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e-commerce

822 articles · Page 5 of 9
DataFunSummit
DataFunSummit
Dec 7, 2021 · Artificial Intelligence

NLG Solutions for E‑commerce: DAMO Academy’s XGeneration, Word2Text, KG2Text, and Metaphor Generation

This talk presents DAMO Academy’s end‑to‑end NLG pipeline for e‑commerce, covering the XGeneration content‑reproduction system, controllable short‑text generation models (PKM, PSCN), KG‑to‑text conversion, metaphor generation, and new‑media extensions such as short‑video script creation and intelligent video editing, together with experimental results and practical applications.

AIDAMO AcademyMetaphor Generation
0 likes · 11 min read
NLG Solutions for E‑commerce: DAMO Academy’s XGeneration, Word2Text, KG2Text, and Metaphor Generation
HelloTech
HelloTech
Nov 30, 2021 · Backend Development

Applying Domain-Driven Design and Microservice Architecture in E-commerce Business

The talk demonstrates how to apply Domain‑Driven Design and microservice architecture to an e‑commerce voucher platform by defining problem spaces and bounded contexts, prioritizing boundaries over aggregates, using layered‑on‑demand infrastructure, and following SOLID principles to achieve clear, maintainable services.

DDDDomain-Driven DesignMicroservices
0 likes · 12 min read
Applying Domain-Driven Design and Microservice Architecture in E-commerce Business
DataFunTalk
DataFunTalk
Nov 29, 2021 · Artificial Intelligence

Text Mining for User Research: Architecture, Labeling, and Application Cases at JD.com

The presentation explains how JD.com leverages large‑scale text mining and NLP techniques—including data cleaning, multi‑level labeling, sentiment classification with models such as TextCNN, RoBERTa, and USE—to transform unstructured customer feedback into actionable product insights across various e‑commerce scenarios.

AINLPSentiment Analysis
0 likes · 18 min read
Text Mining for User Research: Architecture, Labeling, and Application Cases at JD.com
Architect
Architect
Nov 22, 2021 · Backend Development

Design and Evolution of Vivo Mall Product System: Architecture, Challenges, and Solutions

This article details the evolution of Vivo's e‑commerce product system from a monolithic design to a modular, high‑performance backend, describing architectural changes, challenges such as stability, scalability, and data consistency, and the technical solutions implemented to address them.

Distributed TransactionsMicroservicesSystem Architecture
0 likes · 10 min read
Design and Evolution of Vivo Mall Product System: Architecture, Challenges, and Solutions
Meituan Technology Team
Meituan Technology Team
Nov 18, 2021 · Artificial Intelligence

Multi‑Business Product Ranking in Meituan Search: Challenges, Modeling Approaches, and Practical Results

Meituan Search tackles the difficulty of ranking items from diverse business lines by introducing a five‑tower mixed architecture, group‑lasso and feature‑gate selection, a probabilistic graph model, and a joint block‑order/size predictor, achieving notable offline NDCG gains and online CTR and purchase‑rate improvements.

deep learninge-commercefeature selection
0 likes · 19 min read
Multi‑Business Product Ranking in Meituan Search: Challenges, Modeling Approaches, and Practical Results
JD Retail Technology
JD Retail Technology
Nov 17, 2021 · Frontend Development

Designing an E‑commerce SaaS Shop Decoration System: Architecture, Template Protocol, and Designer Components

This article explains how to build an e‑commerce SaaS shop‑decoration system from scratch, covering overall design, template‑protocol structure, the three core designer tools—component selector, renderer, and property editor—and considerations for cross‑platform, dynamic components, user experience, ecosystem, and productization.

Component Architecturee-commerceshop decoration
0 likes · 19 min read
Designing an E‑commerce SaaS Shop Decoration System: Architecture, Template Protocol, and Designer Components
58UXD
58UXD
Nov 15, 2021 · Operations

How Strategic Visual Design Boosts E‑commerce Campaign Performance

This article examines how thoughtfully crafted main visuals influence user engagement and sales in e‑commerce campaigns, presenting four case studies from the “Super Welfare Day” series that illustrate design background, strategy, visual style, implementation, and measurable results such as an 85.2% GMV lift.

Design thinkingOperationscampaign strategy
0 likes · 8 min read
How Strategic Visual Design Boosts E‑commerce Campaign Performance
DeWu Technology
DeWu Technology
Nov 6, 2021 · Backend Development

Master-Sub Order Model Design for an E-commerce Platform

The article explains the master‑sub order model used in e‑commerce, defines master orders as collections of sub‑orders and sub‑orders as single‑SKU transactions, evaluates design options for goods, services, and fees, reviews the current “得物” single‑SKU system, and proposes a scalable multi‑sub‑order, multi‑master‑order architecture to support combined payments, multi‑warehouse fulfillment, and complex purchase scenarios.

System Architecturebackend designe-commerce
0 likes · 6 min read
Master-Sub Order Model Design for an E-commerce Platform
DataFunTalk
DataFunTalk
Nov 2, 2021 · Artificial Intelligence

Personalized Recommendation and Advertising Algorithms for E‑commerce: Business Overview, Recall and Ranking Optimization, Multi‑Task Modeling, and Future Directions

This article presents a comprehensive technical overview of JD.com’s e‑commerce recommendation and advertising systems, covering business scenarios, recall optimizations (profile and similarity‑based), multi‑task ranking improvements, sample weighting, multi‑model ensembles, PID‑based CPC control, conversion‑delay modeling, and the achieved performance gains and future research plans.

CTR optimizatione-commercemachine learning
0 likes · 18 min read
Personalized Recommendation and Advertising Algorithms for E‑commerce: Business Overview, Recall and Ranking Optimization, Multi‑Task Modeling, and Future Directions
Programmer DD
Programmer DD
Oct 17, 2021 · Backend Development

Build a Mini Tmall E‑Commerce Site with Spring Boot – Quick Tutorial

This article introduces a lightweight Spring Boot‑based mini Tmall e‑commerce project, detailing its core features—from user registration and product browsing to cart, order processing, and admin management—along with the technology stack, UI screenshots, and a four‑step deployment guide for developers.

