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ByteDance SE Lab
ByteDance SE Lab
Jun 28, 2022 · Backend Development

Douyin's Video Red Packet System: Architecture, Scaling Challenges & Solutions

During the Chinese New Year campaign, Douyin integrated video creation with red packet gifting, supporting both B2C and C2C flows; this article details the system’s core operations, modular design, high‑traffic subsidy handling, concurrency strategies, fault tolerance, security measures, and comprehensive performance testing.

Backend ArchitectureScalabilitySystem Design
0 likes · 24 min read
Douyin's Video Red Packet System: Architecture, Scaling Challenges & Solutions
Architecture Digest
Architecture Digest
Jun 27, 2022 · Backend Development

Design and Evolution of Baidu Comment Platform: Architecture, Performance Optimization, and Stability

This article details the architecture, design principles, performance enhancements, and reliability strategies of Baidu's comment middle‑platform, which supports billions of daily requests across dozens of products while ensuring high availability, low latency, and continuous iterative development.

Backend ArchitectureComment Systemdistributed services
0 likes · 17 min read
Design and Evolution of Baidu Comment Platform: Architecture, Performance Optimization, and Stability
Top Architect
Top Architect
Jun 26, 2022 · Backend Development

Choosing Reliable Solutions for Delayed Task Execution in E‑commerce Systems

The article evaluates common delayed‑task implementations such as message‑queue scheduling, Redis expiration listening, RabbitMQ dead‑letter queues, time wheels, and Redisson delay queues, highlighting their drawbacks and recommending robust backend approaches for reliable order‑closure processing.

Backend ArchitectureRabbitMQdelayed tasks
0 likes · 9 min read
Choosing Reliable Solutions for Delayed Task Execution in E‑commerce Systems
Architect's Guide
Architect's Guide
Jun 24, 2022 · Backend Development

High Concurrency Architecture and Strategies for Scalable Backend Systems

This article presents a comprehensive guide to designing high‑concurrency backend solutions, covering server architecture, load balancing, database clustering, caching layers, message queues, asynchronous processing, service‑oriented design, redundancy, and automation to ensure reliable performance under massive user traffic.

Backend Architectureasynchronous processinghigh concurrency
0 likes · 19 min read
High Concurrency Architecture and Strategies for Scalable Backend Systems
Architecture Digest
Architecture Digest
Jun 20, 2022 · Backend Development

Architectural Guide: Microservices, Service Mesh, Messaging, and Observability

This article presents a comprehensive architectural roadmap covering microservice fundamentals, design principles, service discovery, API protocols, gateway patterns, observability pillars, service mesh options, and a detailed comparison of modern message‑queue technologies, offering practical guidance for backend system design and selection.

Backend ArchitectureCloud NativeMicroservices
0 likes · 28 min read
Architectural Guide: Microservices, Service Mesh, Messaging, and Observability
ITPUB
ITPUB
Jun 17, 2022 · Backend Development

How to Design DDD Code Implementation Models: A Practical Guide with Real-World Example

This article explains how to translate complex Domain‑Driven Design concepts into concrete code structures, covering domain objects, application services, infrastructure, and context integration, and demonstrates the approach with a ticket‑service case study using Spring Boot and Spring Cloud Stream.

Backend ArchitectureDDDDomain-Driven Design
0 likes · 14 min read
How to Design DDD Code Implementation Models: A Practical Guide with Real-World Example
IT Architects Alliance
IT Architects Alliance
Jun 14, 2022 · Backend Development

8 Essential Backend Architecture Patterns Every Engineer Should Master

This article explores eight common backend architecture patterns—from simple single‑database setups to microservices, caching, sharding, elastic scaling, and multi‑region deployments—detailing their design principles, typical use cases, advantages, drawbacks, and practical implementation steps.

Backend ArchitectureDesign PatternsMicroservices
0 likes · 23 min read
8 Essential Backend Architecture Patterns Every Engineer Should Master
Java High-Performance Architecture
Java High-Performance Architecture
Jun 14, 2022 · Backend Development

How WeChat Handled 100 Billion Red Packet Requests During the Spring Festival Gala

This article explains how WeChat engineered a high‑concurrency backend to support billions of shake‑to‑receive red‑packet requests during the Spring Festival Gala, detailing the prototype system, challenges, iterative solutions, and the final production version that processed over 110 billion shakes with peak loads of 14 million requests per second.

Backend ArchitectureLoad TestingWeChat
0 likes · 18 min read
How WeChat Handled 100 Billion Red Packet Requests During the Spring Festival Gala
21CTO
21CTO
May 30, 2022 · Backend Development

How Twitter Scaled Timelines: Fan‑Out, Redis, and Architecture Secrets

This article analyzes Twitter's early architectural choices for handling massive user growth, detailing how fan‑out, precomputed home timelines stored in Redis, and selective write strategies enabled the platform to serve hundreds of thousands of timeline requests per second while keeping latency low.

Backend ArchitectureFan-outTwitter
0 likes · 8 min read
How Twitter Scaled Timelines: Fan‑Out, Redis, and Architecture Secrets
Su San Talks Tech
Su San Talks Tech
May 23, 2022 · Backend Development

Unveiling Tomcat’s Architecture: Design Principles, Core Components, and Patterns

Explore Tomcat’s mature architecture, from its connector and container components to class loader hierarchy, revealing how design patterns like composite, observer, and template method shape its modular, extensible system and offering practical insights for mastering Java web server internals.

Backend ArchitectureClass LoaderDesign Patterns
0 likes · 42 min read
Unveiling Tomcat’s Architecture: Design Principles, Core Components, and Patterns
Dada Group Technology
Dada Group Technology
May 20, 2022 · Backend Development

Design and Evolution of JD Daojia Product Governance System

The article details the background, architecture, early challenges, redesign principles, business and technical issues, and future plans of JD Daojia's product governance system, illustrating how a micro‑service based backend platform detects and resolves compliance problems such as sensitive words, inaccurate weight, and image violations.

