented by a senior architect, outlines the standardized six-stage process of database design—system requirements analysis, conceptual design, logical design, physical design, implementation, and operation & maintenance—accompanied by illustrative diagrams for each phase.

Conceptual ModelDatabase DesignImplementation
0 likes · 4 min read
Six Stages of the Database Design Process
Architecture Digest
Architecture Digest
Jun 23, 2021 · Fundamentals

Business Architecture: Concepts and Practical Challenges

The article introduces the concept of business architecture, explaining how abstract architectural design must be grounded in concrete business needs, and discusses the difficulty of bridging design patterns with real‑world value creation, illustrated through a series of explanatory diagrams.

Implementationabstractionbusiness architecture
0 likes · 2 min read
Business Architecture: Concepts and Practical Challenges
Sohu Tech Products
Sohu Tech Products
Jun 16, 2021 · Frontend Development

Implementing Promises in JavaScript: Specification, Code Walkthrough, and Interview Guide

This article explains the evolution of JavaScript asynchronous programming, details the Promise/A+ specification, provides step‑by‑step custom Promise implementations with full code examples, covers additional Promise methods, and offers interview questions and best‑practice tips for frontend developers.

ImplementationInterviewJavaScript
0 likes · 18 min read
Implementing Promises in JavaScript: Specification, Code Walkthrough, and Interview Guide
Architects' Tech Alliance
Architects' Tech Alliance
Jun 15, 2021 · Operations

Understanding ERP Systems: Common Pitfalls and Effective Implementation Strategies

This article provides a comprehensive overview of ERP systems, tracing their evolution, clarifying misconceptions, outlining common selection errors, and presenting practical guidance on project leadership, team composition, success criteria, and solutions to typical implementation challenges.

ERPEnterprise Resource PlanningImplementation
0 likes · 19 min read
Understanding ERP Systems: Common Pitfalls and Effective Implementation Strategies
Selected Java Interview Questions
Selected Java Interview Questions
Jun 2, 2021 · Fundamentals

Understanding Dart’s HashMap and LinkedHashMap: Implementation Details and Interview Questions

This article explains the internal implementation of Dart's HashMap and LinkedHashMap, compares them with Java's versions, provides common interview questions, and demonstrates creation, lookup, insertion, deletion, resizing, and iteration with code examples to help developers prepare for technical interviews.

DartData StructuresHashMap
0 likes · 22 min read
Understanding Dart’s HashMap and LinkedHashMap: Implementation Details and Interview Questions
37 Mobile Game Tech Team
37 Mobile Game Tech Team
Dec 1, 2020 · Fundamentals

Mastering JavaScript Promises: From Scratch to Full A+ Implementation

This article walks you through building a fully functional Promise library in JavaScript, starting with a basic implementation, then adding asynchronous handling, chaining, state management, error handling, and finally aligning with the Promise/A+ specification, complete with code examples and testing guidance.

A+ SpecificationImplementationJavaScript
0 likes · 15 min read
Mastering JavaScript Promises: From Scratch to Full A+ Implementation
New Oriental Technology
New Oriental Technology
Nov 30, 2020 · Backend Development

Five Implementation Approaches for Delayed Messages in Message Queues

This article explains the concept and common use cases of delayed messages and compares five practical implementation methods—using Redis sorted sets, RabbitMQ delayed‑message exchange plugin, ActiveMQ scheduled messages, RocketMQ fixed delay levels, and a custom RocketMQ solution—detailing their workflows, advantages, and drawbacks.

ActiveMQDelayed MessagesImplementation
0 likes · 19 min read
Five Implementation Approaches for Delayed Messages in Message Queues
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Nov 27, 2020 · Databases

Understanding Redis Internal Data Structures: SDS, List, Set, Zset, and Hash Implementations

This article explains the design and implementation details of Redis's Simple Dynamic String (SDS) and the underlying structures of its core collections—List, Set, Sorted Set (Zset), and Hash—covering their memory layouts, advantages, and the conditions that trigger different internal representations.

Data StructuresImplementationRedis
0 likes · 10 min read
Understanding Redis Internal Data Structures: SDS, List, Set, Zset, and Hash Implementations
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Oct 22, 2020 · Frontend Development

Implementation of Micro-Frontends with Qiankun in Live Streaming Platform

The LOOK live‑streaming admin console, a 250‑page monolith built on Regularjs, was refactored into independent React micro‑frontends using the qiankun framework, allowing separate deployment of sub‑apps while preserving the original URL, and introducing shared dependency management across the legacy and new stacks.

ImplementationLive Streamingfrontend-development
0 likes · 20 min read
Implementation of Micro-Frontends with Qiankun in Live Streaming Platform