MySQLSpring Boote-commerce
0 likes · 4 min read
Build a Mini Tmall E‑Commerce Site with Spring Boot – Quick Tutorial
DataFunSummit
DataFunSummit
Oct 10, 2021 · Artificial Intelligence

Advances in Knowledge Graph Construction and Applications at Alibaba's AliMe

This article presents Alibaba's AliMe team’s year‑long progress on knowledge graphs, covering the basics of knowledge graphs, domain‑specific and multi‑modal graph construction techniques, practical e‑commerce applications such as dialogue‑driven recommendation, virtual‑anchor script generation, and key takeaways for future research.

Artificial IntelligenceMulti-modale-commerce
0 likes · 24 min read
Advances in Knowledge Graph Construction and Applications at Alibaba's AliMe
DataFunTalk
DataFunTalk
Sep 30, 2021 · Artificial Intelligence

Advances in Knowledge Graph Construction and Applications by Alibaba's AliMe Team

This article presents Alibaba's AliMe team's year‑long progress on knowledge graph research, covering the fundamentals of knowledge graphs, domain and multimodal graph construction techniques, practical e‑commerce applications such as dialogue‑driven recommendation, virtual‑anchor script generation, and insights on future directions.

AIMultimodaldialogue system
0 likes · 23 min read
Advances in Knowledge Graph Construction and Applications by Alibaba's AliMe Team
Java Backend Technology
Java Backend Technology
Sep 25, 2021 · Backend Development

Top Open‑Source E‑Commerce Projects for Full‑Stack Developers

This article curates a collection of popular open‑source e‑commerce projects on GitHub and Gitee, covering front‑end, back‑end, micro‑service, mobile, and cloud‑native architectures, with detailed technology stacks, core features, and direct repository links for developers to explore and adopt.

Spring Boote-commerceopen-source
0 likes · 10 min read
Top Open‑Source E‑Commerce Projects for Full‑Stack Developers
vivo Internet Technology
vivo Internet Technology
Sep 22, 2021 · Backend Development

Pricing Capability Matrix and Monitoring for Vivo Online Mall

The Vivo online mall introduces a multi‑dimensional pricing capability matrix and floor‑price monitoring system that flags or blocks orders when combined promotions push SKU prices below predefined thresholds, providing pre‑event configuration checks, real‑time alerts during sales, and post‑event analysis to prevent loss and price‑hunting incidents.

Backendalert systeme-commerce
0 likes · 11 min read
Pricing Capability Matrix and Monitoring for Vivo Online Mall
DataFunTalk
DataFunTalk
Sep 4, 2021 · Artificial Intelligence

Real‑time Positive/Negative Feedback Sequence Modeling and Multi‑objective Optimization for Taobao Live Ranking

This article presents a practical study on modeling real‑time positive and negative feedback sequences and applying multi‑objective optimization in the re‑ranking stage of Taobao Live, detailing system architecture, feature engineering, loss design, experimental results, and future research directions.

Taobao Livee-commercefeedback modeling
0 likes · 12 min read
Real‑time Positive/Negative Feedback Sequence Modeling and Multi‑objective Optimization for Taobao Live Ranking
政采云技术
政采云技术
Aug 31, 2021 · Frontend Development

Minimal Inventory in E‑commerce: SKU and Algorithm Implementation

This article explains the theory and practice of handling SKU (Stock Keeping Unit) in e‑commerce platforms, covering product creation, cart selection, Cartesian‑product based SKU generation, adjacency‑matrix and set‑theory approaches, and provides complete JavaScript implementations for front‑end developers.

JavaScriptcartesian producte-commerce
0 likes · 18 min read
Minimal Inventory in E‑commerce: SKU and Algorithm Implementation
Xianyu Technology
Xianyu Technology
Aug 31, 2021 · Big Data

Xianyu SPU System Architecture and Data Pipeline Overview

Xianyu built a custom SPU system and data pipeline that cleans Alibaba’s raw SPU data, defines key, binding, sales and product attributes, stores enriched records in MySQL, syncs to OpenSearch, and supports diverse business scenarios such as inspection, search publishing, and worry‑free purchase.

Data PipelineOpenSearchProduct Modeling
0 likes · 8 min read
Xianyu SPU System Architecture and Data Pipeline Overview
vivo Internet Technology
vivo Internet Technology
Aug 25, 2021 · Backend Development

Design and Implementation of a Time‑Travel Module for E‑commerce Promotion Validation

The team built a whitelist‑based time‑travel module that overrides the system clock for selected operators, letting them preview future promotional prices in Vivo’s e‑commerce flow without creating real orders, by propagating an openId context through Dubbo filters and replacing System.currentTimeMillis() with a custom TimeTravelUtil.

BackendTime Travele-commerce
0 likes · 12 min read
Design and Implementation of a Time‑Travel Module for E‑commerce Promotion Validation
Yanxuan Tech Team
Yanxuan Tech Team
Aug 20, 2021 · Backend Development

How We Built a Scalable Pricing Engine for E‑commerce Promotions

This article explains the design and implementation of a modular, configurable pricing engine that handles real‑time and simulated price calculations for complex e‑commerce promotions, addressing rule fragmentation, extensibility, priority conflicts, and transaction‑level precision while ensuring high performance and reliability.

MicroservicesPricing Enginebackend architecture
0 likes · 10 min read
How We Built a Scalable Pricing Engine for E‑commerce Promotions
Java Architect Essentials
Java Architect Essentials
Aug 19, 2021 · Mobile Development

WeChat Mini Program Mall (Java Version) – Open‑Source Project Overview and Installation Guide

This article introduces the open‑source WeChat mini‑program mall (Java version), detailing its technical stack, development plan, project structure, core features such as member and order management, SMS service integration, and step‑by‑step installation and deployment instructions for both backend and frontend components.

InstallationSpringBootUniApp
0 likes · 7 min read
WeChat Mini Program Mall (Java Version) – Open‑Source Project Overview and Installation Guide
JD Retail Technology
JD Retail Technology
Aug 19, 2021 · Frontend Development

Client‑Side Rendering Logic for Custom Layouts in the Dolphin System

This article explains how the Dolphin system implements floor‑based custom layouts on the client side, detailing data request handling, recursive layout initialization, content updating, error‑retry mechanisms, and future enhancements for the e‑commerce channel page.

