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JD Retail Technology
JD Retail Technology
Jul 19, 2022 · Backend Development

Design and Architecture of JD Retail Product Selection Platform

This article details the design and implementation of JD Retail’s product selection platform, covering its business background, core data retrieval capabilities, domain model, system architecture—including frontend configurability, backend query engine, ClickHouse indexing, and both offline and real-time data processing pipelines.

Big DataSystem Architecturedata indexing
0 likes · 14 min read
Design and Architecture of JD Retail Product Selection Platform
JD Retail Technology
JD Retail Technology
Jul 12, 2022 · Operations

Post‑Mortem of JD International Tech R&D’s 2022 618 Promotion: Preparation, Execution, and Lessons Learned

The report details JD International Technology R&D’s first comprehensive preparation for the 2022 618 sales event, describing multi‑regional challenges, the establishment of rapid response mechanisms, stress‑testing activities, operational highlights, identified shortcomings, and actionable recommendations for future large‑scale promotions.

SOPcross-team collaboratione-commerce
0 likes · 9 min read
Post‑Mortem of JD International Tech R&D’s 2022 618 Promotion: Preparation, Execution, and Lessons Learned
Alimama Tech
Alimama Tech
Jul 6, 2022 · Artificial Intelligence

How Mixed‑Curvature Graph Embeddings Boost E‑commerce Ad Retrieval

This article presents AMCAD, an adaptive mixed‑curvature graph embedding system that models heterogeneous e‑commerce search ad graphs in non‑Euclidean spaces, detailing its sample construction, three‑stage model architecture, offline and online experiments, and demonstrating significant performance gains over Euclidean baselines.

advertisement retrievaldeep learninge-commerce
0 likes · 13 min read
How Mixed‑Curvature Graph Embeddings Boost E‑commerce Ad Retrieval
JD Retail Technology
JD Retail Technology
Jun 16, 2022 · Artificial Intelligence

2022 Global AI Technology Innovation Competition – Algorithm Challenge: Connecting AI with E‑commerce

The 2022 Global AI Technology Innovation Competition – Algorithm Challenge, co‑hosted by JD Retail and academic partners, brought together 12 finalist teams from over 3,000 entrants to tackle e‑commerce‑focused AI problems such as multimodal image‑text matching and product‑title entity recognition, highlighting real‑world business impact and fostering talent exchange.

AI competitionJD RetailMultimodal
0 likes · 8 min read
2022 Global AI Technology Innovation Competition – Algorithm Challenge: Connecting AI with E‑commerce
JD Retail Technology
JD Retail Technology
Jun 10, 2022 · Operations

JD International 618 Promotion: Technical Operations, DDoS Protection, and Performance Testing

The article details JD International's technical preparation for the 618 sales event, covering operational planning, DDoS mitigation with Cloudflare, performance testing methodologies, cross‑team collaboration, and real‑time monitoring to ensure system stability and a seamless shopping experience across multiple regions.

Cloud ComputingDDoS protectione-commerce
0 likes · 13 min read
JD International 618 Promotion: Technical Operations, DDoS Protection, and Performance Testing
Aotu Lab
Aotu Lab
Jun 2, 2022 · Frontend Development

Boosting Large‑Scale E‑Commerce Events with Taro: A Dual‑Platform Development Playbook

The article defines T‑level interactions—high‑traffic, high‑revenue e‑commerce events—and outlines how using the Taro framework, a unified H5 and mini‑program development stack, combined with a custom component library, automated testing, and robust error‑handling strategies can dramatically improve development efficiency, consistency, and reliability across massive seasonal campaigns.

Component LibraryFrontend OptimizationMulti‑Platform Development
0 likes · 14 min read
Boosting Large‑Scale E‑Commerce Events with Taro: A Dual‑Platform Development Playbook
DataFunTalk
DataFunTalk
May 31, 2022 · Artificial Intelligence

Intelligent Creative Content Ecosystem for JD Advertising: Content Understanding, Generation, and Distribution

This talk presents JD's intelligent creative ecosystem for advertising, detailing the construction of a content understanding system, AI-driven content generation (including OCR, image tagging, video summarization, and copy generation), and multimodal creative selection and distribution, highlighting challenges, solutions, and business impact.