Backend ArchitectureMicroservicesSystem Design
0 likes · 15 min read
Design and Evolution of JD Daojia Product Governance System
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 Architecturee‑commerceorder system
0 likes · 18 min read
Design and Evolution of an E‑commerce Order System
Architects Research Society
Architects Research Society
May 7, 2022 · Backend Development

System Design of Hotel Booking Applications: Microservices Architecture, Databases, and Messaging

This article explains how large hotel‑booking platforms such as Airbnb, Booking.com and OYO use a micro‑services architecture, load balancers, master‑slave databases, caching, message queues, Elasticsearch, Cassandra and Hadoop to deliver seamless hotel management, search, booking and view‑booking services at massive scale.

Backend ArchitectureMessagingSystem Design
0 likes · 7 min read
System Design of Hotel Booking Applications: Microservices Architecture, Databases, and Messaging
Top Architect
Top Architect
Apr 30, 2022 · Backend Development

Scaling Strategies, Hardware Expansion, and Distributed ID Generation in Backend Systems

The article explains why capacity expansion is needed, compares whole‑machine and component‑level scaling, introduces the AKF splitting principle, discusses challenges of distributed architectures, and reviews database clustering and distributed ID generation techniques such as UUID and Snowflake.

Backend Architecturedistributed-idelastic scaling
0 likes · 12 min read
Scaling Strategies, Hardware Expansion, and Distributed ID Generation in Backend Systems
Code Ape Tech Column
Code Ape Tech Column
Apr 29, 2022 · Backend Development

AKF Microservice Splitting Principles: X‑Axis, Y‑Axis, and Z‑Axis Partitioning for Cluster Design

The article explains how to address single‑node limitations by clustering servers using the AKF microservice splitting principle, detailing X‑axis horizontal replication, Y‑axis business‑oriented partitioning, and Z‑axis data‑source segmentation to achieve scalable, fault‑tolerant backend architectures.

AKF principleBackend ArchitectureMicroservices
0 likes · 5 min read
AKF Microservice Splitting Principles: X‑Axis, Y‑Axis, and Z‑Axis Partitioning for Cluster Design
Open Source Linux
Open Source Linux
Apr 27, 2022 · Backend Development

From Single Server to Cloud: 14 Stages of Scaling a Large Website

This article walks through the step‑by‑step evolution of a high‑traffic e‑commerce site—from a single‑machine setup to cloud‑native microservices—detailing each architectural milestone, the technologies involved, and the design principles that guide scaling from hundreds to millions of concurrent users.

Backend ArchitectureMicroservicesScalability
0 likes · 22 min read
From Single Server to Cloud: 14 Stages of Scaling a Large Website
Cloud Native Technology Community
Cloud Native Technology Community
Apr 26, 2022 · Backend Development

Rapid Event Notification System (RENO) at Netflix: Design, Architecture, and Lessons Learned

Netflix built the Rapid Event Notification (RENO) system to deliver real‑time, scalable, and prioritized notifications across millions of devices, handling diverse use cases such as watch activity, personalization updates, plan changes, and diagnostics while managing high request‑per‑second loads through a hybrid push‑pull model and targeted delivery.

Backend ArchitectureDistributed SystemsNetflix
0 likes · 13 min read
Rapid Event Notification System (RENO) at Netflix: Design, Architecture, and Lessons Learned
Alibaba Terminal Technology
Alibaba Terminal Technology
Apr 25, 2022 · Backend Development

How RTMS Revolutionizes Real‑Time Messaging for Massive Interactive Apps

RTMS (Real Time Message Service) is a frame‑synchronization‑based real‑time communication solution that offloads logic from the server, uses in‑memory processing, and employs decentralized, non‑persistent, publish‑subscribe routing to dramatically improve latency, scalability, and interactivity for high‑frequency multi‑user scenarios.

Backend ArchitectureDecentralizationDistributed Systems
0 likes · 10 min read
How RTMS Revolutionizes Real‑Time Messaging for Massive Interactive Apps
Top Architect
Top Architect
Apr 23, 2022 · Big Data

Ensuring No Duplicate and No Loss in Baidu Log Middle Platform: Architecture, Challenges, and Solutions

This article explains the design, implementation, and future plans of Baidu's log middle platform, detailing its lifecycle management, service architecture, data reliability goals of eliminating duplication and loss, and the technical measures taken across SDKs, servers, and streaming pipelines to achieve near‑100% data integrity.

Backend ArchitectureBig DataData Reliability
0 likes · 15 min read
Ensuring No Duplicate and No Loss in Baidu Log Middle Platform: Architecture, Challenges, and Solutions
MaGe Linux Operations
MaGe Linux Operations
Apr 22, 2022 · Backend Development

Essential Microservice Patterns: Decomposition, Integration & Observability

This article outlines the key microservice design patterns—including decomposition, integration, event‑driven, saga, and observability techniques—while explaining their goals, principles, and practical considerations such as database per service, CQRS, and cross‑cutting concerns like health checks and circuit breakers.

Backend ArchitectureDesign PatternsMicroservices
0 likes · 19 min read
Essential Microservice Patterns: Decomposition, Integration & Observability
Zuoyebang Tech Team
Zuoyebang Tech Team
Apr 21, 2022 · Backend Development

How to Build a High‑Concurrency, Low‑Latency Live Streaming System for Online Education

This article details the design and implementation of a self‑developed interactive live‑streaming platform that supports massive concurrent users and ultra‑low latency for online education, covering business scenarios, technical abstractions, key low‑latency and high‑concurrency techniques, and real‑world performance results.

Backend ArchitectureKCPLow latency
0 likes · 16 min read
How to Build a High‑Concurrency, Low‑Latency Live Streaming System for Online Education
Baidu Geek Talk
Baidu Geek Talk
Apr 20, 2022 · Backend Development

How to Build a Scalable, Smart Recommendation Slot for Short‑Video Apps

This article explains the background, design principles, high‑concurrency handling, storage optimization, rule‑engine implementation, and intelligent scheduling needed to create a universal, stable, extensible, and intelligent recommendation slot that enriches short‑video app ecosystems.

Backend ArchitectureScalabilityhigh concurrency
0 likes · 14 min read
How to Build a Scalable, Smart Recommendation Slot for Short‑Video Apps
HomeTech
HomeTech
Apr 20, 2022 · Backend Development

How to Build a Clean DDD Microservice Architecture: Layers, Naming Rules, and Code Model

This article walks through constructing a welfare‑center microservice using Domain‑Driven Design, detailing a four‑layer architecture, strict naming conventions for POJOs, method naming rules, code‑style guidelines, directory layout, and concrete Java examples for adapters, services, domain objects, and infrastructure components.