Custom Layoutclient renderingdata-driven UI
0 likes · 10 min read
Client‑Side Rendering Logic for Custom Layouts in the Dolphin System
vivo Internet Technology
vivo Internet Technology
Aug 18, 2021 · Backend Development

Design and Implementation of Vivo Mall Promotion Pricing Engine

The article details Vivo Mall’s new promotion pricing engine, which replaces duplicated site‑level logic with a layered model (product, shop, platform) that supports configurable stacking, processes discounts through three calculation stages, and uses a meta‑driven rule engine to flexibly interpret JSON promotion templates, ensuring extensible, stable pricing functionality.

Backend DevelopmentPricing EngineRule Engine
0 likes · 12 min read
Design and Implementation of Vivo Mall Promotion Pricing Engine
DataFunTalk
DataFunTalk
Aug 17, 2021 · Artificial Intelligence

Intelligent Data Assistant for Alibaba Live Streaming: Features, Architecture, and Business Impact

The article describes Alibaba's intelligent data assistant for live streaming, detailing streamer needs, the product's real‑time and post‑live reporting features, AI‑driven insights, the underlying big‑data architecture, and a rigorous experiment that demonstrates significant sales uplift and efficiency gains.

AIData Analyticse-commerce
0 likes · 18 min read
Intelligent Data Assistant for Alibaba Live Streaming: Features, Architecture, and Business Impact
Youzan Coder
Youzan Coder
Aug 16, 2021 · Industry Insights

How Youzan’s CPS System Powers Multi‑Platform E‑Commerce: Architecture, Attribution, and Billing Explained

This article provides a comprehensive technical overview of Youzan's Cost‑Per‑Sale (CPS) system, detailing its basic concepts, business models, implementation architecture, attribution mechanisms, billing rules, profit‑sharing process, testing challenges, and future expansion across multiple e‑commerce platforms.

AttributionCPSCost Per Sale
0 likes · 21 min read
How Youzan’s CPS System Powers Multi‑Platform E‑Commerce: Architecture, Attribution, and Billing Explained
Xianyu Technology
Xianyu Technology
Aug 10, 2021 · Product Management

Design of Full-Traffic AB Experiments for Seller Growth on Xianyu

The article describes a full‑traffic A/B testing framework for Xianyu that hashes seller IDs to create exclusive experiment and control groups, ensuring each seller sees only one strategy, and demonstrates that a chat‑incentive for new or churned sellers boosted chat exposure by 22 % and modestly improved overall buyer‑seller metrics without harming transaction efficiency.

AB TestingData Analysise-commerce
0 likes · 9 min read
Design of Full-Traffic AB Experiments for Seller Growth on Xianyu
DataFunTalk
DataFunTalk
Aug 4, 2021 · Artificial Intelligence

Deep Learning Practices for Personalized Recommendation in a Cultural Artifact Auction Platform

This article presents a comprehensive case study of applying deep learning techniques—including item and user embedding, cross‑domain keyword intent modeling, and multi‑interest representation—to improve the recall stage of personalized recommendation for a cultural‑artifact auction platform, addressing unique data sparsity and diversity challenges.

Personalized Recommendationcross-domain learningdeep learning
0 likes · 16 min read
Deep Learning Practices for Personalized Recommendation in a Cultural Artifact Auction Platform
Xianyu Technology
Xianyu Technology
Aug 4, 2021 · Artificial Intelligence

Design and Impact of a Chat Assistant for E‑commerce Negotiation and Greeting

The study presents an asynchronous chat‑assistant for second‑hand e‑commerce that uses intent recognition, price‑strength data, and filtered messaging to generate friendly bargaining and greeting scripts, achieving a 4 % rise in reply and conversion rates, and outlines plans to add more intents and richer product extraction.

chatbotconversation AIe-commerce
0 likes · 8 min read
Design and Impact of a Chat Assistant for E‑commerce Negotiation and Greeting
Youzan Coder
Youzan Coder
Aug 2, 2021 · Backend Development

Design and Architecture of the Return Shipping Fee Insurance Service in Youzan E‑commerce Platform

The article details Youzan’s Return Shipping Fee insurance service, explaining its consumer and merchant benefits, end‑to‑end workflow, integrated risk‑control mechanisms, insurance‑product specifications, and a layered technical architecture—business, domain, component, and dependency services built with domain‑driven design—to enable scalable, reusable e‑commerce insurance solutions.

Insurancebackend architecturee-commerce
0 likes · 9 min read
Design and Architecture of the Return Shipping Fee Insurance Service in Youzan E‑commerce Platform
DataFunSummit
DataFunSummit
Jul 24, 2021 · Artificial Intelligence

Alibaba 1688 User Growth, Full‑Chain Growth System, and Deep‑Learning Applications in Search and Promotion

This article presents a comprehensive overview of Alibaba 1688's user‑growth strategy, detailing lifecycle segmentation, budget‑constrained installation optimization, intelligent red‑packet allocation, smart push mechanisms, information‑flow advertising, and the deep‑learning‑driven search pipeline that together power the platform's growth engine.

Search Optimizationbudget optimizatione-commerce
0 likes · 20 min read
Alibaba 1688 User Growth, Full‑Chain Growth System, and Deep‑Learning Applications in Search and Promotion
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Jul 19, 2021 · Backend Development

Technical Architecture of an E‑commerce Coupon System

This article explains the complete technical design of an e‑commerce coupon system, covering data models, product‑page exposure, coupon claiming rules, high‑concurrency caching, MQ‑driven expiration handling, order‑time coupon calculation, redemption flow, and search‑based coupon indexing.

ElasticsearchMicroservicescoupon
0 likes · 10 min read
Technical Architecture of an E‑commerce Coupon System
DeWu Technology
DeWu Technology
Jul 18, 2021 · Artificial Intelligence

Deep Learning Techniques for Sentiment Analysis

The article explains how deep‑learning models, particularly convolutional neural networks with token‑level padding, kernel size three, and max‑pooling, can automatically classify e‑commerce product reviews into eight sentiment categories, offering scalable insight for decision‑making and paving the way for recommendation, QA, and risk‑assessment applications.

Natural Language ProcessingSentiment Analysisconvolutional neural network
0 likes · 9 min read
Deep Learning Techniques for Sentiment Analysis
Top Architect
Top Architect
Jul 18, 2021 · Backend Development

Design and Architecture of Enterprise E‑Commerce Order Systems

This article explains the role of order systems in traditional e‑commerce enterprises, outlines their main functional modules and business architecture, describes forward and reverse order processes, inventory deduction strategies, state‑machine design, and discusses future development challenges and the need for a unified order center.

