Tagged articles

Shopping Cart

32 articles · Page 1 of 1

Aug 13, 2026 · Databases

Redis vs MySQL for Shopping Carts: Why I Chose the Option That Can Lose Data

The article explains that a shopping cart can tolerate loss of recent writes but not accumulated items, outlines the data model with seven fields and a unique key, compares client‑side storage options, details merge strategies for guest and logged‑in carts, and evaluates Redis, MySQL, and hybrid solutions with concrete trade‑offs.

Backend ArchitectureData ConsistencyMySQL

0 likes · 13 min read

Redis vs MySQL for Shopping Carts: Why I Chose the Option That Can Lose Data

samdeepthink

May 12, 2026 · Backend Development

Designing a Shopping‑Cart Service for Ten‑Million Users

This article explains how to architect a high‑traffic e‑commerce shopping‑cart system that serves tens of millions of users by using a process‑chain engine, Redis Cluster as the primary store, asynchronous persistence to MySQL, and a modular design that supports multiple cart types while ensuring consistency and scalability.

Asynchronous PersistenceProcess Chain EngineRedis Cluster

0 likes · 20 min read

Designing a Shopping‑Cart Service for Ten‑Million Users

IoT Full-Stack Technology

Apr 29, 2026 · Databases

10+ Practical Redis Use Cases You Can Implement Today

This article walks through more than ten common Redis scenarios—including caching, distributed sessions, locks, global IDs, counters, rate limiting, bitmap statistics, shopping carts, timelines, message queues, lotteries, likes, product tagging, filtering, follow/fan relationships, and ranking—showing concrete command examples and code snippets for each.

BitmapFollow SystemMessage Queue

0 likes · 9 min read

10+ Practical Redis Use Cases You Can Implement Today

Java Architect Handbook

Apr 4, 2026 · Backend Development

16 Powerful Redis Use Cases Every Backend Engineer Should Know

This article presents a comprehensive guide to 16 practical Redis applications—including caching, distributed sessions, locks, global IDs, counters, rate limiting, bitmaps, shopping carts, timelines, queues, lotteries, likes, product tagging, filtering, social graphs, and leaderboards—complete with command examples, code snippets, and visual illustrations to help developers implement these patterns efficiently.

BitmapLeaderboardRedis

0 likes · 11 min read

16 Powerful Redis Use Cases Every Backend Engineer Should Know

Golang Shines

Mar 19, 2026 · Databases

Top 10 Redis Use Cases with Go: Practical Guide

This guide walks through ten classic Redis scenarios—caching, session storage, rate limiting, leaderboards, message queues, Pub/Sub, real‑time analytics, distributed locks, geospatial queries, and shopping carts—providing Go code examples, best‑practice tips, and performance considerations for each pattern.

GoLeaderboardMessage Queue

0 likes · 18 min read

Top 10 Redis Use Cases with Go: Practical Guide

DaTaobao Tech

Aug 18, 2025 · Frontend Development

Mastering Complex Drag-and-Drop for Shopping Cart UI

This article provides an in‑depth technical walkthrough of the iCart shopping‑cart drag‑and‑drop feature, detailing the architecture, grouping rules, collision handling, non‑droppable logic, hover calculations, placement callbacks, performance optimizations, and future improvements for a smooth, stable user experience.

Drag-and-DropFrontendShopping Cart

0 likes · 17 min read

Mastering Complex Drag-and-Drop for Shopping Cart UI

DaTaobao Tech

Dec 23, 2024 · Frontend Development

Optimizing Horizontal Swipe Interaction in Weex Shopping Cart

The article chronicles the evolution of horizontal swipe handling in a Weex shopping‑cart component—from laggy CSS animations to a refined BindingX implementation that adds follow‑finger motion, mutual exclusion, velocity‑based thresholds, and edge‑case fixes—demonstrating practical front‑end optimizations for fast, interactive long‑list item management.

BindingXShopping CartWeex

0 likes · 10 min read

Optimizing Horizontal Swipe Interaction in Weex Shopping Cart

Lobster Programming

Dec 2, 2024 · Backend Development

Designing Scalable E‑Commerce Shopping Carts: From Cookies to Redis

This article explores the core functions of e‑commerce shopping carts and compares client‑side storage methods such as Cookies and LocalStorage with server‑side solutions like Redis and MySQL, offering guidance on choosing the appropriate approach based on business scale and reliability requirements.

