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Supply Chain

292 articles · Page 3 of 3
DataFunSummit
DataFunSummit
Feb 2, 2023 · Artificial Intelligence

Exploring Super Automation in JD Supply Chain: Architecture, Applications, and Future Outlook

This article presents JD's super automation approach for its supply chain, detailing the business background, challenges, AI‑driven forecasting, procurement, intelligent allocation, inventory clearing, integrated decision making, and future directions toward fully automated, optimal end‑to‑end operations.

JD.comOptimizationSupply Chain
0 likes · 17 min read
Exploring Super Automation in JD Supply Chain: Architecture, Applications, and Future Outlook
DataFunTalk
DataFunTalk
Jan 22, 2023 · Artificial Intelligence

Alibaba Digital Supply Chain: From Digitalization to Intelligent Forecasting

This presentation outlines Alibaba's digital supply chain strategy, detailing the data, analysis, and decision challenges, the multi‑layer digitalization and intelligent solutions, the evolution of the Falcon forecasting technology, and the Alibaba DChain Forecast SaaS product, with case studies and a Q&A.

AIAlibabaSupply Chain
0 likes · 22 min read
Alibaba Digital Supply Chain: From Digitalization to Intelligent Forecasting
GuanYuan Data Tech Team
GuanYuan Data Tech Team
Dec 29, 2022 · Artificial Intelligence

How AI Transforms DTC Supply‑Chain Replenishment: From Safety‑Stock Theory to Real‑World Deployment

This article explains how AI‑driven forecasting, joint error‑distribution safety‑stock calculations, and MLOps‑backed simulation are combined to optimize DTC replenishment, improve inventory days and stock‑out rates, and address practical deployment challenges in fast‑growing e‑commerce supply chains.

AIMLOpsSimulation
0 likes · 21 min read
How AI Transforms DTC Supply‑Chain Replenishment: From Safety‑Stock Theory to Real‑World Deployment
Model Perspective
Model Perspective
Dec 25, 2022 · Operations

How Quantum Particle Swarm Optimizes Cold-Chain Logistics Networks

Using a nonlinear mixed-integer programming model and a quantum-behaved particle swarm optimization algorithm, this study designs and solves the cold-chain logistics network for fresh agricultural products, determining optimal locations for pre-cooling stations and distribution centers while minimizing construction and transportation costs.

OptimizationSupply Chaincold chain logistics
0 likes · 14 min read
How Quantum Particle Swarm Optimizes Cold-Chain Logistics Networks
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Dec 19, 2022 · Operations

Inventory Balancing and Warehouse Distribution Strategy

The article explains how to mathematically balance inventory across multiple self‑operated big and cloud warehouses by calculating an ideal split ratio, allocating procurement, and recommending inter‑warehouse transfers—using a rule‑engine‑driven three‑service architecture that accounts for inbound/outbound flows, channel stocking, and cost‑efficiency to improve delivery performance.

BalancingInventorySupply Chain
0 likes · 11 min read
Inventory Balancing and Warehouse Distribution Strategy
DataFunSummit
DataFunSummit
Nov 19, 2022 · Operations

Large-Scale Supply Chain Inventory Optimization Using Recurrent Neural Networks

This article presents a novel approach that leverages recurrent neural network techniques and TensorFlow to dramatically accelerate simulation and optimization of massive supply‑chain networks, enabling efficient inventory positioning and safety‑stock decisions for networks with hundreds of thousands of items.

Recurrent Neural NetworkSimulationSupply Chain
0 likes · 13 min read
Large-Scale Supply Chain Inventory Optimization Using Recurrent Neural Networks
DeWu Technology
DeWu Technology
Nov 4, 2022 · Industry Insights

Inside DeWu’s First Tech Salon: E‑commerce Backend Architecture, AI Customer Service, and Anti‑Spoofing Insights

The article recaps DeWu Technology's inaugural Hangzhou tech salon, highlighting speaker insights on e‑commerce backend service stability, intelligent customer‑service evolution, anti‑spoofing facial‑recognition technology, and a six‑module fulfillment platform architecture, while showcasing the team's rapid growth and future goals.

AI Customer ServiceSupply Chainanti-spoofing
0 likes · 7 min read
Inside DeWu’s First Tech Salon: E‑commerce Backend Architecture, AI Customer Service, and Anti‑Spoofing Insights
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Oct 10, 2022 · Operations

Design and Evolution of Locked Inventory in an E‑commerce System

The article outlines how the Strict Selection e‑commerce platform evolved its locked‑inventory function from a basic tool into a strategic, multi‑layer capability that allocates dedicated stock for marketing, channel, and warehouse scenarios, using sales‑layer and physical‑layer locks and automated strategies to improve flexibility, efficiency, and inventory turnover.

Supply Chaininventory managementlocked inventory
0 likes · 9 min read
Design and Evolution of Locked Inventory in an E‑commerce System
DataFunSummit
DataFunSummit
Sep 17, 2022 · Operations

Decision Intelligence in Manufacturing: In‑Depth Practices and Research Presentations at DataFun Summit 2022

The DataFun Summit 2022 featured a series of expert talks on data‑driven decision intelligence for large‑scale manufacturing networks, covering inventory safety stock optimization, AI‑based production planning, industrial solver applications, and real‑world case studies to help attendees improve supply‑chain efficiency and adopt intelligent manufacturing technologies.

Decision IntelligenceOptimizationSupply Chain
0 likes · 11 min read
Decision Intelligence in Manufacturing: In‑Depth Practices and Research Presentations at DataFun Summit 2022
DataFunSummit
DataFunSummit
Sep 16, 2022 · Operations

Decision Intelligence and Operations Optimization in the Automotive Industry: Practices, Challenges, and Lessons Learned

This article explores how decision‑intelligence and operations‑research techniques are applied across the automotive supply chain, detailing the industry’s structure, optimization methods at strategic, planning and execution levels, implementation difficulties, and practical lessons drawn from real‑world projects.