AIcontent understandinge-commerce
0 likes · 27 min read
Intelligent Creative Content Ecosystem for JD Advertising: Content Understanding, Generation, and Distribution
DaTaobao Tech
DaTaobao Tech
May 27, 2022 · Artificial Intelligence

Multimodal Pretraining for Search Recall in E-commerce

The paper proposes a multimodal pre‑training framework that jointly encodes query text and item titles with images via shared and single‑stream towers, using MLM, MPM, QIC, and matching tasks, and demonstrates substantial Recall@K gains on a billion‑item e‑commerce catalog by leveraging visual cues to bridge the semantic gap.

MultimodalVector Retrievale-commerce
0 likes · 17 min read
Multimodal Pretraining for Search Recall in E-commerce
dbaplus Community
dbaplus Community
May 25, 2022 · Backend Development

How to Ensure Concurrency Quality with Distributed Locks in E‑Commerce Systems

This article explains why concurrency issues like overselling occur in e‑commerce, introduces distributed lock concepts and mainstream implementations (MySQL, Redis, Zookeeper/etcd), and provides a three‑stage quality‑assurance framework with code‑review checklists, testing methods, and data‑reconciliation techniques.

Code ReviewRedisbackend
0 likes · 12 min read
How to Ensure Concurrency Quality with Distributed Locks in E‑Commerce Systems
DaTaobao Tech
DaTaobao Tech
May 18, 2022 · Artificial Intelligence

Deep Ranking Optimization for E-commerce Recommendation

The 2021 Taobao New‑Product team boosted e‑commerce recommendation by redesigning the coarse‑ranking stage with a dual‑tower DSSM, low‑cost feature‑crossing, NOVA attention and multi‑task distillation from a fine‑ranking teacher, delivering up to +30‰ GAUC gain and 3‑5 % online CTR and click improvements.

Knowledge DistillationMachine Learningdeep ranking
0 likes · 17 min read
Deep Ranking Optimization for E-commerce Recommendation
DaTaobao Tech
DaTaobao Tech
May 16, 2022 · Product Management

Evolution and Technical Advances of Taobao Shopping Cart

The article traces Taobao’s shopping cart evolution from a basic product‑management tool to a real‑time, AI‑enhanced platform, detailing business goals for user experience and conversion, four staged upgrades—including bundling, discount filtering, and seamless checkout—plus technical solutions such as Bloom filters, asynchronous pipelines, and nextRpc, while outlining operational expansions and future AI‑driven improvements.

Product DevelopmentShopping CartTechnical architecture
0 likes · 38 min read
Evolution and Technical Advances of Taobao Shopping Cart
Top Architect
Top Architect
May 9, 2022 · Backend Development

Design and Evolution of an E‑commerce Order System

This article examines the role of an order system in traditional e‑commerce enterprises, outlines its core functional modules, describes its upstream and downstream relationships, explains workflow and state‑machine design, and discusses future architectural evolution and best‑practice considerations.

Backend ArchitectureState Machinee-commerce
0 likes · 18 min read
Design and Evolution of an E‑commerce Order System
DataFunTalk
DataFunTalk
May 7, 2022 · Artificial Intelligence

Intelligent Recommendation Selling Point Generation: Architecture, Core AI Techniques, Model Development, and Product Impact

This article explains how JD's intelligent recommendation selling point system leverages NLP, BERT, Transformer and pointer‑generator models to automatically create short, personalized product highlights, describing the technical background, system architecture, model training pipeline, online/offline monitoring, and the resulting business benefits.