MySQLRedisShopping Cart

0 likes · 7 min read

Designing Scalable E‑Commerce Shopping Carts: From Cookies to Redis

DaTaobao Tech

Jan 17, 2024 · Backend Development

Scaling and Performance Optimization of Taobao Shopping Cart

Taobao’s shopping cart was scaled and optimized by raising the item limit to 380, deploying the cloud‑native in‑memory read‑only replica tairSQL for read‑write separation, pre‑computing promotions, compressing payloads, caching data, redesigning the protocol, introducing response‑streaming APIs, and parallelizing per‑item processing with Java’s ForkJoinPool, dramatically cutting latency during traffic spikes.

DatabaseShopping Cartcloud-native

0 likes · 15 min read

Scaling and Performance Optimization of Taobao Shopping Cart

macrozheng

Oct 11, 2023 · Backend Development

Mastering End-to-End Shopping Cart to Order Flow in a SpringBoot E‑Commerce System

This article walks through the complete shopping‑cart‑to‑order workflow of the open‑source Mall project—built with SpringBoot, Vue and uni‑app—detailing database schema, cart promotion logic, confirm‑order generation, order creation, cancellation, and payment‑success callbacks, while highlighting key design considerations and code references.

Shopping CartSpringBootbackend design

0 likes · 8 min read

Mastering End-to-End Shopping Cart to Order Flow in a SpringBoot E‑Commerce System

php Courses

Sep 29, 2023 · Backend Development

Using PHP Sessions and Cookies to Enhance Web Applications

This article explains how PHP sessions and cookies work together to manage user data, improve authentication, shopping carts, and personalization, providing code examples and best practices for secure, seamless web application development.

PHPSessionsShopping Cart

0 likes · 7 min read

Using PHP Sessions and Cookies to Enhance Web Applications

php Courses

Jul 13, 2023 · Backend Development

Building a Simple Shopping Cart with PHP and Vue.js

This tutorial demonstrates how to create a basic shopping cart system by setting up a MySQL database, implementing backend PHP scripts for CRUD operations, and integrating a Vue.js front‑end with Axios to manage products and cart interactions in a full‑stack web application.

Shopping Cartweb-development

0 likes · 9 min read

Building a Simple Shopping Cart with PHP and Vue.js

JD Cloud Developers

May 24, 2023 · Backend Development

How JD.com’s Shopping Cart Gained 30% Faster Performance with Full Asynchronous Refactoring

This article explains how JD.com’s retail shopping‑cart team tackled growing business complexity by redesigning the cart with a full asynchronous architecture, detailing the overall solution, implementation challenges such as fine‑grained retries and monitoring, and the resulting performance gains.

AsynchronousRPCShopping Cart

0 likes · 6 min read

How JD.com’s Shopping Cart Gained 30% Faster Performance with Full Asynchronous Refactoring

DaTaobao Tech

Jan 30, 2023 · Backend Development

Taobao Shopping Cart 5-Year Technical Upgrade and Accumulation

Over five years, Taobao’s shopping cart transformed through successive architectural overhauls, performance tuning, and new features, confronting scaling challenges with innovative solutions and ultimately delivering a more robust, efficient system while documenting valuable lessons learned for future large‑scale e‑commerce development.

Shopping Carte-commercesystem architecture

0 likes · 1 min read

Taobao Shopping Cart 5-Year Technical Upgrade and Accumulation

JavaEdge

Dec 14, 2022 · Backend Development

Designing Scalable Shopping Cart Storage: Principles and Choices

This article explains how to design the storage layer for an e‑commerce shopping cart, covering core functionalities, required attributes, client‑side temporary storage, server‑side persistence options with MySQL and Redis, and the trade‑offs between reliability, performance, and complexity.

Data synchronizationMySQLRedis

0 likes · 12 min read

Designing Scalable Shopping Cart Storage: Principles and Choices

JD Tech

Nov 18, 2022 · Backend Development

Paginated Loading of Shopping Cart Auxiliary Information in JD E‑commerce Platform

This article examines the challenges of scaling JD's shopping cart, proposes a paginated loading strategy for auxiliary product information to reduce backend load and improve user experience, and details the technical design, pagination options, pre‑loading mechanisms, and measured performance benefits.