Decision IntelligenceOptimizationSupply Chain
0 likes · 14 min read
Decision Intelligence and Operations Optimization in the Automotive Industry: Practices, Challenges, and Lessons Learned
GuanYuan Data Tech Team
GuanYuan Data Tech Team
Sep 8, 2022 · Artificial Intelligence

How AI Reinforcement Learning Transforms Smart Replenishment in Retail

This article examines the technical challenges of intelligent replenishment—model stability, complexity, generalization, and interpretability—and explains how a few‑shot imitation learning and inverse reinforcement learning framework can overcome these issues to deliver reliable, low‑cost AI‑driven supply‑chain decisions.

AIModel StabilityReinforcement Learning
0 likes · 22 min read
How AI Reinforcement Learning Transforms Smart Replenishment in Retail
DataFunTalk
DataFunTalk
Aug 24, 2022 · Databases

Building Intelligent Supply Chains with Graph Databases and Knowledge Graphs

This article explains how the data challenges of modern intelligent supply chains can be addressed by using graph databases and knowledge graphs, detailing supply chain background, graph database fundamentals, graph algorithms, and real‑world case studies that illustrate risk assessment and logistics optimization.

Graph AlgorithmsNeo4jSupply Chain
0 likes · 18 min read
Building Intelligent Supply Chains with Graph Databases and Knowledge Graphs
DataFunTalk
DataFunTalk
Aug 16, 2022 · Operations

Decision Intelligence and Operations Optimization in the Automotive Industry: Concepts, Applications, Challenges, and Practical Experience

This article explains how decision‑intelligence and operations‑research techniques are applied across the automotive supply chain, describing the industry structure, optimization methods at strategic, planning and execution levels, implementation difficulties, real‑world case studies, and lessons learned from a decade of data‑analysis practice.

Decision IntelligenceSupply Chainautomotive industry
0 likes · 15 min read
Decision Intelligence and Operations Optimization in the Automotive Industry: Concepts, Applications, Challenges, and Practical Experience
Model Perspective
Model Perspective
Jun 25, 2022 · Operations

Solving the Transshipment Problem with Python PuLP: A Step-by-Step Guide

This article explains the transshipment problem—a special case of transportation with intermediate warehouses—provides its mathematical formulation, defines indices, decision variables, parameters, objective function and constraints, and demonstrates a complete Python implementation using the PuLP library, including sample data and solution output.

Linear ProgrammingPuLPPython
0 likes · 8 min read
Solving the Transshipment Problem with Python PuLP: A Step-by-Step Guide
Cloud Native Technology Community
Cloud Native Technology Community
Jun 13, 2022 · Information Security

2022 Cloud‑Native Threat Report: Key Findings on Kubernetes Attacks, Supply‑Chain Risks, and Log4j Exploits

The 2022 Cloud‑Native Threat Report reveals a rise in Kubernetes‑targeted attacks, persistent supply‑chain threats in container images, and active exploitation of the Log4j zero‑day, underscoring the urgent need for specialized security measures in modern cloud‑native environments.

KubernetesSecuritySupply Chain
0 likes · 4 min read
2022 Cloud‑Native Threat Report: Key Findings on Kubernetes Attacks, Supply‑Chain Risks, and Log4j Exploits
Model Perspective
Model Perspective
May 23, 2022 · Operations

Modeling Reasonable Price Fluctuations During Shanghai’s COVID Lockdown

This article outlines a research framework for identifying price‑driving factors, building mathematical models to define reasonable price ranges for individual goods and regions, and evaluating whether Shanghai’s lockdown‑era commodity prices were excessive, ultimately offering policy recommendations for future emergencies.

COVID lockdownSupply Chaineconomic analysis
0 likes · 3 min read
Modeling Reasonable Price Fluctuations During Shanghai’s COVID Lockdown
DataFunTalk
DataFunTalk
May 11, 2022 · Artificial Intelligence

Graph and AI Accelerate Supply Chain Digital Transformation

This presentation explores how combining graph computing with artificial intelligence can address modern supply chain challenges, improve decision‑making, and enable digital transformation, illustrated by a Jaguar Land Rover case study that demonstrates risk analysis, optimization, and cost reduction.

Supply ChainTigerGraphcase study
0 likes · 12 min read
Graph and AI Accelerate Supply Chain Digital Transformation
IT Services Circle
IT Services Circle
Apr 24, 2022 · Operations

ASML CEO Says Companies Are Harvesting Chips from Washing Machines Amid a Global Semiconductor Shortage

The article examines ASML CEO Peter Wennink's claim that industrial groups are buying washing machines to extract semiconductor components, analyzes the underlying data on ASML's Q1 2022 performance, explores the technical feasibility of recycling washing‑machine chips, and places the discussion within the broader context of the worldwide chip shortage and its impact on supply chains.

ASMLSupply Chainchip shortage
0 likes · 10 min read
ASML CEO Says Companies Are Harvesting Chips from Washing Machines Amid a Global Semiconductor Shortage
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Apr 18, 2022 · Artificial Intelligence

Supply‑Demand Coordination in E‑commerce: Challenges and Algorithmic Solutions

Effective e‑commerce supply‑demand coordination requires accurate SKU‑level forecasting, optimized replenishment under MOQ and lead‑time constraints, and dynamic post‑sale traffic control, using a blend of time‑series, tree‑based and deep learning models together with expert knowledge to minimize inventory costs and avoid stock‑outs.