BERTNLPRecommendation Systems
0 likes · 13 min read
Intelligent Recommendation Selling Point Generation: Architecture, Core AI Techniques, Model Development, and Product Impact
JD Retail Technology
JD Retail Technology
Apr 27, 2022 · Industry Insights

How JD Achieves Seamless Stability During Massive Sales Events

The article reviews the Global Information System Stability Summit and JD's technical architect Li Junliang's detailed case study on the engineering practices, observability, chaos engineering, and resource‑scheduling innovations that enable JD’s e‑commerce platform to handle sales‑peak traffic that spikes hundreds of times over normal load.

Industry InsightsObservabilitychaos engineering
0 likes · 7 min read
How JD Achieves Seamless Stability During Massive Sales Events
Top Architect
Top Architect
Apr 25, 2022 · Backend Development

Designing Payment Account Systems for E‑commerce Platforms

This article explains the fundamental concepts, design requirements, and modeling approaches for payment account systems in e‑commerce, covering the distinction between payment and login accounts, transaction needs, accounting structures, entity and account models, and the detailed transaction model.

account modelingarchitecturebackend
0 likes · 14 min read
Designing Payment Account Systems for E‑commerce Platforms
dbaplus Community
dbaplus Community
Apr 20, 2022 · Backend Development

How to Build a Robust E‑Commerce Backend: Idempotency, Snapshots, and Sharding

This article explores common e‑commerce backend challenges such as duplicate orders, order snapshots, cart storage, inventory oversell, logistics updates, account balance consistency, read‑write splitting, hot‑cold data separation, and sharding, and provides concrete design patterns and SQL examples to solve them.

IdempotencyShardingbackend
0 likes · 17 min read
How to Build a Robust E‑Commerce Backend: Idempotency, Snapshots, and Sharding
IT Architects Alliance
IT Architects Alliance
Apr 19, 2022 · Industry Insights

Designing Robust Payment Account Systems for E‑Commerce Platforms

This article explains the fundamental concepts, design requirements, and modeling techniques for payment accounts in e‑commerce systems, covering the distinction between payment and login accounts, transaction flows, accounting structures, internal and external accounts, and detailed entity, account, and transaction models.

Backend Architectureaccount modelinge-commerce
0 likes · 14 min read
Designing Robust Payment Account Systems for E‑Commerce Platforms
58UXD
58UXD
Apr 19, 2022 · Product Management

Boost Holiday Service Orders: A Multi‑Service Package Design Case Study

This article analyzes how a home‑cleaning platform increased Chinese New Year service orders by designing a multi‑service ordering flow, comparing four packaging options, selecting a package‑recommendation model, eliminating three key friction points, and validating the solution through A/B testing and metric improvements.

A/B testingUX optimizatione-commerce
0 likes · 10 min read
Boost Holiday Service Orders: A Multi‑Service Package Design Case Study
DataFunSummit
DataFunSummit
Apr 12, 2022 · Artificial Intelligence

Intelligent Auction Mechanisms for Alibaba Display Advertising: AIDA Framework, Deep GSP, and Neural Auction

This article presents the evolution of Alibaba's display advertising auction mechanisms, introducing the AIDA decision‑allocation framework, the Deep GSP multi‑objective smart auction, and the end‑to‑end Neural Auction, while discussing their economic theory, engineering platformization, business impact, and future research directions.

AIauctiondeep learning
0 likes · 18 min read
Intelligent Auction Mechanisms for Alibaba Display Advertising: AIDA Framework, Deep GSP, and Neural Auction
IT Architects Alliance
IT Architects Alliance
Apr 10, 2022 · Backend Development

Designing Payment Account Systems for E‑Commerce Platforms

This article explains the fundamental concepts, design requirements, and modeling techniques for payment accounts and transaction flows in e‑commerce systems, covering distinctions between payment and login accounts, internal vs. external accounts, and detailed entity, account, and transaction models.