Backend ArchitectureDDDDomain-Driven Design
0 likes · 16 min read
How to Build a Clean DDD Microservice Architecture: Layers, Naming Rules, and Code Model
IT Architects Alliance
IT Architects Alliance
Apr 19, 2022 · Backend Development

Mastering Application Layering: From Alibaba Standards to Practical Optimizations

This article examines common misconceptions about application layering, outlines essential criteria for effective layering, details Alibaba's official multi‑layer architecture, proposes an optimized layering approach with clear responsibilities for controllers, services, managers, and DAOs, and explains domain model conversions across layers.

Alibaba standardsBackend ArchitectureController
0 likes · 9 min read
Mastering Application Layering: From Alibaba Standards to Practical Optimizations
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
Architect
Architect
Apr 18, 2022 · Big Data

Ensuring Data Accuracy and Reliability in Baidu's Log Middle Platform

This article describes Baidu's log middle platform architecture, its data lifecycle management, integration status, terminology, service overview, core challenges of ensuring data accuracy, and the implemented optimizations for persistent storage, service decomposition, and SDK reporting to achieve near‑100% no‑repeat no‑loss reliability.

Backend ArchitectureBig DataData Reliability
0 likes · 15 min read
Ensuring Data Accuracy and Reliability in Baidu's Log Middle Platform
Top Architect
Top Architect
Apr 14, 2022 · Backend Development

Best Practices for Application Layering in Backend Development

The article discusses the importance of proper application layering in backend development, critiques common misuse of controller and service layers, outlines Alibaba's recommended multi‑layer architecture—including open API, presentation, web, service, manager, and DAO layers—offers optimization suggestions, and highlights domain model conversions.

Alibaba guidelinesBackend ArchitectureLayered Design
0 likes · 9 min read
Best Practices for Application Layering in Backend Development
Architecture Digest
Architecture Digest
Apr 12, 2022 · Backend Development

AKF Principle: X‑Y‑Z Axis Splitting for Scalable Microservice Clusters

The article explains how to address single‑point failures and capacity limits in server clusters by applying the AKF principle, detailing X‑axis horizontal replication, Y‑axis business‑function splitting, and Z‑axis data‑access splitting to achieve robust, scalable microservice architectures.

AKF principleBackend ArchitectureMicroservices
0 likes · 5 min read
AKF Principle: X‑Y‑Z Axis Splitting for Scalable Microservice Clusters
IT Architects Alliance
IT Architects Alliance
Apr 9, 2022 · Cloud Native

Mastering AKF: X‑Y‑Z Axis Splits to Eliminate Single‑Point Failures in Microservices

The article explains how to address single‑point failures, limited capacity, and performance bottlenecks when scaling a single‑node service by introducing the AKF microservice design principle—X‑axis horizontal replication, Y‑axis functional separation, and Z‑axis data‑driven partitioning—detailing each split type with diagrams and practical considerations.

AKF principleBackend ArchitectureData Partitioning
0 likes · 5 min read
Mastering AKF: X‑Y‑Z Axis Splits to Eliminate Single‑Point Failures in Microservices
Architects Research Society
Architects Research Society
Apr 8, 2022 · Backend Development

Top Microservices Design Patterns for Building Applications

This article explains microservices fundamentals, outlines key design principles, and details ten essential design patterns—including Aggregator, API Gateway, Chain of Responsibility, Asynchronous Messaging, Shared Database, Event Sourcing, Branch, CQRS, Circuit Breaker, and Decomposition—to help developers build scalable, resilient applications.

Backend ArchitectureCQRSDesign Patterns
0 likes · 15 min read
Top Microservices Design Patterns for Building Applications
Architect
Architect
Apr 6, 2022 · Backend Development

Application Layering Principles and Practices in Backend Architecture

The article explains the importance of clear application layering, compares Alibaba's recommended multi‑layer architecture with practical optimizations, describes each layer’s responsibilities, discusses domain model transformations, and offers guidelines for maintaining clean, reusable, and maintainable backend code.

Backend ArchitectureService Layerapplication layering
0 likes · 10 min read
Application Layering Principles and Practices in Backend Architecture
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
Java High-Performance Architecture
Java High-Performance Architecture
Apr 3, 2022 · Backend Development

Why Choose Microservices? A Complete Roadmap for Modern Backend Architecture

This article presents a comprehensive roadmap for adopting microservice architecture, explaining its benefits, core concepts, and essential tools such as Docker, container orchestration, API gateways, load balancing, service discovery, event buses, logging, monitoring, distributed tracing, data persistence, caching, and cloud providers, helping developers transition from monolithic to scalable systems.

Backend Architecture
0 likes · 16 min read
Why Choose Microservices? A Complete Roadmap for Modern Backend Architecture
Senior Brother's Insights
Senior Brother's Insights
Mar 29, 2022 · Backend Development

Dual‑Center Elasticsearch & Multi‑Cluster Redis Power 20k+ TPS for Billion‑User Membership

This article explains how a large‑scale membership system serving over a billion users achieved high performance and availability by deploying dual‑center Elasticsearch clusters, traffic‑isolated ES clusters, deep ES optimizations, a Redis caching layer with dual‑center replication, and a seamless migration from SQL Server to sharded MySQL, while also outlining future fine‑grained flow‑control and degradation strategies.

Backend Architecturehigh availabilityredis
0 likes · 20 min read
Dual‑Center Elasticsearch & Multi‑Cluster Redis Power 20k+ TPS for Billion‑User Membership
Architect
Architect
Mar 29, 2022 · Backend Development

Design and Implementation of Baidu's Product Promotion System

This article details the architecture, core services, user interfaces, and technical challenges of Baidu's product promotion system, explaining the roles of traffic owners and advertisers, the CPS billing model, dynamic library reporting, and database batch‑write optimizations for high‑throughput e‑commerce scenarios.

Backend ArchitectureBaiduCPS
0 likes · 17 min read
Design and Implementation of Baidu's Product Promotion System
dbaplus Community
dbaplus Community
Mar 27, 2022 · Backend Development

When to Choose Kafka Over RabbitMQ: A Six‑Scenario Comparison

This article compares Kafka and RabbitMQ across six real‑world scenarios—message ordering, routing, timeout handling, persistence, error handling, and throughput—to help engineers decide which message queue best fits their system requirements.