AIOptimizationSupply Chain
0 likes · 10 min read
Supply‑Demand Coordination in E‑commerce: Challenges and Algorithmic Solutions
DataFunTalk
DataFunTalk
Apr 1, 2022 · Operations

Integrated Digital Supply Chain: JD Logistics' Intelligent Planning, Algorithm Platform, and Digital Twin Practices

This article explores JD Logistics' integrated digital supply chain, detailing its evolution, the construction of an algorithm middle‑platform, engineering platforms, digital twin system, real‑world case studies, and future talent and ecosystem directions, illustrating how AI and big‑data technologies drive end‑to‑end logistics optimization.

Algorithm PlatformDigital TwinSupply Chain
0 likes · 16 min read
Integrated Digital Supply Chain: JD Logistics' Intelligent Planning, Algorithm Platform, and Digital Twin Practices
YunZhu Net Technology Team
YunZhu Net Technology Team
Jan 12, 2022 · Operations

Understanding Supply Chain and Supply Chain Management: Concepts, Models, and Challenges

This article explains the fundamental concepts of supply chains, distinguishes them from logistics, outlines the roles of various participants, describes the flow of products, information, and funds, and discusses major challenges such as the bullwhip effect and the trade‑off between cost, speed, and flexibility.

Bullwhip EffectInformation FlowProduct Flow
0 likes · 17 min read
Understanding Supply Chain and Supply Chain Management: Concepts, Models, and Challenges
Selected Java Interview Questions
Selected Java Interview Questions
Jan 11, 2022 · Backend Development

Decoupling Business Logic with Real‑Time Data Synchronization: Redundant Data and Bifrost Middleware in a Supply‑Chain Microservice Architecture

The article examines a supply‑chain microservice system where initial product‑centric design caused performance and dependency problems, explores data‑redundancy and message‑based sync approaches, and ultimately proposes a decoupled real‑time synchronization solution using the Bifrost open‑source middleware to improve scalability and maintainability.

BifrostSupply Chainbackend architecture
0 likes · 10 min read
Decoupling Business Logic with Real‑Time Data Synchronization: Redundant Data and Bifrost Middleware in a Supply‑Chain Microservice Architecture
HomeTech
HomeTech
Dec 29, 2021 · Information Security

2021 npm Year‑End Review: Major Releases, Supply‑Chain Attacks, and Future Outlook

The article reviews npm’s 2021 milestones—including the official release of npm 7.0 with performance gains and new features—while highlighting a wave of supply‑chain attacks on popular packages, discussing the rise of Corepack, and offering a forward‑looking perspective on the ecosystem’s challenges and opportunities.

CorepackNode.jsSecurity
0 likes · 9 min read
2021 npm Year‑End Review: Major Releases, Supply‑Chain Attacks, and Future Outlook
JD Tech
JD Tech
Dec 24, 2021 · Artificial Intelligence

JD.com Announces 2021 Technology Achievements: AI Breakthroughs, Cloud Innovations, and Industry Applications

In its 2021 technology report, JD.com highlights over 220 published papers, 60 competition awards, 260 breakthroughs—including advances in trustworthy AI, quantum computing, multimodal AI, and supply‑chain automation—while showcasing cloud‑native infrastructure, information‑security innovations, and numerous industry‑focused applications across logistics, retail, and smart cities.

Artificial IntelligenceCloud ComputingSupply Chain
0 likes · 11 min read
JD.com Announces 2021 Technology Achievements: AI Breakthroughs, Cloud Innovations, and Industry Applications
Programmer DD
Programmer DD
Oct 29, 2021 · Backend Development

How Keep Revamped Its E‑Commerce Supply Chain with DDD and EventStore

This article details Keep’s practical application of Domain‑Driven Design to overhaul its e‑commerce supply‑chain system, describing the legacy challenges, the step‑by‑step DDD restructuring—including inventory modeling, bounded contexts, hexagonal architecture, CQRS, event sourcing, and testing—plus the resulting benefits and best‑practice insights.

DDDEvent SourcingJava
0 likes · 9 min read
How Keep Revamped Its E‑Commerce Supply Chain with DDD and EventStore
21CTO
21CTO
Oct 10, 2021 · Operations

2021 Uptime Institute Survey: Data Center Sustainability & Reliability Trends

The 2021 Uptime Institute Global Data Center Survey, based on responses from over 800 operators and owners worldwide, highlights growing sustainability concerns, decreasing outage frequency, persistent challenges in water usage and emissions tracking, the impact of AI, supply‑chain disruptions, and rising rack density trends.

AISupply Chainrack density
0 likes · 9 min read
2021 Uptime Institute Survey: Data Center Sustainability & Reliability Trends
IT Architects Alliance
IT Architects Alliance
Oct 7, 2021 · Backend Development

Applying DDD to Refactor Keep's E‑commerce Supply‑Chain System

This article describes how Keep used Domain‑Driven Design, bounded contexts, hexagonal architecture, CQRS, and an EventStore‑based event‑sourcing solution to rebuild its legacy supply‑chain (inventory) system, improve inventory accuracy, simplify extensions, and establish a reusable DDD practice for future micro‑service development.

DDDEvent SourcingSupply Chain
0 likes · 7 min read
Applying DDD to Refactor Keep's E‑commerce Supply‑Chain System
Architecture Digest
Architecture Digest
Oct 1, 2021 · Backend Development

Refactoring a Legacy Supply‑Chain System with DDD, Hexagonal Architecture, and EventStore

The article details how a legacy e‑commerce supply‑chain system plagued by unclear boundaries, inventory inaccuracies, and tangled dependencies was redesigned using domain‑driven design, hexagonal architecture, CQRS, and an EventStore solution, resulting in accurate inventory, easier extensions, and a reusable event‑driven component.