Financeaccount modelingbackend
0 likes · 13 min read
Designing Payment Account Systems for E‑Commerce Platforms
21CTO
21CTO
Apr 6, 2022 · Fundamentals

Designing Robust Payment Account Systems: Key Concepts and Modeling Strategies

This article explains the distinction between payment accounts and login credentials, outlines essential design requirements such as transaction, accounting, reconciliation, risk control, and credit needs, and details entity, account, and transaction models for building comprehensive e‑commerce payment systems.

System Architectureaccount modelinge-commerce
0 likes · 13 min read
Designing Robust Payment Account Systems: Key Concepts and Modeling Strategies
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Apr 6, 2022 · Fundamentals

Designing Robust Payment Account Systems for E‑Commerce: Key Concepts and Models

This article explains how to design a payment account system for e‑commerce, covering the distinction between payment and login accounts, design requirements, transaction and accounting models, internal and external accounts, and detailed account and transaction modeling to support security, risk control, and reconciliation.

account modelinge-commercefinancial engineering
0 likes · 14 min read
Designing Robust Payment Account Systems for E‑Commerce: Key Concepts and Models
DaTaobao Tech
DaTaobao Tech
Apr 6, 2022 · Artificial Intelligence

Improving New User Experience in Taobao Live Recommendation via Multi‑Channel Lifelong Product Sequence Modeling

The paper tackles Taobao Live’s cold‑start problem for new users by introducing a multi‑channel lifelong product‑sequence network that enriches purchase histories with side information, extracts relevance‑focused subsequences across five channels, and integrates them via target‑attention DIN, achieving substantial offline and online performance gains, especially for low‑activity users.

MultimodalRecommendation Systemscold start
0 likes · 23 min read
Improving New User Experience in Taobao Live Recommendation via Multi‑Channel Lifelong Product Sequence Modeling
Java Interview Crash Guide
Java Interview Crash Guide
Apr 6, 2022 · Backend Development

How to Design Scalable E‑Commerce Order Systems: Architecture & Core Features

This article examines the role of order systems in traditional e‑commerce enterprises, outlines their core functional modules and design principles, illustrates system relationships with upstream and downstream services, and discusses future development trends, including modular architectures and multi‑system integration challenges.

Backend ArchitectureProcess Enginee-commerce
0 likes · 15 min read
How to Design Scalable E‑Commerce Order Systems: Architecture & Core Features
Baidu Geek Talk
Baidu Geek Talk
Mar 30, 2022 · Backend Development

Baidu Guarantee Platform: Architecture and Implementation Practices

The Baidu Guarantee platform provides a three‑layer architecture—data, basic services, and core systems—to enable merchants across Baidu’s ecosystem to enroll, disclose credit, access click records, and process compensation claims, delivering millisecond‑scale query performance and improving conversion through visible guarantee badges.

BaiduPlatform Developmentcompensation system
0 likes · 16 min read
Baidu Guarantee Platform: Architecture and Implementation Practices
21CTO
21CTO
Mar 30, 2022 · Big Data

What Drives Taobao App Users? Insights from AARRR and RFM Analyses

This article analyzes 2 million Taobao app user‑behavior records using AARRR funnel metrics and RFM segmentation, revealing daily and hourly usage patterns, conversion bottlenecks, product‑search mismatches, and offering data‑driven marketing recommendations to boost retention and sales.

AARRRBig DataRFM
0 likes · 25 min read
What Drives Taobao App Users? Insights from AARRR and RFM Analyses
DaTaobao Tech
DaTaobao Tech
Mar 28, 2022 · Backend Development

Designing an Extensible Content Delivery Pipeline for E‑commerce

The article presents a modular, extensible content‑delivery pipeline for e‑commerce—comprising datasource, transfer, filter, sorter, completer, validator, factory and iterator nodes—implemented in Java, with JSON‑driven filter schemas, to simplify complex, low‑latency content handling, improve flexibility, and ease operations across evolving business requirements.