Inventorye-commerceorder management
0 likes · 13 min read
Design and Architecture of Enterprise E‑Commerce Order Systems
Architect
Architect
Jul 13, 2021 · Backend Development

Optimizing Distributed Lock Concurrency for High‑Throughput Order Scenarios

This article explains how high‑throughput e‑commerce order processing can suffer from inventory oversell when using a single distributed lock, analyzes the lock’s concurrency bottleneck, and proposes a segment‑locking optimization—splitting stock into multiple lock keys—to dramatically increase parallelism while addressing edge‑case pitfalls.

backend optimizatione-commercehigh concurrency
0 likes · 10 min read
Optimizing Distributed Lock Concurrency for High‑Throughput Order Scenarios
IT Architects Alliance
IT Architects Alliance
Jul 7, 2021 · Industry Insights

How to Design and Deploy a Scalable E‑commerce Platform for Enterprises

This article examines the fundamentals of e‑commerce platforms, classifies platform types, compares self‑built versus third‑party solutions, outlines overall architectural design, and evaluates implementation options such as software outsourcing and long‑term partnership, providing a strategic roadmap for enterprises.

Enterprise DevelopmentPlatform Architecturebusiness strategy
0 likes · 4 min read
How to Design and Deploy a Scalable E‑commerce Platform for Enterprises
dbaplus Community
dbaplus Community
Jul 7, 2021 · Backend Development

How Vivo Built a Scalable, Decoupled Promotion System for Its E‑Commerce Platform

This article reviews the evolution of Vivo's e‑commerce promotion system, detailing why the original monolithic architecture failed, how a separate, highly extensible promotion service was designed, the technical challenges of scalability, high concurrency, and stability, and the practical lessons learned from Redis and hotspot key issues.

Backende-commercehigh concurrency
0 likes · 11 min read
How Vivo Built a Scalable, Decoupled Promotion System for Its E‑Commerce Platform
Baidu Geek Talk
Baidu Geek Talk
Jul 7, 2021 · Backend Development

Design and Implementation of Baidu's Commodity Promotion System

The article details Baidu’s 2020‑built commodity promotion system for Baijiahao and live‑stream e‑commerce, linking merchants with authors/streamers through CPS billing, three user interfaces and five core services, and highlights technical choices such as dynamic‑library tracking, asynchronous batch writes, and a high‑cohesion, low‑coupling architecture requiring cross‑team collaboration.

Baidu ecosystemBatch ProcessingCPS
0 likes · 15 min read
Design and Implementation of Baidu's Commodity Promotion System
IT Architects Alliance
IT Architects Alliance
Jul 5, 2021 · Backend Development

Design and Architecture of E-commerce Order Systems

This article provides a comprehensive overview of e‑commerce order system roles, core modules, workflow design, process engine, state machine, and future architectural evolution, offering practical guidance for building scalable and maintainable order management platforms.

BackendSystem Architecturee-commerce
0 likes · 13 min read
Design and Architecture of E-commerce Order Systems
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jul 5, 2021 · Backend Development

Designing an E‑Commerce Product Center: Key Concepts, Architecture & Features

This article explains the essential concepts, functional architecture, and detailed design of an e‑commerce product center, covering SPU/SKU definitions, front‑ and back‑end categories, attribute types, CRUD operations, and specific features such as product publishing, review, unpublishing, editing, and category management.

Product CenterSPUbackend design
0 likes · 8 min read
Designing an E‑Commerce Product Center: Key Concepts, Architecture & Features
Architect's Journey
Architect's Journey
Jul 1, 2021 · Industry Insights

Can Anything Be Sold via CPS? Understanding E‑commerce Distribution and Hidden Coupons

The article explains CPS (Cost Per Sale) as a performance‑based advertising model used by e‑commerce platforms, describes how promoters earn commissions, buyers receive hidden coupons, and outlines two contrasting coupon‑community operation methods—manual curation and automated blasting—while highlighting their benefits, drawbacks, and the broader traffic‑driven nature of the CPS ecosystem.

CPSaffiliate marketingcoupon platforms
0 likes · 10 min read
Can Anything Be Sold via CPS? Understanding E‑commerce Distribution and Hidden Coupons
Xianyu Technology
Xianyu Technology
Jul 1, 2021 · Artificial Intelligence

Improving Search Relevance in Xianyu: System Design and Model Implementation

The paper describes Xianyu’s new relevance‑matching pipeline—integrating basic, text‑matching, semantic (BERT‑based dual‑tower), multimodal, and click‑graph features and fusing them with a GBDT model—which boosts search DCG@10 by 6.5 %, query satisfaction by 24 % and click interaction by over 20 % while outlining future enhancements for finer attribute matching and richer structured data.

Multimodale-commercefeature engineering
0 likes · 13 min read
Improving Search Relevance in Xianyu: System Design and Model Implementation
21CTO
21CTO
Jun 30, 2021 · Blockchain

How Blockchain Is Revolutionizing E‑Commerce Payments

This article explains how blockchain technology can speed up payment processing, simplify receipt handling, enable self‑executing smart contracts, cut transaction fees, and strengthen security, thereby transforming the payment landscape for online retailers.

blockchaine-commercepayment processing
0 likes · 6 min read
How Blockchain Is Revolutionizing E‑Commerce Payments
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Jun 28, 2021 · Fundamentals

How to Build Effective Domain Models for E‑Commerce Systems

This article explains the purpose, definition, and step‑by‑step process of creating domain models for e‑commerce shopping flows, covering concept identification, relationship mapping, state modeling, class and state diagrams, model review, and introduces the accompanying conceptual architecture visuals.

UMLconceptual architecturedomain modeling
0 likes · 7 min read
How to Build Effective Domain Models for E‑Commerce Systems
Programmer DD
Programmer DD
Jun 22, 2021 · Backend Development

Explore a Complete Java E‑Commerce Platform with Spring, MyBatis & Vue

This article presents a full‑stack Java mall project with distribution features, detailing its object‑oriented advantages, comprehensive backend and frontend technology stack, project structure, implemented modules such as member management, product editing, promotion, order and system management, deployment environment, and provides source code and documentation for developers.

Backend DevelopmentSpringVue
0 likes · 6 min read
Explore a Complete Java E‑Commerce Platform with Spring, MyBatis & Vue
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Jun 21, 2021 · Cloud Computing

How Huawei Cloud Achieves Ultra‑Low Latency for E‑Commerce Live Streaming

This article examines the technical challenges of massive e‑commerce live streams, explains why traditional streaming suffers from high latency, and details Huawei Cloud's low‑latency architecture, protocols, intelligent scheduling and ultra‑fast transcoding that enable sub‑second product link delivery to millions of viewers.