Asynchronous LoadingShopping Cartbackend

0 likes · 14 min read

Paginated Loading of Shopping Cart Auxiliary Information in JD E‑commerce Platform

JD Retail Technology

Oct 10, 2022 · Backend Development

Design and Implementation of Asynchronous Pagination for JD Shopping Cart Auxiliary Information

This article presents a comprehensive case study of how JD.com tackled the growing load of its shopping‑cart service by introducing an asynchronous pagination mechanism for auxiliary product information, detailing the background, objectives, technical architecture, challenges, and measurable performance and cost benefits.

Asynchronous LoadingJD.comShopping Cart

0 likes · 13 min read

Design and Implementation of Asynchronous Pagination for JD Shopping Cart Auxiliary Information

JD Retail Technology

Sep 13, 2022 · Backend Development

Asynchronous Refactoring of the Shopping Cart to Boost Performance

The article outlines the growing challenges of a high‑traffic shopping cart caused by numerous RPC dependencies, proposes a full asynchronous redesign—including parallel RPC calls, batch pagination, and JSF CompletableFuture usage—addresses retry, monitoring, and timeout issues, and reports a 30% latency reduction.

AsynchronousRPCShopping Cart

0 likes · 6 min read

Asynchronous Refactoring of the Shopping Cart to Boost Performance

Alibaba Terminal Technology

Aug 17, 2022 · Product Management

Inside Taobao’s Shopping Cart Evolution: Boosting User Experience & Conversion

This article chronicles the evolution of Taobao’s shopping cart over four years, detailing its core functions, product positioning, business goals, user‑experience upgrades, technical breakthroughs, and future roadmap, while highlighting how strategic product and engineering improvements drove higher conversion and smoother checkout.

Shopping CartTechnical Architecturee-commerce

0 likes · 38 min read

Inside Taobao’s Shopping Cart Evolution: Boosting User Experience & Conversion

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.

Conversion OptimizationShopping CartTechnical Architecture

0 likes · 38 min read

Evolution and Technical Advances of Taobao Shopping Cart

Su San Talks Tech

Mar 18, 2022 · Databases

Unlock 16 Powerful Redis Patterns for Scalable Backend Systems

This article presents sixteen practical Redis use cases—including caching, distributed sessions, locks, global IDs, counters, rate limiting, bitmaps, shopping carts, timelines, queues, lotteries, likes, tags, filtering, follow models, and ranking—illustrating how to leverage Redis data structures for high‑performance, scalable backend applications.

BitmapsLocksMessage Queue

0 likes · 9 min read

Unlock 16 Powerful Redis Patterns for Scalable Backend Systems

Top Architect

Nov 24, 2021 · Cloud Computing

Design and Architecture of a Cloud Shopping Cart System

This article explains the functional purpose, layered and cluster designs, distributed architecture, caching strategies, asynchronous checks, storage heterogeneity, payment solutions, and anti‑bot mechanisms of a cloud‑based shopping cart, highlighting stability, high performance, elasticity, and fault‑tolerance.

Shopping Cartarchitecturebackend

0 likes · 5 min read

Design and Architecture of a Cloud Shopping Cart System

IT Architects Alliance

Nov 23, 2021 · Backend Development

Design and Architecture of a Cloud Shopping Cart System

The article explains the functional purpose, early evolution, layered and clustered design, distributed technical architecture, caching, asynchronous checks, heterogeneous storage, payment solutions, and anti‑bot measures of a cloud‑based shopping cart, highlighting stability, performance, elasticity, and fault‑tolerance.

Shopping Cartbackendcaching

0 likes · 6 min read

Java High-Performance Architecture

Nov 7, 2021 · Backend Development

Designing a Scalable Shopping Cart Service with Go and Redis: Architecture & Patterns

This article explains how to design a robust e‑commerce shopping‑cart service by separating business, system, and technical architectures, applying DDD, strategy and chain‑of‑responsibility patterns, and choosing Redis data structures for high‑performance storage.