Content Deliveryarchitecturee-commerce
0 likes · 11 min read
Designing an Extensible Content Delivery Pipeline for E‑commerce
DataFunSummit
DataFunSummit
Mar 25, 2022 · Artificial Intelligence

Advanced Practices in E‑commerce Recommendation: Multi‑Objective Ranking, User Behavior Sequence Modeling, Fine‑Grained Behavior Modeling, and Multimodal Features

The article presents JD's e‑commerce recommendation system, detailing its four‑stage ranking pipeline, multi‑objective optimization with personalized fusion, transformer‑based user behavior sequence modeling, fine‑grained behavior modeling, and multimodal feature integration, and shares experimental results and engineering optimizations.

Recommendation Systemse-commercemulti-objective optimization
0 likes · 17 min read
Advanced Practices in E‑commerce Recommendation: Multi‑Objective Ranking, User Behavior Sequence Modeling, Fine‑Grained Behavior Modeling, and Multimodal Features
Selected Java Interview Questions
Selected Java Interview Questions
Mar 24, 2022 · Backend Development

Design and Core Functions of an E‑commerce Order System

This article explains the roles, architecture, core modules, workflow engine, inventory management strategies, and state machine design of order systems in traditional e‑commerce enterprises, offering insights into their future development and integration with other business services.

Backend ArchitectureState MachineWorkflow Engine
0 likes · 13 min read
Design and Core Functions of an E‑commerce Order System
vivo Internet Technology
vivo Internet Technology
Mar 23, 2022 · Frontend Development

Product Middle Platform Front-end Practice: Micro-frontend Architecture and Visualization Technology Implementation

The article details how an e‑commerce product middle platform’s front‑end employs visualization technology, a uni‑render approach that shares a Vuex store between an iframe and its parent via a sandboxed Vue instance, and a qiankun‑based micro‑frontend architecture, while addressing cross‑domain and editor integration challenges.

Vuexe-commercefrontend-architecture
0 likes · 13 min read
Product Middle Platform Front-end Practice: Micro-frontend Architecture and Visualization Technology Implementation
Top Architect
Top Architect
Mar 23, 2022 · Backend Development

Technical Summary of Large-Scale Distributed Website Architecture and E‑Commerce System Design

This article provides a comprehensive technical overview of large‑scale distributed website architecture, covering characteristics, design goals, architectural patterns, performance, high availability, scalability, extensibility, security, agility, evolution stages, capacity estimation, and practical optimization techniques for e‑commerce platforms.

Distributed SystemsScalabilityarchitecture
0 likes · 25 min read
Technical Summary of Large-Scale Distributed Website Architecture and E‑Commerce System Design
IT Architects Alliance
IT Architects Alliance
Mar 12, 2022 · Backend Development

Design Principles and Architecture of an E‑Commerce Transaction System with a Large Middle Platform and Small Frontend

This article outlines the architectural principles, middle‑platform strategy, service layers, common components, cloud deployment, security measures, and detailed design diagrams for building a scalable, high‑concurrency e‑commerce transaction system using DDD, microservices, and cloud‑native technologies.

MicroservicesSystem Architecturebackend
0 likes · 19 min read
Design Principles and Architecture of an E‑Commerce Transaction System with a Large Middle Platform and Small Frontend
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Mar 9, 2022 · Backend Development

How a Large‑Scale E‑Commerce Platform Uses a Middle‑Platform Architecture for Scalability

This article outlines a comprehensive e‑commerce system architecture that combines a large middle platform with a small front‑end, leveraging domain‑driven design, service‑oriented layers, cloud‑native deployment, and robust monitoring to achieve high scalability, flexibility, and reliability for complex transaction scenarios.

Microservicescloud-nativedomain-driven design
0 likes · 16 min read
How a Large‑Scale E‑Commerce Platform Uses a Middle‑Platform Architecture for Scalability
DataFunSummit
DataFunSummit
Feb 28, 2022 · Artificial Intelligence

UGC Sentiment Analysis Solutions and Applications in Taobao

This article presents a comprehensive overview of Taobao's user‑generated content (UGC) sentiment analysis pipeline, covering background, task definition, challenges, model architecture—including RoBERTa‑based extraction, sentiment‑knowledge pre‑training, and graph augmentation—personalized impression ranking, business impact cases, and future research directions.