BackendDDDEvent Sourcing
0 likes · 10 min read
Refactoring a Legacy Supply‑Chain System with DDD, Hexagonal Architecture, and EventStore
OPPO Amber Lab
OPPO Amber Lab
Aug 3, 2021 · Information Security

Uncovering BLE: History, Security Risks, and How to Protect Your IoT Devices

This article traces the evolution of Bluetooth Low Energy (BLE), explains why it dominates modern IoT, and examines three major security threat vectors—protocol flaws, supply‑chain vulnerabilities, and product design weaknesses—while offering concrete mitigation strategies and reference resources.

BLEBluetooth Low EnergyIoT security
0 likes · 13 min read
Uncovering BLE: History, Security Risks, and How to Protect Your IoT Devices
Meituan Technology Team
Meituan Technology Team
Jul 8, 2021 · Backend Development

Meituan Tech Salon: In‑store Platformization Practices

At Meituan’s 63rd Tech Salon, experts detailed how the company is platformizing its in‑store operations—unifying supply‑chain, transaction, settlement and CRM systems across food delivery, hotels, tickets and lifestyle services—to achieve scalable, reusable, user‑friendly solutions, sharing hard‑won lessons and outlining future integration plans.

BackendCRMMeituan
0 likes · 4 min read
Meituan Tech Salon: In‑store Platformization Practices
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jul 1, 2021 · Operations

Inside JD.com’s Order Transfer and Fulfillment Workflow

This article explains JD.com’s comprehensive order transfer, inventory management, fulfillment workflow, and risk‑control mechanisms, illustrating how orders are allocated to warehouses, scheduled for production, and monitored to ensure efficient e‑commerce operations.

E‑commerce OperationsSupply Chaininventory management
0 likes · 10 min read
Inside JD.com’s Order Transfer and Fulfillment Workflow
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 21, 2021 · Fundamentals

Mastering DDD in Supply Chain: Overcoming Complexity with Strategic Design

This article shares practical experiences and insights on applying Domain‑Driven Design to the supply‑chain product domain, explaining software complexity, core DDD concepts, layered architecture, bounded contexts, and implementation challenges, and offering concrete techniques for continuous model evolution.

Domain-Driven DesignSupply Chaincomplexity management
0 likes · 12 min read
Mastering DDD in Supply Chain: Overcoming Complexity with Strategic Design
Youzan Coder
Youzan Coder
Jun 15, 2021 · Operations

Supply Chain Business Model, Architecture, and Complexity Solutions in Retail SaaS

The article outlines Youzan’s SaaS supply‑chain solution for retailers, detailing its end‑to‑end business model, layered architecture, and complexity‑reduction tactics such as domain‑driven design, event‑driven orchestration and strategy‑based abstraction, while explaining how supply‑chain inventory is transformed into sales inventory and noting future plans for a visual workflow engine.

Domain-Driven DesignRetail SaaSSupply Chain
0 likes · 10 min read
Supply Chain Business Model, Architecture, and Complexity Solutions in Retail SaaS
21CTO
21CTO
Apr 4, 2021 · Product Management

Why Huang Zheng Quit Pinduoduo: Business, Investment and Entrepreneurship Lessons

The article explores Huang Zheng's resignation from Pinduoduo, his personal journey from a modest upbringing to leading a tech giant, and distills his insights on product strategy, competition with Taobao, investment philosophy, and broader thoughts on supply‑demand dynamics and wealth transfer.

EntrepreneurshipSupply Chainbusiness strategy
0 likes · 19 min read
Why Huang Zheng Quit Pinduoduo: Business, Investment and Entrepreneurship Lessons
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Mar 29, 2021 · Operations

How Yanxuan Designs a Multi‑Layer Inventory System for Seamless E‑Commerce

This article examines Yanxuan's inventory management challenges and presents a layered design—warehouse, physical, and sales layers—combined with a flexible lock‑stock pool to support multi‑channel, multi‑warehouse operations while addressing promotional and special‑use inventory requirements.

Supply Chaine-commerceinventory management
0 likes · 14 min read
How Yanxuan Designs a Multi‑Layer Inventory System for Seamless E‑Commerce
DataFunSummit
DataFunSummit
Mar 23, 2021 · Product Management

Analysis of Yuanqi Forest's Success: Product, Market, Operations, and Growth Strategies

This article examines how Yuanqi Forest, a four‑year‑old beverage brand, leveraged its founder’s tech background, data‑driven product development, targeted marketing, agile supply‑chain management, and strategic channel choices to achieve rapid growth and challenge traditional industry giants.

Product StrategySupply ChainYuanqi Forest
0 likes · 13 min read
Analysis of Yuanqi Forest's Success: Product, Market, Operations, and Growth Strategies
JD Tech
JD Tech
Mar 5, 2021 · Artificial Intelligence

JD.com’s Vision for AI-Driven Integration of Technology and the Real Economy

The article outlines JD.com’s strategic focus on integrating artificial intelligence, blockchain, cloud‑edge computing and other emerging technologies with the real economy to build a trustworthy, digital‑intelligent supply chain that drives high‑quality development and empowers millions of enterprises.

Artificial IntelligenceJD.comSupply Chain
0 likes · 4 min read
JD.com’s Vision for AI-Driven Integration of Technology and the Real Economy
DataFunSummit
DataFunSummit
Feb 28, 2021 · Product Management

Analysis of Shein's Fast Fashion Business Model and Its Data‑Driven Competitive Advantages

The article examines Shein's rapid‑growth fast‑fashion model, highlighting its data‑driven product planning, ultra‑flexible supply chain, digitalization, and logistics capabilities, and discusses how these strengths create a scalable competitive edge and potential opportunities for domestic and international players.