Backend ArchitectureKafkaMessage Ordering
0 likes · 12 min read
When to Choose Kafka Over RabbitMQ: A Six‑Scenario Comparison
Top Architect
Top Architect
Mar 25, 2022 · Backend Development

Design and Architecture of Baidu Transaction Middleware Order System

This article explains the business model, capabilities, service types, order lifecycle, and detailed architectural evolution of Baidu's transaction middle‑platform order system, covering instruction orchestration, performance optimizations such as caching, async execution, ThreadLocal handling, and database sharding for high‑throughput scenarios.

Backend ArchitectureDistributed Systemsdatabase sharding
0 likes · 15 min read
Design and Architecture of Baidu Transaction Middleware Order System
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 ArchitectureWorkflow Enginee‑commerce
0 likes · 13 min read
Design and Core Functions of an E‑commerce Order System
Yang Money Pot Technology Team
Yang Money Pot Technology Team
Mar 24, 2022 · Backend Development

Design and Implementation of a Flexible Membership Rights System

This article presents a comprehensive design and implementation of a flexible membership rights system, covering business goals, a rights configuration pool, user rights acquisition and execution flows, template‑method pattern, distributed locking, and asynchronous job handling to achieve smooth product upgrades and reliable rights management.

Backend ArchitectureDesign PatternsJava
0 likes · 18 min read
Design and Implementation of a Flexible Membership Rights System
Top Architect
Top Architect
Mar 19, 2022 · Backend Development

Meituan Instant Logistics: Distributed System Architecture Evolution and Challenges

The article details Meituan's five‑year journey in building a highly available, low‑latency distributed instant‑logistics platform, describing its architectural evolution from vertical services to micro‑services, the integration of AI for cost‑efficiency‑experience optimization, and the operational challenges and solutions for scaling, consistency, and fault tolerance.

Backend ArchitectureDistributed SystemsMeituan
0 likes · 11 min read
Meituan Instant Logistics: Distributed System Architecture Evolution and Challenges
Baidu Geek Talk
Baidu Geek Talk
Mar 16, 2022 · Backend Development

How Baidu’s Transaction Accounting System Handles Real‑Time Reconciliation

This article explains the design of Baidu's transaction accounting platform, covering business scenarios, the flow of transaction records, system architecture, real‑time data synchronization via Canal, Elasticsearch storage strategies, consistency guarantees, and aggregation techniques for accurate merchant financial reconciliation.

Backend ArchitectureCanalElasticsearch
0 likes · 14 min read
How Baidu’s Transaction Accounting System Handles Real‑Time Reconciliation
Alibaba Cloud Developer
Alibaba Cloud Developer
Mar 14, 2022 · Backend Development

Designing a Lightweight Domain‑Driven Layered Architecture for Java Backend

This article presents a lightweight, domain‑model‑based layered architecture for Java backend development, detailing six layers (web, biz, dal, client, common, facade), their package structures, call relationships, layer conventions, and providing reusable code snippets and utilities to guide clean and maintainable application design.

Backend ArchitectureJavaLayered Design
0 likes · 12 min read
Designing a Lightweight Domain‑Driven Layered Architecture for Java Backend
Qunar Tech Salon
Qunar Tech Salon
Mar 7, 2022 · Backend Development

High-Concurrency Flight Pricing System Design and Optimization at Qunar

This article details Qunar's high‑concurrency flight pricing architecture, covering the origin of pricing data, two‑level caching design, a cache‑management system, CQRS‑based policy storage, data compression techniques, and performance improvements achieved through these optimizations.

Backend ArchitectureCQRScaching
0 likes · 20 min read
High-Concurrency Flight Pricing System Design and Optimization at Qunar
Architect
Architect
Mar 7, 2022 · Backend Development

Differences Between Microservices and Monolithic Architecture and Managing Data Sharing and Service Dependencies

The article explains how microservices differ from monolithic applications, discusses the challenges of data sharing and service dependencies, and offers practical approaches such as one‑way dependencies, aggregation services, HTTP API design, and using a shared Redis cache to improve performance and reliability.

Backend ArchitectureMicroservicesService Dependency
0 likes · 8 min read
Differences Between Microservices and Monolithic Architecture and Managing Data Sharing and Service Dependencies
Beike Product & Technology
Beike Product & Technology
Mar 3, 2022 · Backend Development

Design and Stability Practices of the Beike Storage Gateway

This article details the architecture, S3‑compatible functionality, rate‑ and bandwidth‑limiting mechanisms, dependency degradation strategies, multi‑cloud switching, monitoring, and future roadmap of the Beike storage gateway, illustrating how it achieves high availability and scalability for billions of objects.

Backend ArchitectureS3 protocolbandwidth limiting
0 likes · 12 min read
Design and Stability Practices of the Beike Storage Gateway
IT Architects Alliance
IT Architects Alliance
Feb 27, 2022 · Backend Development

Why Message Queues Matter: Decoupling, Asynchrony, and Real‑World Pitfalls

This article explains how message queues help decouple services, enable asynchronous processing, smooth traffic spikes, and improve system resilience, while also detailing common challenges such as reduced availability, increased complexity, duplicate consumption, data consistency, message loss, ordering, and backlog, along with practical mitigation strategies.

Backend ArchitectureData ConsistencyDecoupling
0 likes · 15 min read
Why Message Queues Matter: Decoupling, Asynchrony, and Real‑World Pitfalls
Top Architect
Top Architect
Feb 26, 2022 · Backend Development

Design and Analysis of a Flash‑Sale System: Architecture, Request Flow, and Lock Strategies

This article analyzes the business scenario of flash‑sale (秒杀) systems, outlines their technical characteristics, dissects the request chain, compares optimistic and pessimistic locking mechanisms with code examples, and presents a comparative table of concurrency‑control outcomes.

Backend ArchitectureConcurrency Controlflash sale
0 likes · 8 min read
Design and Analysis of a Flash‑Sale System: Architecture, Request Flow, and Lock Strategies
Architecture Digest
Architecture Digest
Feb 26, 2022 · Backend Development

Evolution of Meituan Instant Logistics Distributed Architecture and Operational Practices

The article describes Meituan's five‑year journey in instant logistics, detailing the challenges of massive order‑rider matching, high traffic spikes, ultra‑low latency requirements, and how a layered, micro‑service‑based distributed architecture combined with AI techniques was progressively adopted to achieve scalability, reliability, and cost efficiency.