CDNCloud Computinge-commerce
0 likes · 13 min read
How Huawei Cloud Achieves Ultra‑Low Latency for E‑Commerce Live Streaming
Programmer DD
Programmer DD
Jun 21, 2021 · Frontend Development

How to Build a Xiaomi‑Style E‑Commerce Site with Vue and Koa

This article presents a student‑crafted, high‑fidelity Xiaomi Mall clone built with a Vue‑based front‑end (Vue‑router, Vuex, Element‑ui, Axios) and a Node.js Koa back‑end using MySQL, detailing its architecture, key pages, authentication, shopping cart, order processing, and deployment.

Full-StackKoaMySQL
0 likes · 5 min read
How to Build a Xiaomi‑Style E‑Commerce Site with Vue and Koa
Full-Stack Internet Architecture
Full-Stack Internet Architecture
Jun 16, 2021 · Backend Development

Key Techniques for Inventory Deduction in High‑Concurrency E‑commerce Systems

This article explains the core technical points of inventory deduction in e‑commerce, covering database‑based deduction, read‑write splitting, cache‑based solutions with Redis and Lua scripts, sharding strategies, and their trade‑offs for ensuring consistency, performance, and scalability under massive concurrent traffic.

Inventorydeductione-commerce
0 likes · 12 min read
Key Techniques for Inventory Deduction in High‑Concurrency E‑commerce Systems
ITPUB
ITPUB
Jun 15, 2021 · Backend Development

How to Build a High‑Performance Flash‑Sale System: Architecture, CDN, and Rate‑Limiting Strategies

This article explains how to design a flash‑sale (秒杀) system that handles massive concurrent traffic by staticizing product pages, using CDN pre‑heat, applying gateway rate‑limiting and segmented request release, leveraging Redis and asynchronous queues for inventory and order processing, and isolating services to protect normal business.

e-commerceflash salehigh concurrency
0 likes · 11 min read
How to Build a High‑Performance Flash‑Sale System: Architecture, CDN, and Rate‑Limiting Strategies
Xianyu Technology
Xianyu Technology
Jun 9, 2021 · Artificial Intelligence

Applying Visual AI Techniques for Image Quality and Duplicate Detection in Xianyu Marketplace

By deploying large‑scale visual AI—including a ResNet‑101 classifier, ArcFace‑trained matching features, clustering‑based sub‑category refinement, and product‑level image indexing—Xianyu’s marketplace dramatically improves image quality, removes duplicates, enhances search relevance and feed diversity, and filters non‑compliant content.

computer visiondeep learningduplicate detection
0 likes · 16 min read
Applying Visual AI Techniques for Image Quality and Duplicate Detection in Xianyu Marketplace
JD Retail Technology
JD Retail Technology
May 31, 2021 · Operations

JD Health Technical Product Team's 2021 618 Promotion Preparation: Architecture Review, Performance Tuning, Security Drills, and Monitoring

The JD Health Technical Product Team organized a comprehensive 618 promotion preparation in 2021, covering system architecture reviews, capacity assessments, performance stress testing, offensive‑defensive drills, system optimization, 24‑hour monitoring, and product operation training to ensure high availability and stable service during the large‑scale sales event.

System Architecturee-commercemonitoring
0 likes · 10 min read
JD Health Technical Product Team's 2021 618 Promotion Preparation: Architecture Review, Performance Tuning, Security Drills, and Monitoring
Java Backend Technology
Java Backend Technology
May 31, 2021 · Backend Development

13 Must‑Try Open‑Source Spring Boot Projects for Java Developers

This article curates thirteen high‑quality Spring Boot open‑source projects—ranging from e‑commerce platforms and microservice frameworks to payment systems and HR tools—providing star counts, repository links, brief feature overviews, and demo screenshots to help Java developers choose valuable reference implementations.

BackendMicroservicesSpring Boot
0 likes · 11 min read
13 Must‑Try Open‑Source Spring Boot Projects for Java Developers
Architecture Digest
Architecture Digest
May 25, 2021 · Backend Development

Layered Architecture and Domain‑Driven Design for Java Fresh‑Food E‑Commerce Microservices

This article presents a practical approach to applying layered architecture and Domain‑Driven Design (DDD) in a Java‑based fresh‑food e‑commerce platform, outlining a five‑layer microservice structure, domain partitioning guidelines, and common pitfalls to help teams build maintainable, scalable systems.

DDDe-commercejava
0 likes · 18 min read
Layered Architecture and Domain‑Driven Design for Java Fresh‑Food E‑Commerce Microservices
Architecture Digest
Architecture Digest
May 20, 2021 · Backend Development

Design and Architecture of an E‑commerce Order System

This article explains the role of an order system in traditional e‑commerce enterprises, outlines its main functional modules, describes its upstream and downstream relationships, details core processes such as order creation, payment, fulfillment, and returns, and discusses future architectural evolution and state‑machine design.

Process Enginebackend architecturee-commerce
0 likes · 12 min read
Design and Architecture of an E‑commerce Order System
DataFunTalk
DataFunTalk
May 19, 2021 · Artificial Intelligence

Causal Inference for Optimizing Advertising Budget Allocation in Fliggy Search CPC Ads

This article explains how causal inference techniques are applied to model the uplift effect of ad placement in Alibaba's Fliggy search CPC advertising, transforming budget allocation into a multi‑objective optimization problem and describing practical control methods, feature engineering, sample re‑sampling, model designs, uplift evaluation, and future research directions.

AdvertisingCausal InferenceUplift Modeling
0 likes · 18 min read
Causal Inference for Optimizing Advertising Budget Allocation in Fliggy Search CPC Ads
DataFunTalk
DataFunTalk
May 8, 2021 · Artificial Intelligence

Attribute‑Level Sentiment Analysis for E‑commerce: Tasks, Challenges, and System Design

This article presents a comprehensive overview of sentiment analysis in user‑generated content, detailing document‑, sentence‑, and aspect‑level tasks, defining the Aspect Sentiment Triplet Extraction problem for e‑commerce reviews, describing a three‑stage pipeline with pre‑training, multi‑domain modeling and attribute normalization, and reporting significant business improvements such as 400% CTR lift, while also discussing data imbalance, annotation scarcity, and future research directions.