Machine LearningSentiment AnalysisUGC
0 likes · 16 min read
UGC Sentiment Analysis Solutions and Applications in Taobao
Alibaba Terminal Technology
Alibaba Terminal Technology
Feb 23, 2022 · Backend Development

How NextRPC’s Multi‑Stage Payload Boosted Alibaba’s Double‑11 Conversion by 25%

NextRPC introduces a multi‑segment payload RPC model that streams responses through successive "Next" stages, enabling parallel processing and decoupling of core and non‑core logic, which improved Alibaba’s Double‑11 transaction conversion rates by over 5% overall and more than 25% for optimal‑product selection scenarios.

AlibabaBackend ArchitectureNextRPC
0 likes · 10 min read
How NextRPC’s Multi‑Stage Payload Boosted Alibaba’s Double‑11 Conversion by 25%
DataFunSummit
DataFunSummit
Feb 21, 2022 · Artificial Intelligence

Advances in E‑commerce Search: Embedding, Knowledge Graphs, and Retrieval Models

This article reviews recent research on e‑commerce search, covering transformer‑based complementary rankings, Alibaba's cognitive concept net and its extension, joint deep retrieval with product quantization, personalized semantic retrieval, multi‑granularity deep semantic retrieval, and graph‑attention networks for long‑tail shop search.

AIEmbeddingGraph Neural Network
0 likes · 12 min read
Advances in E‑commerce Search: Embedding, Knowledge Graphs, and Retrieval Models
ITFLY8 Architecture Home
ITFLY8 Architecture Home
Feb 21, 2022 · Backend Development

How JD.com Scales Its E‑Commerce Platform: Vision, Principles, and Governance

After a decade of rapid growth, JD.com’s information system now handles procurement, sales, and inventory across a horizontally and vertically split architecture, tackling challenges of service decoupling, efficient communication, data consistency, and governance, while outlining its vision, principles, implementation details, and stability‑enhancing governance practices.

Data ConsistencySystem Architecturee-commerce
0 likes · 3 min read
How JD.com Scales Its E‑Commerce Platform: Vision, Principles, and Governance
DataFunSummit
DataFunSummit
Feb 15, 2022 · Artificial Intelligence

Real-time Fraud Detection in E-commerce Payments Using Graph Neural Networks

This article presents an end‑to‑end solution that leverages graph neural networks and dynamic bipartite graph construction to detect payment fraud in eBay's e‑commerce platform in real time, addressing traditional model limitations, graph latency challenges, and demonstrating superior performance over GBDT approaches.

Machine Learninge-commercefraud detection
0 likes · 15 min read
Real-time Fraud Detection in E-commerce Payments Using Graph Neural Networks
DeWu Technology
DeWu Technology
Feb 7, 2022 · Artificial Intelligence

Generalized Recommendation Solution for Transaction Scenarios

DeWu’s e‑commerce platform consolidated dozens of small‑scale transaction scenes into a universal personalized recommendation system by adopting a user‑to‑item DSSM dual‑tower model with unified sampling, category‑aware negative mining, cosine‑normalized embeddings, and real‑time serving, boosting click‑through rates by over 10% across all scenarios.

DSSMMachine Learningdual-tower
0 likes · 13 min read
Generalized Recommendation Solution for Transaction Scenarios
Alibaba Terminal Technology
Alibaba Terminal Technology
Jan 24, 2022 · Mobile Development

How Lazada Cut 250ms from App Startup: Mobile Performance Secrets

Lazada’s Southeast Asian e‑commerce app achieved major performance gains by reorganizing startup tasks, merging launch pages, implementing full‑link dynamic prefetch, incremental cart updates, checkout pre‑rendering, and request merging, resulting in up to 250 ms faster launches and significant reductions in network latency across Android and iOS.