Data‑DrivenE‑commerceFast Fashion
0 likes · 12 min read
Analysis of Shein's Fast Fashion Business Model and Its Data‑Driven Competitive Advantages
21CTO
21CTO
Feb 16, 2021 · Information Security

How Hackers Exploit Dependency Confusion to Hijack Packages and Earn Bounties

Security researcher Alex Birsan demonstrates how simple dependency‑confusion attacks—registering private package names on public registries like npm, PyPI, and RubyGems—can silently compromise internal build systems of major tech firms, yielding high‑value bug bounties while exposing systemic risks in package management.

Supply Chainbug bountydependency confusion
0 likes · 14 min read
How Hackers Exploit Dependency Confusion to Hijack Packages and Earn Bounties
Architects' Tech Alliance
Architects' Tech Alliance
Jan 12, 2021 · Industry Insights

Why Domestic CPUs Matter: Market Landscape, Supply Chain, and Future Paths

An overview of the CPU’s pivotal role in IT systems leads into a four‑point framework for domestic processors, covering ARM’s market dominance, the semiconductor supply chain, three development pathways—X86 licensing, ARM licensing, and self‑designed architectures—and the security‑driven outlook shaping China’s future CPU landscape.

CPUInstruction SetSupply Chain
0 likes · 3 min read
Why Domestic CPUs Matter: Market Landscape, Supply Chain, and Future Paths
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Dec 30, 2020 · Industry Insights

How to Architect a Scalable Procurement System for Rapid Business Changes

This article analyzes the challenges of evolving a supply‑chain procurement platform amid shifting market dynamics and pandemic disruptions, and presents a four‑step framework—macro definition, blueprint design, system implementation, and continuous evolution—to build a resilient, high‑availability backend architecture.

Supply Chainbackend developmentprocurement
0 likes · 14 min read
How to Architect a Scalable Procurement System for Rapid Business Changes
Suning Technology
Suning Technology
Dec 22, 2020 · Operations

How to Turn Product Supply Chains into a Competitive Edge for O2O Home Delivery

This article analyzes the rapid growth of O2O home‑delivery services, presents Suning Retail Technology Institute’s research on product selection, supply‑chain design, and operational metrics, and offers practical differentiation and localization strategies to make the product supply chain a decisive competitive advantage.

DifferentiationHome DeliveryO2O
0 likes · 13 min read
How to Turn Product Supply Chains into a Competitive Edge for O2O Home Delivery
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Dec 17, 2020 · Operations

Community Group Buying: A Supply‑Chain Efficiency Revolution

The article examines how community group buying transforms fresh‑food e‑commerce by reducing loss rates through pre‑warehouse logistics, pre‑sale ordering, next‑day delivery and self‑pickup, while also discussing the broader implications for supply‑chain innovation and technology adoption.

Supply Chaincommunity buyinge-commerce
0 likes · 8 min read
Community Group Buying: A Supply‑Chain Efficiency Revolution
JD Retail Technology
JD Retail Technology
Nov 25, 2020 · Industry Insights

How JD Retail’s Smart Supply Chain Fuels Growth in Uncertain Times

JD Retail’s CEO outlines how the company’s AI‑driven supply‑chain, JD Retail Cloud, and the new Shangling SaaS platform are transforming traditional retail, cutting inventory turnover to 34 days, boosting brand sales over 300%, and driving a ten‑fold rise in C2M product launches.

AISaaSSupply Chain
0 likes · 8 min read
How JD Retail’s Smart Supply Chain Fuels Growth in Uncertain Times
JD Retail Technology
JD Retail Technology
Nov 18, 2020 · Industry Insights

How JD.com Used AI and Operations Science to Power 11.11 Supply‑Chain Success

JD.com's intelligent supply‑chain team combined AI‑driven forecasting, S&OP planning, real‑time inventory response, smart fulfillment, anti‑arbitrage detection, price governance, and precise C2M delivery to dramatically cut costs, improve inventory turnover, and deliver a seamless 11.11 shopping experience.

Artificial IntelligencePrice OptimizationSupply Chain
0 likes · 18 min read
How JD.com Used AI and Operations Science to Power 11.11 Supply‑Chain Success
JD Cloud Developers
JD Cloud Developers
Nov 16, 2020 · Artificial Intelligence

AI‑Powered Supply Chain, LinkedIn’s Dagli ML Library, and Latest GNN Research

This week’s developer roundup covers JD’s open AI‑driven supply‑chain decision engine, LinkedIn’s Dagli Java machine‑learning library, PayPal’s crypto trading rollout, SpaceX’s Starlink service approval in Canada, AppleWatch’s NightWare nightmare‑interrupt feature, Intel’s new server GPU, and two cutting‑edge GNN research papers on multivariate time‑series forecasting and molecular generation.

AIGraph Neural NetworksSpace Technology
0 likes · 9 min read
AI‑Powered Supply Chain, LinkedIn’s Dagli ML Library, and Latest GNN Research
Dual-Track Product Journal
Dual-Track Product Journal
Nov 3, 2020 · Operations

WMS vs Inventory Management: Key Differences and Benefits

This article explains the relationship between Warehouse Management Systems (WMS) and Inventory Management Systems, clarifies their definitions and distinctions, outlines how company size influences system architecture, and describes the layered inventory model (sales, scheduling, physical layers) along with its operational advantages.