Natural Language ProcessingPretrainingSentiment Analysis
0 likes · 15 min read
Attribute‑Level Sentiment Analysis for E‑commerce: Tasks, Challenges, and System Design
IT Architects Alliance
IT Architects Alliance
May 6, 2021 · Industry Insights

Designing High‑Performance, Highly‑Available Large‑Scale Web Architectures

This article provides a comprehensive technical overview of large‑scale distributed website architecture, covering characteristics, goals, common patterns, high‑performance and high‑availability designs, scalability, extensibility, security, agility, a seven‑layer reference model, and a detailed e‑commerce case study with practical optimization steps.

CachingPerformance Optimizationdistributed systems
0 likes · 26 min read
Designing High‑Performance, Highly‑Available Large‑Scale Web Architectures
Architecture Digest
Architecture Digest
May 5, 2021 · Backend Development

Technical Summary of Large‑Scale Distributed Website Architecture

The article presents a comprehensive overview of large‑scale distributed website architecture, detailing its characteristics, performance and availability goals, layered design patterns, high‑performance and high‑availability techniques, scalability, extensibility, security, and practical e‑commerce case studies.

distributed systemse-commerceload balancing
0 likes · 23 min read
Technical Summary of Large‑Scale Distributed Website Architecture
ITFLY8 Architecture Home
ITFLY8 Architecture Home
May 4, 2021 · Cloud Computing

How Taobao Scaled from LAMP to Cloud: Architecture Evolution & Migration Lessons

From its 2003 LAMP beginnings to a modern cloud-native stack, Taobao’s architecture journey illustrates how the platform tackled rapid growth, adopted Oracle, Java, distributed caching, CDN, and ultimately migrated to Alibaba Cloud services, offering practical best‑practice insights for large‑scale e‑commerce systems.

ArchitectureCloud Computinge-commerce
0 likes · 11 min read
How Taobao Scaled from LAMP to Cloud: Architecture Evolution & Migration Lessons
JD Tech
JD Tech
Apr 30, 2021 · Artificial Intelligence

Smart DMP: A Next‑Generation Intelligent Targeting System for E‑commerce Advertising

This article reviews the limitations of traditional DMP and AI‑driven intelligent targeting in e‑commerce, introduces JD.com's Smart DMP framework that combines merchant intent with high‑relevance modeling, and presents experimental results showing over 15% CTR improvement and widespread merchant adoption.

AIAdvertisingSmart DMP
0 likes · 9 min read
Smart DMP: A Next‑Generation Intelligent Targeting System for E‑commerce Advertising
DataFunTalk
DataFunTalk
Apr 29, 2021 · Artificial Intelligence

Path‑based Deep Network (PDN) for E‑commerce Recommendation Recall

This paper proposes a Path‑based Deep Network (PDN) that combines similarity‑index and embedding‑based retrieval paradigms to model user‑item interactions via Trigger Net and Similarity Net, achieving significant improvements in click‑through rate, GMV, and diversity on Taobao’s homepage feed.

PDNRecallclick-through-rate
0 likes · 21 min read
Path‑based Deep Network (PDN) for E‑commerce Recommendation Recall
Xianyu Technology
Xianyu Technology
Apr 21, 2021 · Backend Development

Seller Posting Promotion Platform Architecture and Implementation

To boost Xianyu’s user retention, the team built a long‑term promotion platform that combines configurable operational activities with algorithmic SPU recommendations, using Kunpeng extension points, supply‑demand analysis, and conditional search to personalize seller prompts, improve click‑through, and lay groundwork for broader scenario expansion.

algorithmdata-analysise-commerce
0 likes · 9 min read
Seller Posting Promotion Platform Architecture and Implementation
21CTO
21CTO
Apr 18, 2021 · Backend Development

Designing Scalable E‑Commerce Order Systems: Architecture, Modules & Future Trends

This article examines the role of order systems in traditional e‑commerce, outlines their core functional modules, explains their relationships with upstream and downstream services, and discusses design considerations, workflow engines, state machines, and future architectural evolution.

backend architecturee-commerceorder management
0 likes · 14 min read
Designing Scalable E‑Commerce Order Systems: Architecture, Modules & Future Trends
High Availability Architecture
High Availability Architecture
Apr 6, 2021 · Backend Development

Ensuring Distributed Transaction Consistency in High‑Concurrency Flash‑Sale Systems with Transactional Messages and RocketMQ

This article explains how to achieve strong consistency for high‑traffic flash‑sale (seckill) scenarios by using distributed transaction principles, flexible transaction models, and Alibaba Cloud RocketMQ transactional messages, providing detailed architectural guidance, implementation steps, code examples, and operational best practices.

Distributed TransactionsMicroservicesRocketMQ
0 likes · 33 min read
Ensuring Distributed Transaction Consistency in High‑Concurrency Flash‑Sale Systems with Transactional Messages and RocketMQ
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
DataFunTalk
DataFunTalk
Apr 3, 2021 · Artificial Intelligence

A Survey of User Behavior Sequence Modeling for Search and Recommendation Advertising

User behavior sequence modeling, crucial for search and recommendation advertising ranking, has evolved from simple pooling to attention, RNN, capsule, and Transformer architectures, with industrial applications across e‑commerce, social, video, and music platforms, and future directions include time‑aware, multi‑dimensional, and self‑supervised approaches.

AttentionSequence ModelingTransformer
0 likes · 24 min read
A Survey of User Behavior Sequence Modeling for Search and Recommendation Advertising
Yanxuan Tech Team
Yanxuan Tech Team
Mar 29, 2021 · Product Management

How Yanxuan Reduces Stockouts: Layered Inventory Management Design

This article explains Yanxuan's inventory center design, detailing a layered approach that separates warehouse, physical, and sales inventories, introduces lockable stock pools for complex sales scenarios, and shows how these practices improve stock turnover and reduce out‑of‑stock rates in e‑commerce.

e-commerceinventory managementlayered design
0 likes · 16 min read
How Yanxuan Reduces Stockouts: Layered Inventory Management Design
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.