Mobile DevelopmentPerformance Optimizationapp startup
0 likes · 15 min read
How Lazada Cut 250ms from App Startup: Mobile Performance Secrets
Dada Group Technology
Dada Group Technology
Jan 21, 2022 · Industry Insights

Evolving a Top E‑commerce Recommendation Engine: From V1.0 to V3.0

This article examines the step‑by‑step evolution of the recommendation framework used by a major e‑commerce service, detailing the shortcomings of the initial V1.0 design, the vertical and modular refinements introduced in V2.0, and the dynamic configuration, pipeline, and service‑oriented enhancements implemented in V3.0 to improve scalability, stability, and fine‑grained experimentation.

Configuration ManagementScalabilityarchitecture
0 likes · 15 min read
Evolving a Top E‑commerce Recommendation Engine: From V1.0 to V3.0
IT Architects Alliance
IT Architects Alliance
Jan 21, 2022 · Cloud Computing

How a Cloud Shopping Cart Is Architected for Scalability and Reliability

The article outlines the design of a cloud‑based shopping cart system, detailing its three‑layer application architecture, dual cluster deployment, distributed technical stack, performance and reliability goals, three‑tier caching strategy, and additional features such as anti‑scalper measures and personnel identification.

CachingCloud ComputingSystem Design
0 likes · 4 min read
How a Cloud Shopping Cart Is Architected for Scalability and Reliability
DataFunSummit
DataFunSummit
Jan 18, 2022 · Information Security

Digital Watermarking for Data Leakage Traceability: Techniques, Applications, and Challenges

The article explores the rapid growth of China's digital economy, the escalating risk of data leaks, and how digital watermarking—across images, text, and databases—can be employed to trace leakage sources, protect e‑commerce data, and address practical challenges in security implementations.

Information SecurityTraceabilitydata leakage
0 likes · 15 min read
Digital Watermarking for Data Leakage Traceability: Techniques, Applications, and Challenges
Alibaba Terminal Technology
Alibaba Terminal Technology
Jan 17, 2022 · Frontend Development

Unlocking Taobao’s New Widget Open‑Card Tech: A Front‑End Revolution

This article chronicles the evolution of Taobao’s open‑card technology from page‑level mini‑programs to the new module‑level “widget” system, detailing its architecture, developer workflow, real‑world Double 11 deployments, technical challenges, and future roadmap for enhancing e‑commerce front‑end experiences.

Open PlatformTaobaoWeex
0 likes · 15 min read
Unlocking Taobao’s New Widget Open‑Card Tech: A Front‑End Revolution
DeWu Technology
DeWu Technology
Jan 10, 2022 · Operations

Post-Event Recap: E-commerce Stability Assurance Salon

The January 8th Shanghai salon, co‑hosted by DeWu Technology and Juejin, gathered e‑commerce experts to discuss peak‑season stability, emphasizing balanced mid‑platform development, link governance, rapid recovery, cross‑functional collaboration, and architecture governance through global visibility, measurement, and control of services and technical environments.

Project ManagementStability Assurancearchitecture governance
0 likes · 4 min read
Post-Event Recap: E-commerce Stability Assurance Salon
DataFunTalk
DataFunTalk
Dec 29, 2021 · Artificial Intelligence

Entity Alignment in Product Knowledge Graphs: Techniques and Applications

This article presents a comprehensive overview of building and applying product knowledge graphs for e‑commerce, covering background, recent advances in graph neural network‑based entity alignment, online prediction pipelines, data construction, evaluation metrics, attribute extraction, and future research directions.

Graph Neural Networkattribute extractione-commerce
0 likes · 23 min read
Entity Alignment in Product Knowledge Graphs: Techniques and Applications
Top Architect
Top Architect
Dec 24, 2021 · Backend Development

Designing High‑Concurrency Flash Sale (秒杀) System Architecture

The article explains what a flash‑sale (秒杀) is, outlines the severe technical challenges it creates for e‑commerce platforms such as massive concurrent traffic, database load and bandwidth spikes, and then presents concrete backend strategies and architectural designs to handle these issues efficiently.