Product ArchitectureSupply ChainWMS
0 likes · 10 min read
WMS vs Inventory Management: Key Differences and Benefits
NetEase Yanxuan Technology Product Team
NetEase Yanxuan Technology Product Team
Oct 28, 2020 · Product Management

Three General Principles for B2B Product Design: A Case Study from NetEase Yanxuan

Drawing from NetEase Yanxuan’s experience, the article outlines three universal B2B design principles: define clear system boundaries and ownership, enforce order through universal interaction rules as scale grows, and prioritize abstract rule‑based capabilities over mere process digitization to create scalable, adaptable solutions.

B2B productsNetEase YanxuanSupply Chain
0 likes · 9 min read
Three General Principles for B2B Product Design: A Case Study from NetEase Yanxuan
IT Architects Alliance
IT Architects Alliance
Sep 13, 2020 · Operations

Understanding Master Production Planning, MRP, and Oracle ERP Core Modules

This article provides a comprehensive overview of master production planning (MPS), material requirements planning (MRP), and the key Oracle ERP modules for suppliers, materials, procurement, inventory, and financial management, explaining their concepts, processes, data structures, and practical implications for enterprise resource planning.

ERPMRPMaster Production Planning
0 likes · 38 min read
Understanding Master Production Planning, MRP, and Oracle ERP Core Modules
Dual-Track Product Journal
Dual-Track Product Journal
Jun 27, 2020 · Operations

How Modern Procurement Management Systems Streamline Supply Chains

This article explains what procurement is, its strategic importance, the components and architecture of a procurement management system, detailed workflow steps, and key functions such as item management, order handling, pricing maintenance, and supplier returns, highlighting how effective procurement reduces costs and boosts competitiveness.

InventorySupply Chainoperations
0 likes · 13 min read
How Modern Procurement Management Systems Streamline Supply Chains
JD Retail Technology
JD Retail Technology
Jun 15, 2020 · Industry Insights

How JD.com’s Smart Supply Chain Powered the 618 Mega‑Sale: Strategies & Algorithms

The article details JD.com’s Y Business Management Department’s data‑driven, algorithmic approaches to inventory forecasting, replenishment, allocation, and fulfillment during the 618 promotion, describing how big‑data predictions, dynamic programming, ADMM column generation, and cross‑department collaboration optimized costs, reduced stockouts, and enhanced customer experience amid pandemic challenges.

Algorithmic ForecastingE‑commerce OperationsPandemic Response
0 likes · 21 min read
How JD.com’s Smart Supply Chain Powered the 618 Mega‑Sale: Strategies & Algorithms
JD Retail Technology
JD Retail Technology
Dec 20, 2019 · Industry Insights

How JD.com’s Automotive Division Engineered Rapid Growth Through Full‑Chain Integration

Despite a 10.3% sales decline in the broader auto market, JD.com’s automotive unit achieved explosive growth by combining ToC and ToB services, building a comprehensive parts database, linking online and offline channels, and breaking information silos with a robust middle‑platform strategy.

Automotive E-commerceFull-chain IntegrationJD.com
0 likes · 8 min read
How JD.com’s Automotive Division Engineered Rapid Growth Through Full‑Chain Integration
Yanxuan Tech Team
Yanxuan Tech Team
Dec 16, 2019 · Artificial Intelligence

AI Powering NetEase Yanxuan: Supply Chain Forecasting, Personalization & Chatbots

This article explores how NetEase Yanxuan applies artificial intelligence across its e‑commerce platform, detailing machine‑learning‑driven supply‑chain sales forecasting, real‑time personalization algorithms, and intelligent customer‑service chatbots built with TensorFlow and advanced deep‑learning techniques.

AISupply Chainchatbot
0 likes · 12 min read
AI Powering NetEase Yanxuan: Supply Chain Forecasting, Personalization & Chatbots
JD Retail Technology
JD Retail Technology
Nov 25, 2019 · Industry Insights

How 5G Is Redefining Retail: JD.com’s Vision for a Seamless, Data‑Driven Future

At the World 5G Conference, JD.com’s Vice President Li Kefeng outlined how 5G’s high bandwidth, low latency, and massive IoT capacity are reshaping retail experiences, infrastructure, and supply‑side operations, driving a borderless, personalized shopping ecosystem powered by cloud, AI, and digital‑twin technologies.

5GDigital TwinIoT
0 likes · 10 min read
How 5G Is Redefining Retail: JD.com’s Vision for a Seamless, Data‑Driven Future
DevOps Cloud Academy
DevOps Cloud Academy
Nov 10, 2019 · Operations

DevOps as a Service: Overcoming Talent Shortage, Organizational Silos, and Security Challenges

The article explains how large organizations, especially U.S. government agencies, can adopt DevOps as a service by addressing cultural resistance, talent shortages, functional silos, authority‑to‑operate hurdles, and securing the toolchain and software supply chain through automation, training, and integrated security practices.

DevOpsSecuritySupply Chain
0 likes · 5 min read
DevOps as a Service: Overcoming Talent Shortage, Organizational Silos, and Security Challenges
JD Retail Technology
JD Retail Technology
Nov 8, 2019 · Operations

Smart Supply Chain Operations for JD.com 11.11 Promotion: Integrated Planning, AI‑Driven Forecasting, and Real‑Time Optimization

JD.com's Smart Supply Chain Y Business Management team collaborated across divisions to implement AI‑driven demand forecasting, automated replenishment, micro‑service architecture, and real‑time monitoring, enabling precise inventory control, cost reduction, and seamless 11.11 promotion fulfillment through integrated planning, pricing, and fulfillment innovations.