AI integrationBackend ArchitectureDistributed Systems
0 likes · 12 min read
Evolution of Meituan Instant Logistics Distributed Architecture and Operational Practices
Architect
Architect
Feb 24, 2022 · Backend Development

Design and Analysis of Flash‑Sale (秒杀) Systems: Scenarios, Technical Characteristics, Request Chain, and Lock Strategies

This article examines flash‑sale systems by outlining typical business scenarios, analyzing read‑heavy and high‑concurrency technical traits, detailing the end‑to‑end request flow, and comparing optimistic, retry‑optimistic, and pessimistic locking mechanisms with practical SQL examples and performance tables.

Backend Architecturedatabase lockingflash sale
0 likes · 9 min read
Design and Analysis of Flash‑Sale (秒杀) Systems: Scenarios, Technical Characteristics, Request Chain, and Lock Strategies
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%
Ctrip Technology
Ctrip Technology
Feb 17, 2022 · Databases

Building a Hotel Information Graph with Nebula Graph at Ctrip: Architecture, Challenges, and Solutions

This article details how Ctrip’s hotel tech team built an information‑graph platform using Nebula Graph to link user scenarios with hotel data, addressing challenges of scene‑information mapping, data richness, and operational efficiency through a unified backend architecture, deployment strategies, and schema design.

Backend ArchitectureData PlatformNebula Graph
0 likes · 21 min read
Building a Hotel Information Graph with Nebula Graph at Ctrip: Architecture, Challenges, and Solutions
IT Architects Alliance
IT Architects Alliance
Feb 8, 2022 · Backend Development

Designing a Daily Million-Transaction Payment Reconciliation System

This article explains how to architect a payment reconciliation system that can reliably process tens of millions of transactions per day, covering the underlying logic, scalability challenges, data collection methods, big‑data integration, and step‑by‑step processing flows to ensure accurate financial matching.

Backend ArchitectureBig DataHive
0 likes · 32 min read
Designing a Daily Million-Transaction Payment Reconciliation System
IT Architects Alliance
IT Architects Alliance
Feb 4, 2022 · Backend Development

How Our Recommendation Engine Evolved from V1.0 to V3.0

This article details the three‑stage evolution of an e‑commerce recommendation framework—V1.0’s simple strategy‑factory design, V2.0’s vertical business split, and V3.0’s configurable pipeline with dynamic server‑client configuration, addressing scalability, isolation, and AB‑testing challenges.

AB testingBackend ArchitectureMicroservices
0 likes · 14 min read
How Our Recommendation Engine Evolved from V1.0 to V3.0
Top Architect
Top Architect
Feb 1, 2022 · Backend Development

Designing a Scalable Backend Architecture for Millions of Daily Active Users

The article outlines a comprehensive backend architecture for handling millions of daily active users, covering DNS routing, layer‑4/7 load balancing, monolithic versus microservice deployment, caching, database sharding, hybrid‑cloud strategies, elastic scaling, and multi‑level degradation mechanisms.

Backend ArchitectureScalabilityelastic scaling
0 likes · 12 min read
Designing a Scalable Backend Architecture for Millions of Daily Active Users
Qingyun Technology Community
Qingyun Technology Community
Jan 28, 2022 · Operations

How to Build an Efficient Organization Data Sync Service to Cut Costs and Boost Security

This article explains why many enterprises struggle with fragmented user management across multiple systems, outlines the prerequisites for a centralized organization center, and details practical full‑sync and incremental sync schemes, strategies, and transactional safeguards to achieve seamless, secure personnel data synchronization.

Backend ArchitectureIdentity ManagementSystem Integration
0 likes · 9 min read
How to Build an Efficient Organization Data Sync Service to Cut Costs and Boost Security
DeWu Technology
DeWu Technology
Jan 26, 2022 · Operations

Gray Release Strategy and Architecture for Online Customer Service System

The article describes the “小得物” gray‑release environment—a single‑region, isolated production setup that adds dedicated SLBs and DLB routing, uses UID‑based user and staff segmentation via HTTP headers and message metadata, and enables daytime partial‑traffic releases for the online customer‑service system, dramatically improving stability and reducing incident rates.

Backend ArchitectureDeploymentgray release
0 likes · 10 min read
Gray Release Strategy and Architecture for Online Customer Service System
Java Backend Technology
Java Backend Technology
Jan 26, 2022 · Backend Development

How to Simulate 100 Million WeChat Red‑Packet Requests on a Single Server

This article details a practical backend engineering experiment that reproduces the massive load of 100 billion WeChat red‑packet requests by simulating one million concurrent users on a single machine, covering target metrics, hardware/software choices, architecture, implementation steps, performance testing, and analysis of the results.

Backend ArchitectureGoLoad Simulation
0 likes · 18 min read
How to Simulate 100 Million WeChat Red‑Packet Requests on a Single Server
Top Architect
Top Architect
Jan 25, 2022 · Backend Development

Design and Implementation of a High‑Concurrency WeChat Red‑Envelope System Simulating 10 Billion Requests

This article details the design, goals, hardware and software choices, implementation techniques, performance testing phases, and analysis of a prototype backend capable of handling one million concurrent connections and up to 60 k QPS to simulate the massive load of ten billion WeChat red‑envelope requests.

Backend ArchitectureDistributed SystemsGo
0 likes · 18 min read
Design and Implementation of a High‑Concurrency WeChat Red‑Envelope System Simulating 10 Billion Requests
Java Interview Crash Guide
Java Interview Crash Guide
Jan 24, 2022 · Backend Development

Optimizing a Single‑Database Order System: Core User Flow Walkthrough

This article walks through the core functionalities and business flows of a single‑database order system—covering user order placement, order list queries, detail views, and cancellations—while explaining how Controller, Service, Repository, and Mapper components interact within the backend architecture.