System Architecturebackende-commerce
0 likes · 8 min read
Designing High‑Concurrency Flash Sale (秒杀) System Architecture
JD Retail Technology
JD Retail Technology
Dec 20, 2021 · Artificial Intelligence

Large-Scale Graph Technology in JD.com E‑commerce: Practice and AI Computing Directions

The article summarizes JD.com Vice President Bao Yongjun's presentation on applying ultra‑large‑scale graph technology to e‑commerce, covering data foundations, recommendation and fraud detection use cases, technical challenges, the Galileo graph engine, and future AI computing development directions such as chips, auto‑learning, application layers, and privacy protection.

e-commercefraud detectiongraph computing
0 likes · 7 min read
Large-Scale Graph Technology in JD.com E‑commerce: Practice and AI Computing Directions
Shopee Tech Team
Shopee Tech Team
Dec 16, 2021 · Industry Insights

How Shopee Leverages Technology to Transform E‑Commerce in Southeast Asia

This article details Shopee's technical innovations—from logistics scheduling, address standardization, and fresh‑food expiry management to live‑streaming infrastructure, search scaling, real‑time data synchronization, chatbot analytics, and high‑throughput payment and order systems—showcasing how engineering breakthroughs power its 11.11 mega‑sale.

Logistics Optimizationcloud infrastructuredata synchronization
0 likes · 10 min read
How Shopee Leverages Technology to Transform E‑Commerce in Southeast Asia
Xianyu Technology
Xianyu Technology
Dec 15, 2021 · Product Management

Rapid Development of Xianyu Double 11 Marketing Discount Platform

By leveraging existing middle‑platform services and a lightweight, configurable discount component, Xianyu rapidly built a full‑scale Double 11 marketing discount system—covering merchant recruitment, unified discount calculation, pre‑heat visuals, and robust load‑testing—delivering a stable promotion platform that can be reused for future campaigns.

MarketingProduct Developmentcase study
0 likes · 9 min read
Rapid Development of Xianyu Double 11 Marketing Discount Platform
DataFunTalk
DataFunTalk
Dec 12, 2021 · Artificial Intelligence

Commercial Recommendation System for 58 Recruitment: Architecture, Recall, and Ranking Techniques

This talk presents the design and implementation of 58’s commercial recruitment recommendation system, covering the characteristics of the app’s recommendation scenario, system architecture, region‑based and behavior‑based recall methods, and coarse‑ and fine‑ranking models with various optimizations and future directions.

AIMachine Learninge-commerce
0 likes · 20 min read
Commercial Recommendation System for 58 Recruitment: Architecture, Recall, and Ranking Techniques
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.

DDDDesign PrinciplesDomain‑Driven Design
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.

MicroservicesSystem Architecturedistributed transactions
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 optimizationMachine LearningRecommendation Systems
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.

JavaSpring 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 Intelligencee-commerceentity extraction
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.

alert systembackende-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.

FrontendJavaScriptcartesian product
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.

OpenSearchProduct ModelingSPU
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.

Javabackende-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.

Backend ArchitectureMicroservicese-commerce
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.

InstallationMini ProgramOpen Source
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 DevelopmentRule Enginediscount model
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.

CPSCost Per SaleIndustry Insight
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.

Embeddingcross-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.

Backend ArchitectureInsurancee-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.

Machine LearningRecommendation Systemsbudget optimization
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.

CouponElasticsearchMicroservices
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.

Sentiment Analysisconvolutional neural networkdeep learning
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.

Order ManagementState Machinee-commerce
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 Developmentbusiness strategye-commerce
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.

Order ManagementState MachineSystem Architecture
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.

SPUbackend designcategory management
0 likes · 8 min read
Designing an E‑Commerce Product Center: Key Concepts, Architecture & Features