Backend ArchitectureDesign PatternsDomain-Driven Design

0 likes · 20 min read

Designing a Scalable Shopping Cart Service with Go and Redis: Architecture & Patterns

IT Architects Alliance

Aug 1, 2021 · Backend Development

Design and Architecture of a Cloud Shopping Cart System

This article explains the design and architecture of a cloud-based shopping cart system, covering its functional modules, layered and cluster designs, distributed goals such as stability and elasticity, three-level caching, asynchronous checks, heterogeneous storage, payment solutions, and anti‑scalping measures.

Payment IntegrationShopping Cartbackend development

0 likes · 5 min read

ITFLY8 Architecture Home

Aug 1, 2021 · Backend Development

Designing a Scalable Cloud Shopping Cart: Architecture, Caching, and Payment Strategies

This article details the design and architecture of a cloud‑based shopping cart system, covering its functional modules, layered and cluster designs, technical goals such as stability and elasticity, three‑level caching, asynchronous checks, storage heterogeneity, and payment‑processing solutions.

Cloud ComputingDistributed ArchitectureHigh Availability

0 likes · 4 min read

Designing a Scalable Cloud Shopping Cart: Architecture, Caching, and Payment Strategies

IT Architects Alliance

Jul 19, 2021 · Backend Development

Design and Architecture of a Cloud‑Based Shopping Cart System

This article outlines the design principles, layered and cluster architecture, technical requirements, caching strategies, and payment integration of a cloud‑based shopping cart system, highlighting how distributed backend components ensure stability, high performance, elasticity, and anti‑fraud measures.

Shopping Cartbackendcloud

0 likes · 4 min read

Design and Architecture of a Cloud‑Based Shopping Cart System

Architecture Digest

Jul 14, 2021 · Cloud Computing

Design and Architecture of a Cloud Shopping Cart System

The article explains the purpose, layered and cluster designs, distributed technical architecture, caching strategies, asynchronous checks, storage heterogeneity, payment solutions, and anti‑scalper mechanisms of a cloud‑based shopping cart, highlighting stability, high performance, elasticity, and fault‑tolerance requirements.

Shopping Cartclouddistributed-systems

0 likes · 4 min read

21CTO

Jul 8, 2021 · Backend Development

How a Cloud Shopping Cart Achieves Scalability, Reliability, and Performance

This article explains the architecture of a cloud‑based shopping cart, covering its functional roles, layered and cluster designs, distributed technical architecture goals, three‑tier caching, storage heterogeneity, payment solutions, Nginx+LUA aggregation, anti‑bot measures, and multi‑dimensional user feature identification.

Cloud ComputingHigh AvailabilityShopping Cart

0 likes · 5 min read

How a Cloud Shopping Cart Achieves Scalability, Reliability, and Performance

macrozheng

Jul 23, 2019 · Backend Development

Mastering E‑Commerce Cart & Order Flow: Database Schema and Process Walkthrough

This article dissects the e‑commerce shopping cart database schema, explains the end‑to‑end order lifecycle—from adding items and calculating promotions to generating confirmation orders, creating orders, and handling cancellations—while highlighting key implementation details and code references for backend developers.

Shopping Cartdatabase-schemae-commerce

0 likes · 7 min read

Mastering E‑Commerce Cart & Order Flow: Database Schema and Process Walkthrough

Java Captain

Apr 18, 2018 · Backend Development

Java Shopping Cart Implementation Using Cookies, Redis, and Spring MVC

This article explains how to implement a shopping cart in Java by handling four login scenarios, defining BuyerCart and BuyerItem beans, using JavaScript and Spring MVC controllers to add items, persisting cart data in cookies or Redis, converting objects to JSON with ObjectMapper, managing sessions, and validating stock before checkout.

RedisShopping Cartbackend development

0 likes · 17 min read

Java Shopping Cart Implementation Using Cookies, Redis, and Spring MVC

Tencent IMWeb Frontend Team

Jun 22, 2017 · Frontend Development

Build a Fully Functional Shopping Cart in WeChat Mini Programs

This tutorial walks through implementing a feature‑rich shopping cart in a WeChat Mini Program, covering data structures, UI binding, selection handling, total‑price calculation, quantity adjustment, and item deletion for a complete beginner‑friendly solution.

FrontendMini ProgramShopping Cart

0 likes · 4 min read

Build a Fully Functional Shopping Cart in WeChat Mini Programs