Backend ArchitectureControllerMicroservices
0 likes · 6 min read
Optimizing a Single‑Database Order System: Core User Flow Walkthrough
IT Architects Alliance
IT Architects Alliance
Jan 22, 2022 · Backend Development

Microservice Design Guidelines: Statelessness, Front‑Back Separation, Business Abstraction, and More

This article presents a comprehensive set of practical microservice design guidelines—including stateless services, front‑back separation, domain‑driven business abstraction, use‑case and entity convergence, high cohesion, low coupling, vertical and horizontal slicing, and team self‑organization—to help architects build scalable, maintainable backend systems.

Backend ArchitectureLow CouplingMicroservices
0 likes · 9 min read
Microservice Design Guidelines: Statelessness, Front‑Back Separation, Business Abstraction, and More
JD Retail Technology
JD Retail Technology
Jan 19, 2022 · Backend Development

Applying Domain-Driven Design and Polymorphic Architecture to E‑commerce Product Detail Pages

This article shares practical experience of using Domain‑Driven Design to refactor an e‑commerce product detail page, detailing domain decomposition, relationship‑network design, polymorphic logic handling, and two concrete case studies that illustrate how to support both online and offline sales scenarios with minimal impact on existing services.

Backend ArchitectureDDDDomain-Driven Design
0 likes · 13 min read
Applying Domain-Driven Design and Polymorphic Architecture to E‑commerce Product Detail Pages
Top Architect
Top Architect
Jan 16, 2022 · Backend Development

Key Practices in Large‑Scale Backend Architecture: Product Positioning, Microservice Design, Real‑Time Messaging, Idempotency, and Service Governance

This article outlines essential techniques for building large‑scale backend systems, covering product analysis, microservice architecture principles, the evolution of real‑time push technologies, request idempotency strategies, and comprehensive service governance challenges and solutions.

Backend ArchitectureIdempotencyreal-time messaging
0 likes · 5 min read
Key Practices in Large‑Scale Backend Architecture: Product Positioning, Microservice Design, Real‑Time Messaging, Idempotency, and Service Governance
Architect
Architect
Jan 14, 2022 · Backend Development

Design and Implementation of a Redis-Based Delayed Queue

This article explains the business scenarios that require delayed processing, compares several existing delayed‑queue solutions, and details a Redis‑backed delayed‑queue design—including its data structures, message format, multi‑node deployment, and runtime workflow—providing practical guidance for building scalable backend systems.

Backend ArchitectureDistributed SystemsJava
0 likes · 8 min read
Design and Implementation of a Redis-Based Delayed Queue
Programmer DD
Programmer DD
Jan 12, 2022 · Backend Development

How to Build a Complete Backend Stack for Your Startup from Scratch

This guide walks startup leaders through designing and assembling a full backend technology stack—from language and component choices to processes, systems, and deployment tools—providing practical recommendations, diagrams, and best‑practice tips for building scalable, maintainable services.

Backend ArchitectureCloud ServicesDevOps
0 likes · 30 min read
How to Build a Complete Backend Stack for Your Startup from Scratch
Selected Java Interview Questions
Selected Java Interview Questions
Jan 11, 2022 · Backend Development

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

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

Backend ArchitectureBifrostMicroservices
0 likes · 10 min read
Decoupling Business Logic with Real‑Time Data Synchronization: Redundant Data and Bifrost Middleware in a Supply‑Chain Microservice Architecture
Architecture & Thinking
Architecture & Thinking
Jan 7, 2022 · Backend Development

How to Prepare and Execute a Successful Microservice Migration

This article outlines the essential preparations, strategic service granularity decisions, and practical splitting techniques—based on business logic, scalability, reliability, and performance—to guide teams in migrating monolithic systems to a robust microservice architecture.

Backend Architecturemigrationservice decomposition
0 likes · 10 min read
How to Prepare and Execute a Successful Microservice Migration
Architects' Tech Alliance
Architects' Tech Alliance
Jan 5, 2022 · Backend Development

Essential Microservice Architecture Roadmap: Tools, Patterns, and Best Practices

This guide outlines why microservice architecture is preferred for large applications, presents a clear learning roadmap, and details each critical concern—such as Docker, orchestration, API gateways, load balancing, service discovery, event buses, logging, monitoring, tracing, persistence, caching, and cloud providers—along with recommended tools.

Backend ArchitectureCloud NativeDocker
0 likes · 14 min read
Essential Microservice Architecture Roadmap: Tools, Patterns, and Best Practices
Top Architect
Top Architect
Jan 3, 2022 · Operations

Gray Release (Canary Deployment) Design and Implementation Guide

This article explains the concept of gray release, outlines a simple architecture with essential components, describes common traffic-splitting strategies, shows how to implement control in Nginx and service layers, and discusses complex scenarios such as multi‑service and data‑centric deployments.

A/B testingBackend ArchitectureDeployment Strategy
0 likes · 7 min read
Gray Release (Canary Deployment) Design and Implementation Guide
Top Architect
Top Architect
Jan 1, 2022 · Backend Development

Practical Guide to Application Splitting and Database Migration

This article provides a comprehensive, step‑by‑step guide on why and how to split monolithic applications, prepare for migration, execute database vertical and horizontal sharding, handle schema changes, ensure consistency, and maintain stability during and after the split, enriched with real‑world pitfalls and solutions.

Backend ArchitectureDistributed SystemsPerformance Optimization
0 likes · 17 min read
Practical Guide to Application Splitting and Database Migration
Architecture Digest
Architecture Digest
Dec 31, 2021 · Backend Development

Why I Chose Microservice Architecture and a Roadmap of Its Core Components

This article explains why microservice architecture is preferred over monolithic applications, outlines a learning roadmap, and details essential components such as Docker, container orchestration, API gateways, load balancing, service discovery, event buses, logging, monitoring, distributed tracing, data persistence, caching, and cloud providers.

Backend ArchitectureDockerKubernetes
0 likes · 13 min read
Why I Chose Microservice Architecture and a Roadmap of Its Core Components
Selected Java Interview Questions
Selected Java Interview Questions
Dec 26, 2021 · Backend Development

Designing Rate Limiting and Circuit Breaking for Microservices and API Gateways

This article explains the background, concepts, resource granularity, rule definition, calculation logic, and implementation steps for rate limiting and circuit breaking in microservice architectures, using examples from Spring Cloud, Kong, and Alibaba Sentinel to guide practical design decisions.