AISupply Chaindemand forecasting
0 likes · 21 min read
Smart Supply Chain Operations for JD.com 11.11 Promotion: Integrated Planning, AI‑Driven Forecasting, and Real‑Time Optimization
ITPUB
ITPUB
Nov 6, 2019 · Blockchain

How IRISnet’s Cross‑Chain Architecture Powers Blockchain Interoperability

The article reviews the fundamentals of blockchain cross‑chain technology, compares major approaches, explains IRISnet and Cosmos’s IBC‑based solution, and illustrates practical use cases such as supply‑chain finance and smart healthcare enabled by the iService framework.

CosmosIBCIRISnet
0 likes · 10 min read
How IRISnet’s Cross‑Chain Architecture Powers Blockchain Interoperability
Tencent Cloud Developer
Tencent Cloud Developer
Oct 26, 2019 · Industry Insights

How Blockchain Is Transforming Industries: Insights from Tencent’s 2019 Whitepaper

The 2019 Tencent Blockchain Whitepaper analyzes policy support, market growth, and the integration of blockchain into traditional and financial sectors, highlighting Tencent’s TrustSQL and TBaaS platforms and outlining the emerging ecosystem of infrastructure, applications, and services driving digital transformation.

Financial ServicesPolicySupply Chain
0 likes · 15 min read
How Blockchain Is Transforming Industries: Insights from Tencent’s 2019 Whitepaper
Alibaba Cloud Developer
Alibaba Cloud Developer
May 23, 2019 · Big Data

How Blink Powers Alibaba’s Real‑Time Supply‑Chain Data Warehouse

This article explains how Alibaba's Blink engine tackles the complex challenges of building a real‑time supply‑chain data warehouse—covering retroduction, dimension‑table joins, data skew, timeout statistics, zero‑point optimizations, and future directions—through SQL‑based stream processing and intelligent resource tuning.

Data SkewDimension JoinFlink
0 likes · 14 min read
How Blink Powers Alibaba’s Real‑Time Supply‑Chain Data Warehouse
DataFunTalk
DataFunTalk
Mar 5, 2019 · Operations

Intelligent Replenishment and Inventory Theory for Alibaba Retail Platform

This article explains the need for intelligent replenishment in Alibaba's Retail platform, introduces inventory theory and safety‑stock models, derives mathematical formulations including a linear and integer programming model, discusses practical constraints such as vendor lead time and minimum order quantities, and outlines future forecasting work.

Supply Chaininteger linear programminginventory theory
0 likes · 15 min read
Intelligent Replenishment and Inventory Theory for Alibaba Retail Platform
JD Retail Technology
JD Retail Technology
Nov 29, 2018 · Artificial Intelligence

JD.com's AI-Powered Smart Retail Technology Wins Innovation Award

JD.com's intelligent retail technology, which integrates online and offline retail through digital technology, has won a special award for technological industrialization in intelligent retail innovation, marking the first time an e-commerce company has received this honor.

AIIoTJD.com
0 likes · 11 min read
JD.com's AI-Powered Smart Retail Technology Wins Innovation Award
JD Tech
JD Tech
Nov 29, 2018 · Big Data

JD.com’s Big Data System Upgrade for the 11.11 Shopping Festival: Multi‑Region Scheduler, Intelligent Storage, Containerized Streaming, and Blockchain Traceability

The article details JD.com’s large‑scale big‑data system overhaul before the 11.11 shopping festival, highlighting a multi‑region Hydra Scheduler, intelligent storage policies, full containerization of the streaming platform, enhanced log reporting, and blockchain‑based traceability that together dramatically improve performance, stability, and user experience.

ContainerizationIntelligent StorageSupply Chain
0 likes · 7 min read
JD.com’s Big Data System Upgrade for the 11.11 Shopping Festival: Multi‑Region Scheduler, Intelligent Storage, Containerized Streaming, and Blockchain Traceability
Suning Technology
Suning Technology
Nov 19, 2018 · Artificial Intelligence

How Suning Uses AI and Big Data to Revolutionize Retail

Suning's COO explains the dual challenges of building AI capabilities and reshaping business processes, detailing how massive store data, algorithmic models, and personalized AI-driven product selection have boosted accuracy by up to 20% and paved the way for AI experience stores and an agile C2M supply chain.

AIC2MSupply Chain
0 likes · 4 min read
How Suning Uses AI and Big Data to Revolutionize Retail
JD Tech
JD Tech
Nov 13, 2018 · Operations

JD.com Showcases Big‑Data‑Driven Supply Chain at INFORMS Annual Conference

At the INFORMS annual meeting in Phoenix, JD.com’s chief supply‑chain scientist and a team of data scientists presented a series of talks on big‑data‑driven supply‑chain optimization, demonstrated cutting‑edge logistics technologies, and engaged with global scholars and industry leaders, highlighting JD’s research strength in operations and analytics.

INFORMSJD.comSupply Chain
0 likes · 7 min read
JD.com Showcases Big‑Data‑Driven Supply Chain at INFORMS Annual Conference
Architects Research Society
Architects Research Society
May 7, 2018 · Blockchain

Dubai RTA to Launch Blockchain-Based Vehicle Lifecycle Management System by 2020

Dubai’s Roads and Transport Authority announced plans to introduce a blockchain-powered vehicle lifecycle management platform by 2020, aiming to provide transparent, immutable records from manufacturing to scrappage for all vehicles in Dubai and eventually the UAE, enhancing trust among manufacturers, regulators, insurers, and owners.

DubaiRTASmart Government
0 likes · 4 min read
Dubai RTA to Launch Blockchain-Based Vehicle Lifecycle Management System by 2020
21CTO
21CTO
Mar 13, 2018 · Blockchain

How Blockchain Is Revolutionizing IoT—from Smart Homes to Shipping

This article explores how integrating blockchain with the Internet of Things enhances security, enables decentralized value exchange for devices, and drives innovative applications across industries such as manufacturing, smart homes, logistics, digital payments, and transparent voting systems.