OperationsSupply Chaine-commerce
0 likes · 14 min read
How Yanxuan Designs a Multi‑Layer Inventory System for Seamless E‑Commerce
Suning Design
Suning Design
Feb 26, 2021 · Fundamentals

Boost E‑commerce Promotion Page Engagement with Strategic Visual Flow Design

This article explores how applying offline store traffic‑flow concepts—such as Z‑shaped browsing paths, clear visual hierarchies, dead‑zone avoidance, and micro‑animations—can extend user dwell time and reduce visual fatigue on large‑scale e‑commerce promotion pages.

UX designe-commercelayout principles
0 likes · 9 min read
Boost E‑commerce Promotion Page Engagement with Strategic Visual Flow Design
Taobao Frontend Technology
Taobao Frontend Technology
Feb 25, 2021 · Frontend Development

How a Micro‑Frontend Workbench Boosts E‑Commerce Operations Efficiency

An Operations Workbench built on a micro‑frontend architecture unifies fragmented e‑commerce tools into standardized Process Units and SOPs, boosting operational efficiency, reducing technical duplication, and providing data‑driven, consistent experiences for thousands of operators across hundreds of business scenarios.

ArchitectureOperationsSOP
0 likes · 23 min read
How a Micro‑Frontend Workbench Boosts E‑Commerce Operations Efficiency
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 24, 2021 · Artificial Intelligence

How Alibaba’s ICBU Algorithm Team Transformed E‑Commerce in 2020

This article reviews the 2020 achievements of Alibaba.com’s ICBU algorithm team, explaining the evolving role of algorithm engineers, the fundamentals of e‑commerce algorithms, the team’s three‑pillar workflow of Understanding, Growth, and Matching, and the technical breakthroughs that drove business impact and future directions.

AlibabaOptimizationalgorithm
0 likes · 28 min read
How Alibaba’s ICBU Algorithm Team Transformed E‑Commerce in 2020
Xianyu Technology
Xianyu Technology
Feb 23, 2021 · Artificial Intelligence

Pricing Guidance System for Xianyu Secondhand Marketplace

The Xianyu pricing guidance system blends new‑product market values with depreciation factors derived from usage, condition and category attributes—extracted via real‑time text mining and image analysis—to recommend dynamic price ranges adjusted for supply‑demand and seller urgency, currently covering 60% of listings with over 65% overall accuracy.

Data Analysise-commercemachine learning
0 likes · 6 min read
Pricing Guidance System for Xianyu Secondhand Marketplace
JD Tech
JD Tech
Feb 2, 2021 · Artificial Intelligence

Advances and Trends in Multimodal Digital Content Generation and Automatic Text Summarization

The article reviews recent research on multimodal digital content generation and automatic text summarization, outlining the evolution from extractive to abstractive methods, highlighting four key technology trends such as pretrained language models, transformer dominance, knowledge‑enhanced generation, and multimodal‑knowledge joint modeling, and describing an industrial e‑commerce application built on these advances.

Generative ModelsKnowledge IntegrationText Summarization
0 likes · 12 min read
Advances and Trends in Multimodal Digital Content Generation and Automatic Text Summarization
转转QA
转转QA
Jan 19, 2021 · Operations

Comprehensive Full-Link Performance Testing Process and Practices for E-commerce Platforms

This article details a systematic full‑link performance testing workflow—including background, timing, scenario design, data preparation, capacity planning, monitoring, issue analysis, and post‑test cleanup—aimed at reliably evaluating and scaling e‑commerce services during major promotional events.

Operationscapacity-planninge-commerce
0 likes · 18 min read
Comprehensive Full-Link Performance Testing Process and Practices for E-commerce Platforms
DeWu Technology
DeWu Technology
Jan 8, 2021 · Backend Development

Mobile App Gateway Design for E-commerce Platforms

A mobile app gateway for e‑commerce platforms consolidates API exposure, connection pooling, HTTP/2 and QUIC multiplexing, unified encryption, custom DNS, caching and degradation strategies, while supporting heterogeneous back‑ends via gRPC and proxy services, thereby improving stability, speed, capacity planning and revenue.

Cronete-commercegRPC
0 likes · 12 min read
Mobile App Gateway Design for E-commerce Platforms
JD.com Experience Design Center
JD.com Experience Design Center
Jan 8, 2021 · Product Management

How to Capture Gen Z: Design Strategies for JD Supermarket

This article analyzes the consumption habits of China’s Gen Z, identifies their preferences for personalized, story‑driven brands, and proposes design, branding, and marketing improvements—such as visual noise reduction, flow optimization, brand‑color revamp, and systematic promotion tactics—to help JD Supermarket win the emerging youth market.

Gen Ze-commerce
0 likes · 9 min read
How to Capture Gen Z: Design Strategies for JD Supermarket
DataFunTalk
DataFunTalk
Jan 8, 2021 · Artificial Intelligence

Deconstructing E‑commerce Recommendation Systems: Architecture, Challenges, and Strategies

This article provides a comprehensive overview of e‑commerce recommendation systems, detailing their end‑to‑end workflow, key challenges such as multi‑scenario objectives and data loops, core components like recall and ranking, model evolution, feature engineering, evaluation metrics, and practical considerations for building a healthy, multi‑objective recommendation ecosystem.

e-commercemachine learningpersonalization
0 likes · 17 min read
Deconstructing E‑commerce Recommendation Systems: Architecture, Challenges, and Strategies
58UXD
58UXD
Jan 7, 2021 · Product Management

How Redesigning a Commercial Purchase Page Boosted Conversion and Repeat Purchases

This case study details how a thorough redesign of 58's commercial purchase page—grounded in user interviews, behavior‑model alignment, clearer discount presentation, real reviews, and A/B testing—significantly increased purchase conversion rates, revenue, and customer satisfaction while informing future product improvements.

A/B testingConversion OptimizationUX design
0 likes · 9 min read
How Redesigning a Commercial Purchase Page Boosted Conversion and Repeat Purchases
DataFunSummit
DataFunSummit
Jan 1, 2021 · Big Data

User Profiling: Concepts, Necessity, Construction Methods, and Applications

This article explains what user profiling is, why it is essential for businesses, outlines practical steps to build accurate user profiles, showcases various application scenarios, and provides references for further study, offering a comprehensive overview for data‑driven product and marketing teams.