Backend ArchitectureCircuit BreakingMicroservices
0 likes · 13 min read
Designing Rate Limiting and Circuit Breaking for Microservices and API Gateways
21CTO
21CTO
Dec 25, 2021 · Backend Development

Message Queue Mastery: Interview Q&A, Pros/Cons, and Choosing the Best MQ

This article explains why message queues are used, outlines core interview questions, analyzes interviewers' expectations, compares major MQ products, and provides practical guidance on selecting the right queue for different scenarios.

Backend ArchitectureKafkaMessage Queue
0 likes · 12 min read
Message Queue Mastery: Interview Q&A, Pros/Cons, and Choosing the Best MQ
Code Ape Tech Column
Code Ape Tech Column
Dec 22, 2021 · Backend Development

Designing Data Redundancy and Decoupled Synchronization for a Supply‑Chain Microservice System

The article explains how a supply‑chain system originally relied on tight microservice coupling for product queries, encountered performance and reliability issues, and then adopted data‑redundancy and a message‑driven decoupled synchronization architecture—using Bifrost—to improve query speed, consistency, and service independence.

Backend ArchitectureBifrostMicroservices
0 likes · 10 min read
Designing Data Redundancy and Decoupled Synchronization for a Supply‑Chain Microservice System
Top Architect
Top Architect
Dec 21, 2021 · Backend Development

Design and Technical Solutions for a High‑Concurrency Flash Sale (秒杀) System

This article analyzes the challenges of building a flash‑sale system—such as overselling, massive concurrent requests, URL exposure, and database strain—and presents a comprehensive backend design that includes separate databases, dynamic URLs, Redis clustering, Nginx load balancing, rate‑limiting, asynchronous order processing, and service degradation strategies.

Backend ArchitectureRate Limiterasynchronous processing
0 likes · 14 min read
Design and Technical Solutions for a High‑Concurrency Flash Sale (秒杀) System
dbaplus Community
dbaplus Community
Dec 13, 2021 · Backend Development

ElasticSearch Powers Ride‑Matching at Haro Mobility: Architecture & Lessons

This article details how Haro Mobility built a search‑driven ride‑matching platform using ElasticSearch and Flink, covering the business background, architectural evolution, data‑sync challenges, performance tuning, stability measures, and the resulting improvements in order completion and user engagement.

Backend ArchitectureFlinkPerformance Optimization
0 likes · 21 min read
ElasticSearch Powers Ride‑Matching at Haro Mobility: Architecture & Lessons
vivo Internet Technology
vivo Internet Technology
Dec 8, 2021 · Backend Development

Rapid Development Platform: Architecture and Practices at Vivo

Vivo’s rapid development platform, built in two phases—a 2017 configuration platform offering visual form design, intelligent delivery, cloud control and smart push, followed by the 2021 low‑code “Houyi” system with visual composition, multi‑portal support and standardized storage—dramatically accelerates backend development, improves R&D efficiency, and sets the stage for future enhancements in configurability, usability, and complex backend handling.

Backend ArchitectureConfiguration Managementrapid development
0 likes · 12 min read
Rapid Development Platform: Architecture and Practices at Vivo
Architect
Architect
Dec 7, 2021 · Backend Development

API Versioning Strategies and Compatibility Practices in a Mobile App Store Backend

The article shares practical experiences from evolving a mobile app store backend, comparing three API versioning models, detailing challenges of multi‑version client support, describing a two‑stage migration to compatible versioning, and offering design guidelines for scalable, maintainable service interfaces.

API VersioningBackend ArchitectureCompatibility
0 likes · 12 min read
API Versioning Strategies and Compatibility Practices in a Mobile App Store Backend
Kuaishou Tech
Kuaishou Tech
Dec 3, 2021 · Backend Development

Evolution of Kuaishou's Video Infrastructure: Architecture, Fine‑grained Operations, and Infrastructure Promotion

This talk outlines the evolution of Kuaishou's video infrastructure—from its early service‑oriented design through workflow‑engine and FaaS upgrades, to fine‑grained ROI‑driven resource management and infrastructure promotion, highlighting lessons shared with Netflix and Facebook and future functional‑declaration directions.

AI predictionBackend ArchitectureResource Optimization
0 likes · 16 min read
Evolution of Kuaishou's Video Infrastructure: Architecture, Fine‑grained Operations, and Infrastructure Promotion
Top Architect
Top Architect
Dec 3, 2021 · Backend Development

High-Concurrency Architecture Design and Best Practices for Backend Systems

This article explains how to design and optimize backend server architecture for high‑concurrency scenarios, covering load balancing, database master‑slave clusters, NoSQL caching, concurrency testing tools, caching strategies, message‑queue based async processing, layered and distributed designs, redundancy, automation, and service‑oriented approaches.

Backend ArchitectureDistributed SystemsMessage Queue
0 likes · 19 min read
High-Concurrency Architecture Design and Best Practices for Backend Systems
IT Architects Alliance
IT Architects Alliance
Nov 30, 2021 · Backend Development

Designing High‑Concurrency Architecture: Server Layout, Caching, Message Queues, and Distributed Strategies

The article explains how to design a high‑concurrency system by planning server architecture, load balancing, master‑slave databases, NoSQL clusters, caching layers, message‑queue based asynchronous processing, static‑content CDN, and automated redundancy to ensure scalability and reliability.

BackendBackend ArchitectureDistributed Systems
0 likes · 18 min read
Designing High‑Concurrency Architecture: Server Layout, Caching, Message Queues, and Distributed Strategies
IEG Growth Platform Technology Team
IEG Growth Platform Technology Team
Nov 22, 2021 · Backend Development

Design Principles and Decoupled Deployment for Backend Systems

This article summarizes SOLID and component design principles, explains how to evaluate and balance component stability, coupling, and abstraction, and describes source‑code, library, and service‑level decoupled deployment strategies for building maintainable backend architectures.

Backend ArchitectureComponent DesignDecoupled Deployment
0 likes · 25 min read
Design Principles and Decoupled Deployment for Backend Systems
Top Architect
Top Architect
Nov 22, 2021 · Backend Development

Designing High‑Concurrency Backend Architecture: Strategies, Tools, and Best Practices

This article presents a comprehensive guide to designing high‑concurrency backend systems, covering server architecture, load balancing, database and NoSQL clustering, caching strategies, concurrency testing tools, message‑queue solutions, first‑level cache, static data handling, layering, distribution, asynchronous processing, redundancy and automation.