IoTSecuritySupply Chain
0 likes · 5 min read
How Blockchain Is Revolutionizing IoT—from Smart Homes to Shipping
Alibaba Cloud Developer
Alibaba Cloud Developer
Jan 19, 2018 · Operations

How Alibaba’s AI‑Powered Supply Chain Handles Double‑11’s Massive Surge

This article explains how Alibaba’s supply‑chain algorithms and data‑driven operations enable rapid order processing, accurate demand forecasting, dynamic inventory allocation, and efficient warehouse fulfillment during the massive traffic of Double 11, highlighting the challenges faced and the solutions implemented.

AlibabaSupply Chaindemand forecasting
0 likes · 11 min read
How Alibaba’s AI‑Powered Supply Chain Handles Double‑11’s Massive Surge
Java High-Performance Architecture
Java High-Performance Architecture
Sep 16, 2017 · Blockchain

Why Use Blockchain Over Traditional Databases? A Supply Chain Comparison

This article compares traditional database implementations with blockchain‑based solutions in a supply‑chain scenario, explaining how a single distributed ledger eliminates data inconsistencies, human error, fraud, intermediary costs, and vulnerability while improving security, transparency, and standardization.

Supply Chaindecentralizationdistributed ledger
0 likes · 4 min read
Why Use Blockchain Over Traditional Databases? A Supply Chain Comparison
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Sep 12, 2017 · Operations

How Meituan’s Supply Chain System Cuts Costs 90% with Automation

The article examines Meituan’s O2O supply chain system, detailing its complex data structuring, dynamic product modeling, configurable workflows, and extensive automation that together cut order‑processing costs by over 90% and boost efficiency eightfold, illustrating the challenges and solutions of modern operations management.

O2OProduct ModelingSupply Chain
0 likes · 14 min read
How Meituan’s Supply Chain System Cuts Costs 90% with Automation
Architects Research Society
Architects Research Society
May 31, 2017 · Information Security

IoT Security Issues and Obstacles

The article examines why security is essential for the Internet of Things, outlines common vulnerabilities such as default credentials and unencrypted communications, and explains the economic, technical, and lifecycle barriers that hinder timely software updates and comprehensive protection.

Default PasswordsIoTSupply Chain
0 likes · 9 min read
IoT Security Issues and Obstacles
Qunar Tech Salon
Qunar Tech Salon
Sep 27, 2016 · Backend Development

Evolution and Architecture of Qunar's Hotel Supply Chain System

This article chronicles the design, evolution, and architectural decisions of Qunar's hotel supply‑chain system from its 2014 inception, detailing workflow automation, contract digitization, cross‑category integration, and the resulting backend infrastructure that supports hotel product onboarding and sales.

Hotel IndustrySupply ChainWorkflow Automation
0 likes · 9 min read
Evolution and Architecture of Qunar's Hotel Supply Chain System
Meituan Technology Team
Meituan Technology Team
Sep 9, 2016 · Operations

Meituan Dianping Technology Salon

The Meituan Dianping Technology Salon gathered technical experts to discuss logistics architecture, LBS spatial search optimization, and real‑time platform development, highlighting Meituan’s growth from zero to millions of daily orders, high‑concurrency challenges, scalability, DevOps practices, and case studies from both established firms and startups.

O2O platformSupply ChainSystem Optimization
0 likes · 5 min read
Meituan Dianping Technology Salon
Qunar Tech Salon
Qunar Tech Salon
Nov 3, 2015 · Operations

Meituan's Supply Chain System: Architecture, Challenges, and Automation

The article explains Meituan's supply chain (SCP) process, detailing its role in converting merchant agreements into electronic contracts, the complex data structures, flexible sales models, dynamic auditing, and how automation, workflow, and product‑center modeling address these challenges to dramatically reduce costs and improve efficiency.

O2OProduct ModelingSupply Chain
0 likes · 14 min read
Meituan's Supply Chain System: Architecture, Challenges, and Automation
21CTO
21CTO
Aug 27, 2015 · Operations

How Meituan’s O2O Supply Chain Architecture Overcame Scaling Challenges

This article examines Meituan’s O2O supply chain system design, detailing its evolution, the complexities of fine‑grained data, flexible sales models, dynamic attribute management, configurable workflows, and automation initiatives that dramatically cut costs and boost efficiency.

O2OSupply Chainsystem architecture
0 likes · 15 min read
How Meituan’s O2O Supply Chain Architecture Overcame Scaling Challenges
Meituan Technology Team
Meituan Technology Team
Jul 16, 2015 · Industry Insights

How Leading O2O Platforms Engineer Scalable, Low‑Cost Architecture – Insights from Meituan, 58 Daojia & Didi

The article summarizes the Meituan Technology Salon where experts from Meituan, 58 Daojia and Didi shared their O2O architecture strategies, covering supply‑chain system design, order‑dispatch and data analysis, CRM automation, and low‑cost architectural evolution to support rapid business growth and operational efficiency.

O2OSupply Chainarchitecture
0 likes · 8 min read
How Leading O2O Platforms Engineer Scalable, Low‑Cost Architecture – Insights from Meituan, 58 Daojia & Didi
Architect
Architect
Jul 12, 2015 · Backend Development

Evolution and Architecture of Meituan's Supply Chain System

The article describes Meituan's supply chain platform evolution from a manual, low‑volume system to a highly automated, multi‑business supporting architecture, detailing its stages, modular product center design, and the platform‑plus‑differentiation approach that enables rapid scaling across various services.

MeituanSupply Chainbackend development
0 likes · 11 min read
Evolution and Architecture of Meituan's Supply Chain System