Customer Segmentatione-commerceuser profiling
0 likes · 3 min read
User Profiling: Concepts, Necessity, Construction Methods, and Applications
vivo Internet Technology
vivo Internet Technology
Dec 23, 2020 · Backend Development

How Vivo Scaled Its Order System: Sharding, Migration, and Real‑World Lessons

This article details how Vivo transformed its monolithic e‑commerce order service into a scalable, service‑oriented system by applying data archiving, sharding‑JDBC based sharding, MySQL‑to‑Elasticsearch sync, zero‑downtime migration, and distributed‑transaction techniques, while sharing practical pitfalls and performance results.

Database ScalingElasticsearchMicroservices
0 likes · 17 min read
How Vivo Scaled Its Order System: Sharding, Migration, and Real‑World Lessons
Alibaba Cloud Native
Alibaba Cloud Native
Dec 21, 2020 · Operations

How to Build Multi‑Site High Availability with AHAS‑MSHA: Real‑World E‑Commerce Cases

This article explains the challenges of achieving high availability in unreliable environments, introduces disaster‑tolerance concepts and RPO/RTO metrics, describes Alibaba Cloud's AHAS‑MSHA multi‑site solution and its key features, and walks through two e‑commerce case studies that demonstrate implementation steps, fault‑injection drills, and recovery verification.

AHASMSHAMulti‑Site
0 likes · 14 min read
How to Build Multi‑Site High Availability with AHAS‑MSHA: Real‑World E‑Commerce Cases
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 Cloud Developers
JD Cloud Developers
Dec 16, 2020 · Operations

How JD.com Mastered Billion-User Traffic for 11.11: Architecture & Scaling Secrets

During JD.com's 11.11 shopping festival, engineers tackled billions of transactions by evolving a five‑year architecture roadmap, implementing robust messaging and delay queues, deploying smart NICs, optimizing storage, and leveraging AI‑driven traffic control, all while sharing practical lessons on monitoring, load testing, and fault‑tolerance.

AICloud ComputingSystem Architecture
0 likes · 12 min read
How JD.com Mastered Billion-User Traffic for 11.11: Architecture & Scaling Secrets
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 14, 2020 · Cloud Native

How Lazada Powered a Seamless Double‑11 with Cloud‑Native Architecture

Lazada transformed its e‑commerce platform for Southeast Asia by fully cloud‑nativeizing core systems, deploying serverless and container technologies, leveraging AI and progressive hybrid apps for low‑end devices, and building robust CDN, promotion, and logistics algorithms that delivered a 99.99% success rate during Double 11.

AIKubernetescloud-native
0 likes · 12 min read
How Lazada Powered a Seamless Double‑11 with Cloud‑Native Architecture
Laravel Tech Community
Laravel Tech Community
Dec 11, 2020 · Backend Development

Design and Core Functions of an E‑commerce Order System

This article explains the role of an order system in traditional e‑commerce enterprises, outlines its main functional modules and architectural design, and discusses future development directions, covering system relationships, core processes, inventory and payment strategies, state‑machine management, and scalability considerations.

Process Enginee-commerceinventory management
0 likes · 14 min read
Design and Core Functions of an E‑commerce Order System
Xianyu Technology
Xianyu Technology
Dec 8, 2020 · Big Data

Supply-Demand Modeling and Category Optimization for the Idle Second-Hand Market

The article describes a supply‑demand modeling framework for the idle second‑hand market that extracts and structures product attributes, builds a decision‑tree‑based index from price, inventory, search‑hotspot and demand‑activation sub‑models, and uses the index to optimize category allocation, boost scarce supply, and drive overall growth.

Product Modelingbig datacategory optimization
0 likes · 7 min read
Supply-Demand Modeling and Category Optimization for the Idle Second-Hand Market
Java Captain
Java Captain
Dec 5, 2020 · Backend Development

Overview of a Spring Cloud‑Based Online Supermarket System

This article introduces a Spring Cloud‑powered Java online supermarket project, detailing its microservice architecture, core functionalities such as user, product, cart, image services, Zuul gateway, and package structure, while providing source code and tutorial links for developers.

BackendSpring Cloude-commerce
0 likes · 3 min read
Overview of a Spring Cloud‑Based Online Supermarket System
JD Retail Technology
JD Retail Technology
Dec 4, 2020 · Operations

JD.com 11.11 Shopping Festival: Technical Operations, Performance, and Cost Optimization Case Study

The article reviews JD.com’s 11.11 shopping festival technical preparation, detailing how the operations team handled record traffic spikes, improved user experience, increased resource efficiency, and reduced IT costs through high‑fidelity testing, dual‑active systems, and a four‑year Taishan project.

System PerformanceTraffic Managementcost optimization
0 likes · 8 min read
JD.com 11.11 Shopping Festival: Technical Operations, Performance, and Cost Optimization Case Study
dbaplus Community
dbaplus Community
Dec 3, 2020 · Backend Development

Boosting Distributed Lock Throughput for Thousands of Orders per Second

Learn how to overcome the concurrency bottleneck of traditional distributed locks in high‑traffic e‑commerce scenarios by applying segment‑based locking and other optimization techniques, enabling thousands of orders per second while preventing inventory overselling.

backend optimizationdistributed locke-commerce
0 likes · 11 min read
Boosting Distributed Lock Throughput for Thousands of Orders per Second
Xianyu Technology
Xianyu Technology
Dec 3, 2020 · Industry Insights

How Xianyu’s Wuyou Gou Solved Platform Gaps with a Tailored Architecture

This article examines the challenges faced by Xianyu's Wuyou Gou service when adapting Alibaba's middle‑platform capabilities to a mobile C2C environment and details the customized architecture, merchant onboarding, product publishing, guide flow, messaging, and transaction processes that enable a seamless, high‑trust shopping experience.

Mobile AppPlatform ArchitectureWuyouGou
0 likes · 11 min read
How Xianyu’s Wuyou Gou Solved Platform Gaps with a Tailored Architecture
vivo Internet Technology
vivo Internet Technology
Dec 2, 2020 · Backend Development

Evolution of Vivo Official Mall: From Monolithic to Service‑Oriented Architecture and Globalization

The article chronicles Vivo’s official mall transformation from a 2015 monolithic Java MVC system to a service‑oriented architecture with independent activity, product, coupon, and order services, later expanding to consignment, CPS, and promotion subsystems, and finally adding multi‑language, multi‑timezone, and multi‑region capabilities for global markets.

MicroservicesSystem Architecturee-commerce
0 likes · 14 min read
Evolution of Vivo Official Mall: From Monolithic to Service‑Oriented Architecture and Globalization