Backend ArchitectureDistributed SystemsMessage Queue
0 likes · 19 min read
Designing High‑Concurrency Backend Architecture: Strategies, Tools, and Best Practices
IT Architects Alliance
IT Architects Alliance
Nov 22, 2021 · Backend Development

Understanding Message Queues, JMS, and Kafka: A Practical Guide

This article demystifies message queues by comparing them to parcel lockers, explains their role in asynchronous processing and system decoupling, details point‑to‑point and publish‑subscribe models, introduces JMS, AMQP, RabbitMQ, ActiveMQ, RocketMQ, and Kafka, and outlines their architectures and high‑availability mechanisms.

Backend ArchitectureJMSKafka
0 likes · 16 min read
Understanding Message Queues, JMS, and Kafka: A Practical Guide
Open Source Linux
Open Source Linux
Nov 17, 2021 · Backend Development

Mastering Common Backend Architecture Patterns: From Single‑DB to Read‑Write Separation

This article explains six typical system architecture designs, focusing on the first three—single‑database single‑app, content‑delivery, and read‑write separation—detailing their structures, advantages, disadvantages, and practical implementation steps for modern backend development.

Backend ArchitectureContent Delivery NetworkRead-Write Separation
0 likes · 9 min read
Mastering Common Backend Architecture Patterns: From Single‑DB to Read‑Write Separation
Alibaba Cloud Native
Alibaba Cloud Native
Nov 14, 2021 · Backend Development

How Live‑Streaming Architecture Handles Massive Traffic and Overcomes Key Challenges

The article explains the typical live‑streaming architecture, its core modules, the impact of CDN integration, and three major challenges—video‑stream pressure, low‑latency interactive protocols, and high‑concurrency pulse traffic—while showing how Alibaba Cloud PTS can be used for realistic performance testing.

Backend ArchitectureCDNPTS
0 likes · 9 min read
How Live‑Streaming Architecture Handles Massive Traffic and Overcomes Key Challenges
Java High-Performance Architecture
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
Top Architect
Top Architect
Nov 5, 2021 · Backend Development

High‑Concurrency Architecture Design and Best Practices

This article presents a comprehensive guide to designing high‑concurrency systems, covering server architecture, load balancing, database clustering, caching strategies, message‑queue based async processing, static data offloading, service‑oriented design, redundancy, automation, and practical implementation examples for large‑scale web applications.

Backend ArchitectureDistributed SystemsMessage Queue
0 likes · 18 min read
High‑Concurrency Architecture Design and Best Practices
Ctrip Technology
Ctrip Technology
Nov 5, 2021 · Backend Development

Design Principles and Architecture Evolution of Ctrip Business Travel Order System

The article details Ctrip Business Travel's order system architecture, outlining its background, challenges of the original vertical‑only design, and the layered, process‑driven, and snapshot design principles that guide its evolution toward modular backend services, data consolidation, configurable messaging, and service orchestration.

Backend ArchitectureMicroservicesService Orchestration
0 likes · 17 min read
Design Principles and Architecture Evolution of Ctrip Business Travel Order System
Architecture & Thinking
Architecture & Thinking
Nov 2, 2021 · Backend Development

How to Transform a T+1 Dashboard into Real‑Time T+0 with MQ and MongoDB

This article explains how a user‑behavior data dashboard originally built on a daily T+1 batch process was redesigned to achieve real‑time T+0 updates by introducing message‑queue notifications, a dedicated aggregation service, and MongoDB storage, improving data freshness and user experience.

Backend ArchitectureMongoDBdata aggregation
0 likes · 5 min read
How to Transform a T+1 Dashboard into Real‑Time T+0 with MQ and MongoDB
IT Architects Alliance
IT Architects Alliance
Oct 27, 2021 · Backend Development

Designing a Robust Flash‑Sale (秒杀) System: Architecture, High Concurrency Handling, and Rate‑Limiting Strategies

This article examines the challenges of building a flash‑sale system—such as overselling, massive concurrent requests, URL exposure, and database pressure—and presents a comprehensive backend design that includes dedicated databases, dynamic URLs, static pages, Redis clustering, Nginx load balancing, SQL optimization, token‑bucket rate limiting, asynchronous order processing, and service degradation techniques.

Backend ArchitectureJavaflash sale
0 likes · 14 min read
Designing a Robust Flash‑Sale (秒杀) System: Architecture, High Concurrency Handling, and Rate‑Limiting Strategies
Wukong Talks Architecture
Wukong Talks Architecture
Oct 27, 2021 · Backend Development

Understanding the Mid‑Platform (Zhongtai): Concepts, Benefits, Challenges, and Implementation Guidelines

This article explains the origin, definition, and strategic role of the mid‑platform (Zhongtai) in enterprises, compares it with platformization, outlines front‑middle‑back distinctions, offers practical construction tips, discusses common pitfalls, organizational considerations, and future trends, providing a comprehensive guide for backend architects.

Backend Architecturemid‑platformservice reuse
0 likes · 9 min read
Understanding the Mid‑Platform (Zhongtai): Concepts, Benefits, Challenges, and Implementation Guidelines
Top Architect
Top Architect
Oct 15, 2021 · Backend Development

Design and Challenges of High‑Concurrency Flash‑Sale (Seckill) Systems

The article analyzes flash‑sale business flow, outlines the technical challenges of massive concurrent requests, and presents a comprehensive backend architecture—including request isolation, queueing, caching, sharding, replication, optimistic locking, and overload protection—to ensure correctness, scalability, and availability of seckill services.

Backend ArchitectureSeckillhigh concurrency
0 likes · 34 min read
Design and Challenges of High‑Concurrency Flash‑Sale (Seckill) Systems
IT Architects Alliance
IT Architects Alliance
Oct 13, 2021 · Backend Development

Understanding Microservices Architecture: Core Concepts, Benefits, and Implementation Practices

This article provides a comprehensive overview of microservices architecture, covering its definition, key characteristics, advantages and drawbacks, suitable organizational contexts, core components such as service discovery, gateways, configuration centers, monitoring, circuit breaking, as well as containerization and orchestration technologies.

Backend ArchitectureCloud NativeMicroservices
0 likes · 16 min read
Understanding Microservices Architecture: Core Concepts, Benefits, and Implementation Practices